Giving proof when there was nothing to prove was not an exercise in futility.There was an arbitrariness in objects chosen freely and used to offer proof of statements to show Universal truth, there were arbitrary constants, arbitrary numbers and arbitrarily Large as well as arbitrarily small in mathematical arbitrariness. Unreasonable effectiveness of mathematics in descibing physical phenomenon and perhaps an unreasonable ineffectiveness of mathematics in biology and economics. The irrationality of rationality and absurdities which arose, there was an inherent conflict between attempts to find a meaning in a cold, irrational and meaningless Universe.Presence Made of Absence in what appeared to be missing or was absent as the primary driver of shaping the consciously present. By naming objects the physical reality of the object ceased to exist in symbolic tokenism in symbolic order. There was Dark Humour and irony.Philosphical musings in search for order and purpose there was philosophical suicide as a leap of faith into abstract systems that faked absolute answers.There had to be a tolerance level of uncertainity. Problem of quantification of uncertainty and semantic entropy to distinguish guess where probabilities match likelihood which was not true in Mathematical Hallucinations. The structural void and sacrifice of immediate connection to  objective reality had to be realized when language entered the picture. The effect on methods of knowledge accumulation became an issue.

Socio Political Entropy  built on entropy continuum, the political structure and social cohesion with institutional inertia, there was a crisis of systemic sustainability in the Policy System. In a Business Model Of Democracy Political Statistics to analyze power, public opinion and governance in stochastic process use of Inferential Statistics would be of consequence and Descriptive Statistics could produce Hallucinations for pattern completion and entropy in the Statistics due to uncertainty and randomness by AI in data compression and machine learning. Semantic Entropy in language models whether the the generated meanings were stable,public mandate in robust democracies with economic stability and apolitical profits. Test of robustness  in the Democracy would have network topology subjected to noise or randomized perturbations in the Minimum  Spanning Tree for Ensembles with stabilized affinity score.

Open non equilibrium systems exchanging both mass and energy across boundaries and with surroundings chacterized by continous flow of resources there was irrerversibility within the political and behavioral framework. Degradation of systemic order in social realities and institutional cohesion across Europe had entropy manifest itself as potical fragmentation and strutural  friction despite the Europen Union cover in a stability paradox was visible. Increase in political instability, riotous mobs and protestors increase in fragile temporary multi party coalitions left governments unable to execute long term strategies. Besides protest waves which turned violent as in France in begining October 2026 and schools shut down. Germany also faced street protests against compulsory military  servicd along with Spain on Housing Crisis during the same period. There was a structural shift in how Parliament functioned. Far Right and anti establishment parties populism was the new normal. The sociopolitical entropy in USA led to a lamentation about loss snd erosion of Social Capital  amidst declining public trust and rising economic inequlities. Surge in populist sentimement and public fatigue with indtitutional ambuguity giving rise to societal disorder. Breakdown  in Non Conservative Systems of these analogies from thermodynamics it could be said that the usage of such notions were just loose metaphors which tended to ignore human agency and choice expectations and irrationality.

Wealth Created by  innovation could be destroyed by shifts in human confidence. Human Agency notions were about people who were active creators of their own lives and environment rather than passive products of their own surroundings. There was intentionality and forethought involved. The use of Extended Neural Networks Neuroecomics intersected with thermodynamics  through statistical mechanics using probability and incomplete knowledge at microscopic levels with bulk properties as temperature and pressure for a maco scale. Collaborative projects which were dubbed Big Science Projects like CERN established in 1954 as a European Organization for nuclear research which required massive public investment, Human Genome project in global collaboration which had transformative effect on medicine and biology formulating other questions on Global Genome and Microbes,metagenomics of unculturable microbes where millions of genetic sequences showed up that belonging to organisms that have never been seen or ever isolated other fundamental science or long gestation projects of Space projects of NASA, ISRO which moved in tandem with technology were looked through the lens of cost benefit analysis in probabilistic models, procurement multipliers, human capital flows   and technological spillovers with  Open Science value assuming fundamental research generated high socio economic returns exceeding initial capital outlays. Serious criticsm would come as intangible which were quantified in assignment  of value to pure knowledge particularly with a monopoly of agenda crowded out smaller vital projects. Linear innovation fallacy while ignoring paradigm shifts made. There was a Fallacy of Breakthrough and scientific consensus or popular acceptance of something as absolute truth or sole mechanism. Narrative building  for breakthrough claims with requisite audience alignment depending on extensive mass media support and a psychological integration.

Any criticsm of Nordic Academy implied loss of American and European audience immediately. Denmark and Norway had operated a global colonial empire in 17CE until the Union was dissolved in 1814. During thus era the dual monarchy had operated and controlled territories across four continents Europe, Anerica, Africa and Asia including Nicobar islands of India. Financially strained settlements were sold or ceded to Britain on 1868. There was a Union conflict as Unions King resided in Sweden and represented in Norway by a Governor General. The Norweign Storting felt a threat.  In 1905 Norway and Sweden split when one King Oscar II was in control and Norway claimed to have become the first country in Scandinavia to have become a parliamentary Democracy although foreign policy remained in hands of Sweden from 1880 around which a dispute originated in 1892 which led to 1905 split. From 1905 to 1914 there was some sort of rapid industrial growth and by World War I Nirway’s Merchant Navy was the fourtvlargest in the World. With the outbreak of war Sweden, Denmark and Norway declared neutrality. It gave a distinct boom. Post War Norway experienced a milder Depression than USA but exited the gold standard.The Economic Depression hit Sweden a little later between 1931-1933 as its foreign export collapsed. Sweden also exited the gold standard in 1931 while USA exited the gold standard in two phases in 1933 and internationally 1971.

The Nordic Academy playing the role of the witness to these claimed breakthroughs in science, literature and peace efforts in Neo colonialism which gave them a senses of being a mentor or a partner could be  neurosis. In a collective fiction taking on a Paternal role as Final Arbitrator of Prestige in the Symbolic Order from only 1901 which appeared to be short, the attempt of Institutional Captivity was promoting narcisstic urges. The Inflated Status had an external dependence relying on continous external applause, status symbols and validation from others. An existential dread was being introduced with an immediacy and urgency in awareness of the present. The Accumulation of Advantage and Institutional bias was overwhelming as it fitted the Business Model of Higher Education and some so called elite Universities in USA in the crumbling Neo Colonial Model.Idealized ancestors and the inexplicable status to these prizes by Europeans treating it as a National Pride and enlightenment  in post war reconciliation by these Europens was said to be based on deep cultural and historical ties. Nobel Pride phenomenon with Universities and governments cultivating and celebrating with  feeling of deep Pride was recorded. Dense regional academic networks made winning or hosting what they called a Laureate was considered scientific  authority. The Bogey of Consensus had a dangerous comfort of agreement where external monsters were easier to handle in externalized perversity.  Some sort of feeling of shared goal of helping  subordinate grow was deeply rooted in this European culture and Expectations were taken for granted. Science becoming only a method of control and efficiency for subordination. Grand narratives were built which only showed that the sheen was wearing of elitist accumulation of a6dvantage in Business of Higher Education.there were dissenting voices within the Academy which went in support of even those outside Professional Academicians and the elites amidst them. Obscurantist writing was merely a camouflage and attempt to create intellectual inaccessibibility with structural behaviour. Deep thinking and impactful work from beyond Professional Academic Circles was a red herring. The Illusion of Meritocracy and myth of position in academic insitutions and of objective expertise Professional Academician was structuring reality through agendas, mentorship  and funded research which was glaring. There was a disconnect.

Historical experience of Establishing global colonies for resource extraction and innovation for fast economic growth in Europe also meant that Institutional and Legal foundation be laid for stable environment and investment. The Knowledge Capital Business Model of the Professional Academician with its Myth of Intellectual Authority and Expert Capability was supposed to be the driver of innovation with Intellectual property rights and commerciation. Networking along with time and cognitive load were supposed  to be part of the Professional Costs. Exchange of Knowledge and Professional Development for value creation  had to ready itself for shifts amidst financial Pressure. A feedback mechanism could have easily help improve the system if existential anxiety and dread of  psychic oblivion was overcome to avoid hysteria. Accumulation of Advantage and brokering with sociwas curbed with a check on formation of coteries. Economics  of Big Science an independent subject by itself. Institutional self preservation and a defensive insularity with agenda popularization amidst rapid spread of misinformation,impact grading and social impact grading of fundamental research in terms of return on investment had a replication crisis of the experiment which had to be overcome.

Views on Economics with ghost variables to give mathematical proof  in Models with ideals of possible or perfect standard and diffrential ghosts of continous systems rather than Hypothetical exploring possibilities as “if then” and not an Imaginary “if” as in complex number z=x+iy if and only if it’s real part x=0. Ghost variables which acted as tracking variable as they recorded history  or intermediate state values also haunted Extended Neural Networks Neuroeconomics with generstive neural geometry and multidimensional network topologies in the sugguested models of Hypothetical Space Based Economy with controlled environments and Hypothetical Earth Based Economy till they did not change core behaviour or physical reality. Phantom bounded deived categories were empty ot trivial from certain homology perspective and Phantom points/ lines acted as auxiliary even when non extensive thermodynamic Econophysis was projected future technological scenarios. Phantom power and intangible manifestations with Financial Illusions which could be distinguished using dynamic reality threshold thresholds with fluid shifting boundaries as a fragment in economic literature in contrast to fixed concepts of ideals tested against distorted reality. Awareness of the present and immediacy without a hypothesis about the Pas( critized as overthinking)t but as a symptom of the past and a submerged frozen unconscious  and Frozen Futures above the fluid free surface as gₕ instead of  Alternative Futures,(collapsing present as tubular axials or physical gravitational collapse of dissipative fluid mass ) possibilities were likelihood while probabilities were how likely. Random chance in a stochastic  process  equation would be the occurrence of an event without a determinstic cause where simple random would be where every possible outcomes would have an equal chance of occurring in a sampling frame  as subset chosen from a  larger sample/set@/ population unless weighted while pure random is unconstrained raw chance. Physics as constant in blackbody which would be an ideal absorber neither reflecting or scattering and being in thermal equilibrium with its surrounding it would radiating blackbody radiation it would be normal stress on an stressed constant intersectingwith 5 sigma tests of statistical significance at astronomical/ cosmological  data and detect μ or γ anamolies.

It was only in 1984 Large Hadron Collider proposal was taken seriously. The challenge came with SuperNova 87A as on 23 February 1987 a neutrino mass was discovered and it was now with 0 electric charge and a tiny non zero mass of 0.26 to 0.8 electron volts( reiterated in 30 January 2007 CERN Courier) whose upperlimit was later fixed at 5-16 electron volts eV/c²). The approximations were very varied scaled down by Planck Mass Dimension 5 operator gave them very low effective mass. In spatial Dimensions a neutrino was estimated to be roughly 10⁻²⁴ meters across whereas the Planck length was 1.6× 10⁻³⁵ meters and an atom was 10²⁵ times larger than planck scale with Planck time as 10⁻⁴³ seconds and measuring anything at this scale was not technological feasible in the contemprory scenario due gravitational collapse and formation of microscopic blackhole so it was measured using c speed of light as constant,h Planck constant and ħ Reduced Planck Constant dividing h by 2π, Gravitational Constant G. Photons energy was its frequency multiplied by Planck Constant( as a proportionality constant postulated by Max Planck in 1900).A Cosmic Neutrino Background as a background paricle radiation which was also a relic from the Big Bang at 10¹⁶ to 10¹⁴ GeV as Grand Unified Theory Scale. The mass of Blackholes in GeV depended on its size from subatomic state to a solar mass blackhole ≈10⁵⁷GeV and supermassive blackhole as ≈10⁶⁷GeV on a coversion scale of 1 gram as ≈5.61×10²³ GeV and 1 Kg as ≈ 5.61× 10²⁶ GeV( weight being the force particularly gravity acting on the mass which was amount of matter). A stellar mass blackhole could have weight about 6×10³⁰ to 6×1032 kg, an intermediate level would have the weight of 100-100,000 while supermassive blackholes  million to ten billions of solar masses.Neutrinos with energy between 10⁻⁴ to 10⁻⁶eV which were produced around 1 second after Big Bang whose temperature had to be estimated from the Cosmic Micowave Background physics. The neutrino decoupled before photons decoupled there were temperature differences in Neutron Background Radiation and Photon Background  Radiation.They were the second most abundant particles in the Universe after photons. Possibility of heavy neutrinos and Weakly Interacting Massive Particles continued to shape physics. Neutrinos were supposed to be left handed in chirality and was not to interact with the Field of non zero scalar and was claimed to be massless for very long as particle theory had no explanation as they moved very close to the speed of light, the non 0 scalar field which effected conditional confinement parameters of energy as a low energy patch amidst 1700 GeV to 100 GeV primordial flutuation where 100 GeV was Electroweak phase there was sudden drop and transitions between 700 GeV and 400 GeV fluctuation at 10⁻¹¹seconds after nearest Big Bang from Grand Unified Scale of 10¹⁴ to10¹⁶ GeV (1 GeV would be 0.001 TeV or 1 TeV ( Tera electron volt)was equal to 1000 GeV. The furthest Big Bang was placed Grand Unified( Theory) Scale in PeV( 1 PeV Peta electron volts  was 1000 TeV Tera electron volt) and picoelectronvolts ( 1 peV was 10 ⁻¹²)  to make the Universe older in 6D than what the scientific consensus was which treated the nearest Big Bang to be final in determining the age of the Universe.

Grand Unified Theory was a human construct framwork with mathematical equations while Unified Force where actual physical phenomenon of distinct interactions act as one under high heat/energy. Field would be a property of space describing the potential influence at every point in space, force would be actual push or pull experienced by an object placed in the field where the object itself was created and annihilated in the field. Once the object was there created and evolving over time, the field could describe what would happen to it and the force as to what would happen to it. Whether the the field had an open source or a closed source but the open source unified field would suggest physical and cognitive manifestation. Field Differential would be differential form, directional derivatives in n- form with slopes and gradients in contrast to force differential as infinitesimal or differential element of a force with line element, suface element or volume element. While a field integral and force integral or line integral represented cumulative effect on a path in terms of work in a force field. Conservative fields would be path independent depending only on the start and end points while Non Conservative Fields would be path dependent.

Unified Field would have a single continous mathematical field with topology as continous deformation in which identified force distinctions coming together as different manifestations with mass energy scales in GeV scale and confinement range scale in GeV, force at the GeV scale Dark Matter at sub Gev scales along with thermal GeV scale, a primordial force that split apart as the the universe cooled after the farthest Big Bang. It go upto SU6 with diagonally placed generators whose numbers were to be increased and chiral symmetry breaking with an arbitrary  Special Unitary Group SU1 as trivial group SU2 with weak symmetry Breaking and SU3 bringing in flavour and colour quarks  with a topological  structure and SU4 bringing in thermodynamics and flipped SU5 with vector superfields and chiral superfield bringing together 3 gauge interactions for deeper level strings  while SU6 with spin up and spin down in 35 dimensional representation in symmetry breaking patterns breking chiral symmetry without gravity. This SU6 would require understanding ot in terms of an approximation of dynamic and static limit symmetry. SU7 where symmetry breaking patterns continue while cylindrical Lock was opened via the chain was also broken in higher dimension compactifications. SU8 brought in traceless with hidden symmetries all over again in sequential breakdown with Supergravity with spin 2 gravitons( force carriers) and gravitino ( fermion symmetry)  spin 3/2 using vector valued spinor as setting up lower limits of M theory and Superstrings ( where arbitrariness appear) with intermediate breaking scales or 10⁵‧⁶ GeV breaking scales as per some estimates. In PMC the gravitational spin flips of rotational plane  of polarization with a relationship to SU5. Explanations of deconfined quantum criticality connection where gauge fields could confine or deconfine at critical bondary which had a relationship with fermions and bosons.

In TeV scale models which proposed that in 5D bulk space allowed GeV scales to be warped down making what was called Kaluza Klien Mode applicable to Gauge Bosons and colour confinement feasible in a low energy GUT ( Grand Unified Theory) by supressing proton decay failed to clarify axis of n fold symmetry and multiple regression or Manjfolds in the  GeV to TeV( Tera electron volt) scale and Planck Scale  GeV¹⁹ or thresholds as 3×10¹³ GeV and Mass Gaps in curvature lower bound ε and strong force at 0.436 GeV confinement scale where it becomes very strong for quark confinement and asymptotic freedom at high GeV scales where strong nuclear could not hold quarks together  and masses at 1.74 GeV to 2.3 GeV to discover what was bein called Higgs Boson( what they failed to mention was it was the size of the hole of  energy genus surface g as compared to size of the holes of genus suface p,h which in physical fields and the statistical mechanics bump of energy and the hole/ gap to be filled up with a statistical particle. The existence of anti matter Blackholes and matter Blackholes colliding possibility was probed. In the fluctuation of 1700 GeV to 400 GeV with sub fluctuations 700 GeV to 400 GeV where Yukawa bound mesons were fourth generation particles with just below 400 GeV it was non relativistic just above 400 GeV Nambu Goldstone Bosons dominated as radius dropped drastically towards tiny energy  value and binding energy sharply escalated to 700 GeV. Coupling ( interaction between two objects or two oscillating systems and in particles connected by one of the four fundamental  forces) strength decreases at higher energies ( asymptotic freedom) and increases at lower energy confinement and becomes infinite at 0.2-0.3 GeV(200-300 MeV).

An arbitrary Special Unitarity Group chosen empirically implying forces were fundamentally distinct rather than branches of one unified force had assumed neutrino had no mass and did not account for gravity had found a limited usefulness without thermodynsmics. The problem which would rear its head as failure of Gauge Coupling Unification and unibserve topological defects. Because of SU3 colour dynamics where quarks were confined into hadrons( beryons and mesons). Chiral perturbation of low energy effective field below 1GeV and symmetry breaking was an issue in itself. This was hurriedly being dubbed as a vague Higgs Field and adhoc symmetry breaking without fluctuations stated explicitly or in a small Big Bang scaled down to TeV scale and energy genus surfaces p, h,g was inexplicable even if statistical overfitting was done Unification assumption withot clarfying strong Unification being awaited.

In the Pulse Model of small Big Bang scaled at TeV scale which caused pulse compression with stronger magnetic field rigidities for bunching  and threshold energy chirp  and the fluctuations were for sharper in statistical mechanics implying compactification folding extra spatial Dimensions to curls,  but for reasons best known to scientists concerned( Benjamin W Lee promoted the name Higgs Field in 1970s ) which was in a redundancy of mathematical configurations describing the same reality. The gauge fields which were vector fields and by themselves were to be massless another massless non 0 scalar field would complete the description where sudden drop around 100 to 300 GeV plateaued in hypothetical Dark Matter interactions and sudden peaking to 700 GeV was postulated in statistical mechanics where sub fluctuations existed within a broader generalized fluctuation. This was in stark contrast to what was touted as Higgs Mechanism which was not based on fluctuation in the sense in which Hierarchy problem ( in terms of mass) arose but there were only ripples( as what was called Higgs Boson)4 which should be considered as fluctutions. The Bump as stated CERN in physics and astrophysics referred to a local excess of events above a smooth background curves in a data plot. The so called 5 sigma test  with 1 sigma encompassing approx. 68.3% data  2 sigma encompassing 95.4% data 3 sigma 99.7% 5 sigma meant 99.7% with null hypothesis as this so called Higgs Boson does not exist and alternative hypothesis H₁ that it was what was called Higgs Boson did not state whether a second alternative hypothesis H₂ of extra dimensions or mass from quark gluon binding energy or a new pseudo Nambu Goldstone Boson or new ultra strong gauge interactions or new ultra strong gauge interaction possibility was ever there or not explicitly in mass media reports. There was no mention of doubly  neutral field. The stressed constant of a Permanently  Oldest Blackbody was also missing. Non 0 scalars scaled by λᵈwhich effected scaling of vectors and tensor products as graded rings yielded structures where degrees m, n combined as mn ot m+n implied double neutrality also a mathematical requirement

Data spikes were consideredusuually spontaneous as claimed was distinct from data compression of continous sensory streaming to detect patterns by removing statistical or essential redundancy or it was lossless compression with feature space vectors. The 1 sigma test data compression scheme was square root scaling for space based low bandwidth.2 sigma compression was to reduce volume would check for losslessness and lay down decompression. 5 sigma data compression combined scientific and engineering concepts in a test pattern of care do not care. Care bit distributions varying randomly over large number of test cubes there is 99.99%.

In the PMC statistical mechanics new neutral and charged scalar fields existed along with rank 2 symmetric and antisymmetric gauge field as well as emergent gauge fields, rank 2 antisymmetric gauge fields had 1D strings which coupled with 2D World Sheets such that there were.K twisted algebra leading to notions of quantum gravity and supergravity.  A particular hypothesis  like standard particle theory needed doubly neutral field as H₃. The New Age Physics of PMC and its Statistical Mechanics with H₀,H₁,H₂,H₃ could have been a solution. 

The 70 GeV Diphoton excess bump and Cosmic Spectral Anamolies as shift from GeV to TeV scale as Bumps with gamma ray peaking at 1-3 GeV as originating from galactic center and Cosmic rays electron/ positron bumps at 284 GeV to 1TeV. Hypothetical  Dark Matter in sub GeV and GeV scale with mass 1 MeV upto 100GeV as weakly interacting Massove particles from 1 GeV to TeV galactic scale with Galactic Center GeV excess as potential annhiliation producing gravitational waves  and ultra light waves as axions and bosons( trillions times lighter than than electrons ) with fuzzy condensates ( time condensates) on Scalar Target Manifolds M  with wavelengths larger than galaxies in missing energy signatures as M bosons with spin 0 giving mass and spin 1 force carriers with spin 2 gravity carrier these bosons could occupy the same quantum state unlike fermions which repel and stack into different energy levels   claimed 125 GeV bump after renormalization was a  little presumptive when stated in terms of Generalized extreme value or GEV of  normalized sequences in asymptotic distribution of extreme order statistics.

The statistical mechanics artificial particle dubbed Higgs Boson which was not TeV scaled small Big Bang with collision of matter blackhole and anti matter Blackhole was further treated as a real particle which was announced as discovered on 4 July 2012 for extraneous reasons.  This model of small Big Bang also differed completely from small Big Bang referring to white hole being being proposed in May 2011 by one Alon Retter and  Shlomo Heller or other proposals with micro blackholes in 2023-2024( adsabs.harvard.edu).

Devising  particles as Higgs Bosons which did not have what was being popularized as Anti Higgs Bosons as they were there own antipaticle having 0 charge like the photon which was its own antipaticle, these Higgs Bosons as they were being called would in some senses be an artificial construct with an artificial limit of their masses being pulled up to 10¹⁹ GeV which was the energy level at the Big Bang in Planck Epoch from 0 to 10⁻⁴³ seconds of Big Bang and after. The energy scale of biological life was eV(electron volt) with Hydrogen Bonds at 0.2 eV and macroscopic equivalent kinetic energy being for a complex organism like mosquito being 1000 GeV spread/ distributed across trillions and trillions of ordinary low energy (0.26 eV) molecular collisions requiring quantum pole jumps, life was supposed to decreases local entropy by building local order. The Universe naturally sliding towards disorder and decay while life resisted entropy internally but exported chaos to external environment.

The mechanism proposed by CERN for high energy  was without the scaling from GeV( Giga electro volt) to TeV( Tera electron Volt) sclaes ( an alectron volt waa the amount of kinetic energy or lost for a single electron acceleration through an electric potential difference of one volt in vaccum) and small Big Bang with matter and anti matter blackholes colliding  and giving any explanation for the sharp energy fluctuation between 1700 GeV to 100 GeV and the sub fluctuations between 700 GeV to 400 GeV and enegy genus surfaces in chiral symmetry breaking with weak and strong coupling using Propositional Mass( Manifold) Calculus in a stochastic equation where coupling constant might not exist as its value could decrese/ increase as energy increased creating a mathematical inconsistency of Landau poles. Scalar Target  Manifold M as gauge fueld group G acts on scalar field manifold as non 0 scalar field breaks G down in symmetry breaking of qouotients for vaccum manifold which yields a vaccum non 0 expectation value in ensemble and statistical mechanics as non linear sigma  making the elliptic operator structure well defined.with signature on tangent bundle. The interaction zone of masslells vector fields as Gauge Filelds and 0 and non 0 scalar fields for Target Scalar Manifolds in One Point Compactificatiin process had conditionally confined and unconditionally confined energy oarameters( totally unlike what  was being called as Higgs Mechanism and some sort of Higgs Field which was pushed through with extreme vigour by European Scientific Community in a concerted effort). In the backdrop of PeV( Peta electron Volt), TeV( Tera ekectron Volt), GeV and MeV( Mega electron Volt)  rescaling At 0s of Big Bang the Minkowski  Space Time Geometry conic hull S  was flattened as a convex hull ( smallest convex shape enclosed by rubber analogy ) to a disc under Gravity as axiality spread outward defined by infinite dimensional topolological vector space and null like( orientation fields ) and point infinity of parallel in projective space for space like which was not istropic. Manifolds permitted a consistent definition  clockwise  and counter clockwise, space was non orientable when clockwise was changed to counter clockwise if allowed to run through some loops in it  and coming back to the same point. But R³ was found orientable for chiral for 2D figures. Quantum fluctuations or vaccum state fluctuations as temporary random change of energy at a point in space did not have a single fixed value in terms of GeV and ranged from 0.1 GeV at sub nuclear scales to 10¹³ to 10¹⁶ GeV at cosmic scale and were with a distinction between quantum field fluctuations  and thermal fluctuations. Instead of above the vaccum expectation value and mixing imaginary and real of complex spinor and couplings in gauge fields or scalar and pseudo scalar fields with Spontaneous Symmetry breaking had generated immense mathematical literature giving  Using terms like their eating up the massless boson was probably an example of redundancy to make statistical mechanics work. The mass of the supposed finding of Higgs Boson 125.11±0.11 GeV just above the critical threshold the suggestion from great scholars was that there might be a Dark Matter Higgs Boson!!By just adding another quark for every million quarks (a single top quark instead of quark anti quark pair in million collision as four top quarks as top quarks have 1 flavour and fractional charge it becomes a third generation of matter alongside the bottom quark, tau neutrino/ tau lepton due to stress and time constants ) in 6 quark model responsible for the short lived transient particles which got their mass from parameters in equation of  motion rather than from the non 0 scalar field in this diffuse phase interface with free energy functionals between, quantum probabilities explode exponentially in the stochastic equation.

Muons which were thermalized in early Universe and existed in hot paricle environment which were supposed to have vanished as the Universe cooled. Muon and anti muon pairs were created and destroyed in high energy electromagnetic fields and weak interactions. Their suppresion as the Universe cooled and temperature fell below the rest mass of muon the photons and they vanished from the active particle population of the Universe was an issue. Muon Colliders for muons which would energy levels to higher frontiers as muon were 200 times heavier than electrons and had a lifespan of 2.2 microseconds with rest mass of 0.1566 GeV produced in a  photon gamma ray interaction with the nucleus or a positron beam fired into electron target, muon decay producing two types of neutrino and electron or positron are lepton which were part cosmic radiation passing through magnetic field having a different curvature of movement than electrons effecting stochastic equation as it was not supposed to interact with the strong nuclear force.

 Neutrino oscillations showed them oscillate( change) between different identities as muons, and tau flavours to electrons while travelling ( with perceptual time  in terms of how fast a first order physical system reacted to change in terms of tau field developed in 1976). They had no colour charge which was a property of quark and gluons that determined how they interacted through strong nuclear force or electric charge, these neutrinos interacted through the weak nuclear force and gravity and weak isospin / hypercharge. The double beta decay as 2νββ or neutrinoless 0νββ which could prove that they were their own antipaticle was yet to be proved. The neutrino having a small mass detected in 1987 prompted an interest.Their detection through an angle Cos θ₍c₎  and optical shock wave caused in the direction of dielectric medium where the charged particle moves faster than the phase velocity of light which was slowed down in the medium  in that direction called Cherenkov radiation( Discovered in 1934 by Pavel Cherenkov as distinctive blue glow in liquid bombardment for which Nobel Prize was granted 1958) suddenly found attention. In November 1999 an Ice Cube Project was proposed for South Pole and its construction spanned 2004-2010 when it became operational ( given Nobel Prize in Physics in 2026). On 22 September 2017 this Ice Cube Neutrino Observatory in Antsrtica and NASA’s Fermi Gamma X ray Space Telescope detected a high energy neutrino of about 300 trillion eV signals that travelled 3.7 Billion Light Years to travel to earth from a cosmic source a supermassive Blackhole in an active galaxy TXS 0506 +056 at the same time  There was a misfit of particles in  the Standard Model of Particles and flavour puzzle and 3 generations of particles also in quarks as up/ down, top bottom, charmed strange remained in the stochastic equation also as erratic unpredictable trajectories as up and down or bottom top for heavy quarkonia in thermodynamics. There were stochastic composite gravity solutions and fluctuations in equilibrium directly proprtional to the dissipative response under influence of external force particularly time dependendent fields of arbitrary magnitude and arbitrary time dependence.

In 1989 a Computer scientist Tim Berner Lee at CERN developed the World Wide Web with a dual function how linked pages were to viewed and WYSIWYG( What You See is What You Get) Text Editor  which changed how information was shared and accessed globally. This World Wide Web as a system of linked pages running on top as htttp or httml  on internet which had developed in the 1960’s internet as the physical network of hardware, Routers, Servers  computers and cables world wide. In 1990 Alan Emtage, Bill Heelan and J Peter Deutsch in Canada  invented the Search Engine which automatically gathered directory listings and files avaialable on public FTP servers and compiled them into a central searchable database laying down foundational groundwork for how later search engines would crawl data. But the World Wide Web became publicly available on 6 August 1991. The term Search Engine referred to a search  application that provided links to pages and other relevant information on the Web and internet in general responding to users query. For the search engine it was part of a distributed computing system that could encompass many data centers throughout the world. The speed and accuracy of the engine’s response to a query were based on a complex system of indexing   acting as the collective data repository and communication substrata enabled machine learning and large scale neural networks in Network Driven Awakening which might grow as a singularity complex enough to support distributed self sustaining machine consciousness with successive generations of systems with feedback loops and have its own timeline to become a Hypothetical Technological Singularity. It was in 1994 that final go ahead and approval of construction of Large Hadron Collider was granted by CERN Council with timeline of construction 1998 to 2008. Other Big Science Projects were International Space Station which was completed in 1998 and 2011 and had Europe, USA, Russia,Canada and Japan. China built it own crewed orbital outpost Tiangong Space Station in 2022 after its formal request to join the programme in 2007 which was prohibited in 2011. India announced its manned space station in June 2019 as collaboration talks between 2010 to 2014 were not fruitful as the role of minor partner also was treated in a condescending manner.

Lack of understanding of Big Science Projects which led to major technical achievements like attosecond physics decades after initial breakthrough with foundational experiments in 1987 and 2001 where vast teams of researchers, engineers and technicians were involved showed a fundamentally flawed system of recognition. Deep tech innovation frequently lay dormant inside labs due to prohibitive commercialization costs. Deep tech market integration was also problematic and a perverse publication metrics relying on simplistic publication counts rather than qualitative assessments of scientific content appeared. Extreme pressure to call the mechanism as Higgs Mechanism and Higgs Field was being built and a persitent media exercise was carried out to popularize it and any renaming was ruled out in European/American consensus as terminology and credits were already done and treated final. Hierarchy with Center Periphery was re established with Europe as Center around which, the sun, galaxy and beyond rotated. Others were ridiculed and a bait of giving Nordic Nobel Prizes was given to play by these arbitrary rules, accredition and namings. A systemic pressure to publish in high impact journals which were European or American were discouraging true risk taking innovation and pushing agenda setting claims about names and so called discoveries followed.

Similarly Neutrino term coined in 1933 was experimentally discovered in 1956 and was recognized in 1995 only by the acclaimed Swedish Academy which was renowned for its stubbornness in its quest for dominance and restabishing its subjective control and inner feeling of superiority. To clarify scientific theories which could be understood by tenured Professors in Sweden, Norway, Denmark, Finland Iceland took decades. Very heavy initial financial endowment along with Royal Patronage and Global Pagentry turning it into a gala cultural event with hidden agendas, influential coteries working insidously were obnoxious. Outcomes were like lotteries which were rigged if seen from the perspective of helplessness amongst those deliberately ignored with attempts to frustrate as Eurocentric ideas being on the top of the agenda perpetuating the loop of western dominance. There might not have been no strength in arguments about global low ranking of these Nordic Universities deciding of what mass media called most prestigious awards as a system of elitist gatekeepers as previous Nobel Laureates and those whom they considered having a standing to nominate had been brought in, they further claimed having recognized the biggest breakthroughs. They  Breakthrough Fallacy was a cognitive bias and myth of sudden flash of brilliance overestimating the importance of apoarently dramatic single moment events and innovations ignoring quiet cumulative consitency at times. Narratives had to be built with a Replacement Fallacy that they wiped out rather than quietly changed. Critics argued about its oversized prestige built carefully over decades in collaboration with mass media with the ability to skew public perception. Magazines like Scientific  American rushed through with Breaking news amidst its reported fall (24 October 2023 Spiked) and identity   politics and ideological advocacy.The nominations for Nobel Prizes were supposed to by invitation where confidential forms were sent to people who were considered to be competent and qualified to nominate, besides the University Professors in Sweden, Norway, Denmark, Iceland and Finland along with Nobel Laureates in Physics. It was supposed to create a mainstream echo chamber and other people had to be frustrated by design by being left out intentionally. Frustration tolerance levels were breached when someone’s  writings were regularly  used to rewards others fitting into the Eurocentric views.

Prejudice had become an ideology. Confidence that frustration would not lead to a response of aggression but end up in  some lamenting and rueing only in the psychodynamics while it would impose a very heavy financial burden if vocalized with the intention of grabbing attention. True to the troubled legacy of the invention of dynamite with the drive to create which inherently carried the seed of destruction in split psyche of Mr. Nobel. Their prize in Economics was being expected to be given to  some European  or American on Digital Economy/AI and Space Based Economy, Human Rights Economics  or some defense of neo colonial liberalism in 2026 taking cues from the periphery of knowledge economy according to them just as the award for Astrophysics. The predictions could fail if some Financial  Illusion was chosen to justify the persistence of the views taken earlier.

It turned out that a Financial Illusuion of micro level stability in terms of consumption  aggregating as macro level stability which Banks were using,  micro level stability complicated macro level intervention were chosen for Nobel Prize in Economics 2026. Unobservable assumptions of rational expectations causing misforecasts and bias in favour of views compatible to what was called neo classical views again showed up. In a Policy Illusion of rationality, expectations with consumption smoothening. The Permanent Income Hypothesis proposed by an American Economist by Milton Friedman in 1957 stating people based their consumption spending on long terms expectation( permanent ) average income than current income. It may apply to salaried employess or those living on Fixed Deposits in Banks or job security. ( Major 2019-2020 amalgamations  reducing public sector lenders from 27 to 12 and Yes Bank with DBS Bank would show the weakness. The Global Trust Bank collapse of 2004 in India due to massive Non Performing Assets the ordinary depositor was saved only by RBI stepping in and merger with Oriental  Bank of Commerce. Failure of American Banks between 2024-26 had low systemic risks yet 2024 with 2 failure of Republic Bank and the First National Bank of Lindsay, 2025 with 2 failure of Pulaski Savings Bank and Santa Anna National Bank and 2026 failures of Metropolitan Capital Bank and Trust, Community Bank and Trust, Tioga Franklin Savings  Bank, Nano Banc showed persistent Bank Failures).

The intersectionof mathematics, statistics and macroeconomic theory  bring out the phantoms justifications about aggregate demand and inherent instability of John Maynard  Keynes economics and preference for governmental spending  with Milton Friedman’s Monetarism about money supply and preference for Monetary policy which was self correcting and stable being brought with some sort of stability of consumption behaviour at micro level to macro level stability synthesis with reference to effective demand stability was problematic as asymptotic divergent expansion and dimensionless regularization had truncation and scale disconnect as in effective economic fields. Excessive smoothening such that the function such that they have continous derivatives to a desired order and the derivative vector never being 0 for vector valued parametric curves would hide the reality and any role of precautionary savings in optimal life time savings ignoring hand to mouth consumers. Changed economic environment amidst Pseudo Wealth or paper wealth, volatility misallocation creating the pseudowealth which was non productive and distorting resource distribution had to be looked into. The central banks forward guidance in revival of Neo Keynesian Ghosts was done in a repeat. With ghost variables of system dynamics and the phantoms n economic development with phantom capital and abstract superstructure of high speed Financial instruments, derivatives and virtual money, the Vampire Power of Central Banks but without dynamic reality thresholds and shifting boundaries. Were they aiding American Economy with its fixed ideals tested against distorted reality which had to be duly honoured as USA was on a geopolitical Warp Drive as Professional Academecians in Nordic Universities were on Hyperdrive Economics.

In a Prometheus Complex of a compartmentalized mind which lacked requisite balance it was obvious. The irrepressible will  to inntellectuality within a highly structured balanced psyche with an integrated compartamentalized mind harmonizing conflicting systems within the psyche could have been energetic. It had no place for prejudice becoming an ideology and Last Crusader belief further causing  high level of  instability.

The 1987  SuperNova 1987 A discovery that neutrino had a mass got recognition only in 2015 as the wound failed to heal, even that after inserting another quark in the six quark model. On 23 Februsry 1987 underground observatorues in Japan and USA recorded a burst of high energy neutrinos. A few hours later 23-24 February 1987 a visual ( opticsl) discovery was made independently in Chile and New Zealand of the Supernova in the Large Magellsnic Clou, a dwarf satellite galaxy to the Milky Way about 168000 light yesrs from earth. Supernova’s were lumino stellar explosions at the end of stars life or a runaway reaction in white dwarf. The inner core of massive stars not producing enough thermal pressure to counteract gravity as nuclear fusion builds up an irony core or a white dwarf accreting matter from a companion or two white dwarf colliding. SuperNova 87 A upset the textbook theory that core colllapse of Red Super Giant Stars dying massive stars that swelled with cool outer envelops but it was a Blue Super Giant Sanduleak -69°202, hence too small to explode. It left behind a strange triple ring system behind. The opinion was 20,000 years before the Super Nova two stars orbiting vollided and merged into one temporary formation with outer hydrogen layer ripped of and it spun up to become a Blue giant which collapsed Later the James Webb Telescope was said to have solved the 37 year old mystery by detecting emission lines of argon and sulphur gas which could be created by ultraviolet and X ray blast suggesting a newborn Supehot neutron star

Going beyond the orthodox economics as in Extended Neural Networks Neuroecomics with postulate of Quadruture of intelligence it could have marked growth of an intelligent specie’s cultural growth and civilizational growth.

Fundamental  questions about how the Universe Began with Big Bang  ( ignoring Big Bounce or Steady State with continous creation of matter as eternal looking nearly the same from any point in space or time( past, present or future. The Cosmic Microwave  Background Radiation,Evolution of galaxies, radio galaxies and quasars as radio sources were considered arguments favpuring Big Bang Model.The objections about  exceptional fine tuning )as such or massless primordial soup into a structured Cosmos filled with matter,mass and distinct physical forces ignoring something like a Hypothetical One Point Compactification to form a Cosmic Egg or Brahmand and Nara from theological hetrodoxy of Brahmand of Manu Smriti Chapter 1 Verse 9 particularly Verses 8-12 or the Biblical pondering of an omnipotent over calm sea or Hovering Over the Waters Genesis 1:2). Symmetry Breaking model as to how a unified early universe cooled and transformed into a complex Cosmos had been suggested. The term Spontaneous Symmetry Breaking was used for explaining a system where fundamental Laws governing the system were to be symmetrical, and the vaccum failed to respect symmetry. Something like perfect rotational symmetry picking up a random direction at certain angle. Breaking the rotational symmetry  even though laws of physics treated all directions as equal. There was a Timeline of Symmetry Breaking in the early Universe as the Universe expanded and cooled it went through a series of phase transitions with dropping energy states and Breaking laws of symmetries step by step.At extreme primordial energies the strong nuclear force and electrowek nuclear force were mostly likely unified while ignoring something like surreals in a Grand Unified State lasting 10⁻⁴³ to 10⁻³⁶ seconds when it was supposed to be highly symmetric at extremely high temperature in terms of 10¹⁵ to 10¹⁶ GeV  and extreme pressure under Gravity with some sort of X and Y Bosons which was broken at 10⁻³⁶ seconds after Big Bang due to Gravitational Force Seperating sometime earlier. Sudden heating and later cooling, the symmetry breaking potentially triggering the Cosmos with an exponential expansion. There was confinement of qarks and gluons bound into protons and neutrons as Baryons with properties required for confinement coming into existence. Then there was Electroweak Symmetry  Breaking at 10⁻¹² seconds after Big Bang with electromagnetic field separating from weak nuclear force in extreme vaccum energy use, during this phase a scalar field which acquired non zero scalar( which would be unstable during configuration of energy with non zero gradient and non linear instabilities which would create a blackhole) but which gave mass to all other particles under confinement of energy and  fluid vortex with further conditions for confinement of protons and neutrons coming into existence around 10⁻⁶ seconds in the Quark epoch when triplets as Baryons also formed which had to be explained but could not be without One Point Compactification and subsequent Chiral Symmetry Breaking governed by strong nuclear forces which later transitioned into bound quarks with gluons into Baryons as protons and neutrons. With a Baryonic assymetry with one extra quark for every billion pairs ( matter anti matter assymetry making matter survive annhiliation with uniform magnetic field and quadrupole electric charge which  multiplied  very slowly exponentially in the stochastic equation as emerging and then electron capture which was a plausible scenario. With a permanently oldest blackbody radiation in which the Universe cooled but remained thermal after Big Bang  and had a relic radiation as Cosmic Microwave Background Radiation in an afterglow ( discovered in 1964) which was smooth and uniform but with anisotropy in characteristic ripple varying at angular scale in a power spectrum as the Universe became transparent with a decoupling of photon which may or may not loose energy over time passing through  radiation fields in a regular way. More distant distant objects would appear assymetrically red shifted with no blurring of distances and broadening of spectral lines as suggested in recessional velocity models.

Hypothetical Dark Energy as relating pressure and density  ω=p/ρc for ω=-1 corresponding to what was considered cosmological constant ,ω<-1where dark energy increased over time and ω>-1where dark energy was a scalar field that changed over space and tme rather than a fixed constant with critical density ΩΛ in λ cold dark matter and Hypothetical Dark Matter whose absence would alter contemprory cosmology by making the Universe age older and mimic dark matter to say 26 to 27 Billion years old without actual particles instead 13.8 billion years with an uncertainty margin of around 20 million to 40 million years which had ignored the needed rigour mathematically.

As such an arbitrary assumption of existence of  energy which could be made available for configuration was being made in PMC whose statistical mechanics was also based on the stochastic equation for quantum mechanics which left choice of the exact stochastic process of mutually excusive logical process open ( see Lobbying and Populist Judiciary) which when stated in terms =,≤,≥  with breakup/ degeneration of the quantum  state in act of observing/ interacting with the system causes a collapse would be a Null Hypothesis H₀ acting as status quo assumption. This gives emergent gravity from statistical mechanics in observer dependent nature of entropy production but with a fluctuation as depolarizing  noise in two point functions enthalpy heat entropy curve with connection to quantum thermodynamics which as space time curvature for information and entropy field that was to be tested. There would stress and cause tension in a constant H₀ ( fondly called Hubble Constant) which should have been empirically found to describe the current rate of expansion of the Universe but leaving the Gravitational Constant G largely unchanged yet not ruling change over billions of years either due gravitational  spin and rotational plane of polarization twisting gravitational waves itself as its magnitude was too small ( as in rotation angle of light polarization  plane passing through the sun’s gravitational field would be as small as 10⁻¹² radian).

The polarization  vector being in perpendicular position to direction of propagation as g₀ᵢ for gravitomagnetic field in the stochastic  equation (with c when used for speed of light as 1 in terms of light years in terms of geometric conversion between space and time as a constant with massless photon and light carrying momentum and energy without mass. If photons had rest mass the fundamental Laws of Electromagnetism, the behaviour of light and assumed structures of Universe would change on how much the mass was. A 1 GeV rest mass of photon comparable to proton the electromagnetic force would become microscopic short range interaction with electric and magnetic forces would drop exponentially over a distance of roughly 10⁻¹⁶ meters the size of single atomic nuclei completely destroying atoms as electrons would not orbit protons developing a short range physical potential ( like Yukawa potential proposed by Hideki Yukawa in 1935 as short range attractive force betweeused to model self interacting Dark Matter partices and short range galactic dynamics ) featuring a standard inverse distance Columb term multiplied by an exponential decay factor in a stochastic equation.Very small negligible mass of the photonnot effecting standard physics 10⁻⁵³ grams had not been ruled out even in contemprory scenario ) as a mystery in the Propositional Mass( Manifold ) Calculus. Formation of hydrogen, helium and lithium and Helium Hydride ion around 100, 000 to 380, 000 years after Big Bang, molecular hydrogen H formed in recombination of Helium Hydride reached with Neutral Hydrogen. While molecular clouds and ionized gas which were involved in star formation involving collapse of densest part of molecular clouds as clumping. These clumps aggregate more interstellar material increasing in density for gravitational contraction. Heavier elements such as Carbon, oxygen, nitrogen formed in the core of early stars  in evolution of Space Chemistry.

Most of interstellar gas in a galaxy would be in molecular state and molecular gas would change to atomic gas in fast transitions forming envelopes of mass as irregular and filamentary structure. Cosmic Dust and Ultraviolet Radiation emitted by the stars effected the composition of molecular  clouds as Cosmic Dust prevented molecular gas from ultraviolet radiation as ultraviolet photons would transform molecular material back to atomic state. Molecular content in regions of molecular cloud would change rapidly due to variation in radiation field and dyst movement. Resonance in radiation fields with electromagnetic waves matching characteristic frequency of quantum quantum mechanical system tesultingbin maximum energy absorption and coherent absorption therefore nuclear magnetic resonances.

The Space Chemistry and Chemistry of molecular resonances with delocalazation of electrons across multiple actions in a molecule or ion resonance hybrids and the resonance energy as extra stabilization energy in delocalized resonance hybrid in terms of resonance energy with energy confinement time like in magnetic fusion of plasma physics could have possible applications in resonance stabilization in organic chemistry and resonance and orbital hybridization chemistry. The torus( doughnut) shape and delocaljzed pi electrons in a resonance hybrid was most famously observed in Benzene Ring which formed one of the core chemical starting point for creating building blocks of RNA and DNA on early earth. The energy scale disconnect where biological life relied entirely on chemical bonds ( the breaking of molecular links where energy stored in standard chemical bonds or cellular  energy ( like ATP) was measured in eV( electron volts). 1GeV was treated as rest mass enegy of a proton and cosmic rays thresholds 1MeV as threshold for pair production for nuclear reactions, radioactive aloha decay, 1KeV for X rays and tight inner shell electron bounds, approximately 1.5 to 3 eV fir visible light spectrum and 0.3 eV for energy released by hydrolysis of single ATP molecule and 0.025 eV as baseline ambient energy environment and temperature required for liquid water and molecular motion.

Helical motion was the exact superposition of  a circular motion the ring and the translational motion as the helical motion as the opening and forward motion like unrolling a cylinder under radiation pressure. The Stable percursor benzene C₆H₆ as cyclic hydrocarbon which likely existed on early environment of earth later incorporated Nitrogen by engrafting through UV blast. Beyond genetic scaffolding it laid the basis of contemporary biochemistry. Thus resonance energy being difference in potential energy between most stable canonical structure and actual lower energy, actual lower energy resonance hybrid as both have  conditional confinement of energy in a stochastic equation. Molecular Resonance with its underlying geometric continuity where a thermodynamic  asymmetry on right side of chirality from where vector field bifurcated was not yet central to why left handed amino acids and right handed sugars  in electromagnetic rrsonance hypothesis of prebiotic medium and abiogenesis in alignment of frequencies, phases and structures as it appeared more complex in probabilistic model of origin of life as a possible result of of external information bringing together physics, biology and information theory( Nobel Prize in Chemistry 2026 only had elegant formulations based on chemical basis of asymmetric catalysis with non linear effects asymmetric amplification in chemical feedback loops. In 2001 there was a controversy when this Mr. Henri Kagan was not awarded the Nobel Prize to K Barry  Sharpless and Ryoji Noyori for catalytic asymmetric synthesis) formed the foundation of life as autocatalytic chemistry progression  was also based on it. Both non living matter and living matter had dynamical behaviours that entailed stochastic search of degrees of freedom and were producing macrostates  by variational primciple with thermodynamic assymetries with the biological systems evolutionary drive was resonance responses in stable non equilibrium.Uneasiness with life originating in random chance and resonance response was evident in the orthodoxy. Preference for oversimplified models as Henri Kagan’s model compressed the enantiomeric excess equation to a single equilibrium constant, monomer free bondary conditions and some sort of static pool with the assumption  that relative rates of reaction do not fluctuate over the lifetime of the reaction with rigid stoichiometric constraints there could be rate deception and kinetic degeneracy. The relevance of Henri Kagan and his co-winner was more for preparation of drugs as chemists faced this challenge while designing drugs for pharmaceutical companies rather than entering the origin of life debate.

The mass media reports of blackhole forming outside the solar system and Xth planet of 1990 did not find support in the scientific community without answering the puzzle of 10  but later estimates that 100 million blackholes roam among the stars in the Milky Way (10 June 2022 NASA Science), 15 June 2022 NASA announced that Hubble Space Telescope detected what might be a wandering blackhole which others contended might be a wandering srar only  about 5000 light years away in the Milky Way Galaxy which led to an estimate that the nearest Blackhole might be only 80 light years away( 15 June 2022 News Nation). In 2005 long signals from Big Bang Era were detected on earth, the first ever radio detection of deuterium( crucial fossil or direct clue of the Big Bang in the Cosmos in the hot minutes following the birth of the Universe) as heavy isotope of hydrogen in interstellar space (3 September 2005 Science Daily), as well as the most distant gamma ray burst GRB 050904 triggered by a massive star dying during the dawn of time when the Universe was only 700 million years old whose signals took 13 billion years to reach Earth’s detectors( 4 September 2005 science.psu.edu) and mysterious signals from dark region in space in 2005 again which remained a puzzle but whose location was traced to a source 20 years later as a Vampire Star and its victim (3 June 2026 Space.com). There was some hidden factor which some members of orthodoxy called a spurious correlation between  two variables that appeared correlated by coincidence in random parallels over time ignoring coincidence point index of two different functions would give the same output  in a stochastic equation of the Heretic using multiple regression often exposing trucated axes or axial decays. There could be a fallacy in e=mc in terms of increase in mass due to velocity ( relativistic mass) as gravity was defined as stress tensor and not just mass. Introduction of directional mass as Longitudinal m₁= γ³ m₀ and transverse mass mₜ= γm₀ effects the gamma term on the left hand side of the equation

There was a Millennium Simulation in 2005 of 20 million galaxies using more than 10 billion Dark Matter Particles with simulation being a cube measuring about 2 Billion Light years on each side( 4 June 2005 Science Daily) at Max Planck Institute of Astrophysics at Garching, Germany. There were other  Big Science Projects like the James Webb Telescope partnered by National Aeronautics and Space Administion NASA of USA, European Space Agency ESA  and Cansdian Space Agency  lauched in 2021 trying to gather information about the Cosmic Dawn and earliest Galaxies as far back as 235 million years to 280 million years after the Big Bang. Designed with infrared vision it was designed to look 13.5 Billion years back in time. A proposition in 2025 about primordial blackholes and redshift points as seeds of  supermassivd Balckholes emerged questioning standard stellar remants model. The unexplained surplus 1-3 GeV gamma ray radiation coming from the Milky Way detected in 2009 needed explanation. Other Large Strategic Missions were planned by NASA which had record as Langley Research being oldest formed in 1917. Uppsala Astronomical Observatory traced its history from 1741. Jantar Mantar in Delhi could trace its history to 1724 but Kodaikanal Solar Observatory came in 1899 only. The Royal Observatory Greenwich UK came into existence in 1675 CE.

The Hypothetical  Technological  Singularity without ruling out Impossibility of 0 Mathematical Hallucinations  had the assistance of better observers in space and used The Hypercube and Catastrophe in high dimensional space where a d  dimensional sphere was put in a d dimensional hypercube in a paradox where number of dimensions d grew to infinity as volume of the sphere shrank to 0% of the Hypercubes volume. The catastrophe occurred with all the volume of the n hypercube with δₙ concentrated at it boundaries and edges and a point appearing on one side suddenky appearing on the other side and changing shape. The radius of the observable in GpC( Geoparsecs which was a length equal to 10⁹ parsecs and one GpC equalling 3.26× 10⁹ light years) the obsevable Universe was estimated to be 14.26 GPC R which could contain N₍g₎ galaxies could form long filaments of ordinary and dark matter with extensions several tens of Megaparsecs connected clusters and group of galaxies which was compared to number of neurons in cortical grey area and cerebellum organized as a neural network in the brain composed of lipids, proteins, carbohydrates, soluble organic substances  and salt, an uncanny resemblance of about 100 Billion galaxies and human brain connections of 69 to 86 Billion neurons  gave a structural analogy of neural networks in a study in 2020. Polarization of proteins to photons and blueshift in what was called photogenetics gave a Hypothetical  Space Entity in Baryonic Accoustic Oscillations forming a structural analogous structure  like human brain for less than an attosecond depolorizing as rapidly on interaction with time tesolved photon due to random quantum and thermodynamic fluctuations as an Hypothesis about the Past amidst thermal entropy. It was cognitively unstable playing a role in Apocalyptic  Eschatology  of the Hypothetical  Technological  Singularity. Its absence and domination in early or later stage of the Universe was a constraint for discarding or modifying multiverse and eternal inflation while enforcing low entropy Nearest Big Bang as per Higgs Center For Theoretical Physics Established in 2012 at University of Edinburgh after claimed discovery of what was called Higgs Boson in 2012 by Large Hadron Collider at Switzerland. There was more to come in the form of Higgs Center For Innovations announced in 2013 which officially opened in 2018. Cognitive Instability in the Multiverse arose from the Paradox where infinite expanding space generated many conscious observers and these random brain duplicates outnumbered the normal brain and with artificial/ false memory of life never lived made  it irrational to trust existence in self defeating loop and impossible to define and detect Alien Neural Networks. The cumulative  number of spontaneously formed cognitvely impaired disembodied transient observers outnumbering ordinary observers formed in the conventional way. The ordinary observer while observing the future eternal Universe on time like and light like cones after finite time of its begining and before the yet undetected dark energy taking over the asymptotic stability of geometrical continuity expanding ( something like rotating de Sitter Universe ) from inner part of  a torus topology ( hot plasma specific to sun  formed about 9.2 billion years later after Nearest Big Bang physics) which would create an event horizon creating a space time structure similar to a quantum vortex simulating someting like a Minkowski Spacetime with three spatial Dimensions and one time dimension as it forms a inseperable space time continuum where space time interval remained constant in the stochastic equation. A hypothesis about Universe being older than 13.8 Billion year old based on most recent Big Bang and its Cosmic Microwave Background Radiation and expansion of the Universe and solar system about 4.568 billion years old could be verified with Small Big Bang Model and bumps when shifting GeV scale to TeV Scale in compression and inferring  Compactification from statistical mechanics. The Background in terms of PetaeclectronVolt or PeV Hypothesis about the past could be retained as background of Observable Universe and Furthest Big Bang.

Extended Neural Networks Neuroecomics intersected with Non Extensive Thermodynamics Econophysics using thermodynamics and statistical mechanics using probability and incomplete knowledge at microscopic level to bulk properties as temperature and pressure. Statistical ensembles( upto molecular level in neurology), variational optimization with convex maximization and comcave minimization in stochastic programming to develop relationship  if statistical ensemble from statistical mechanics and information theory with convex maximization and concave minimization lay at core of its thermodynamics. Treating entropy as strictly concave function of probabilistic distribution maximizing a concave function over over convex sets would be a tractable optimization method.Free energy and energy dissipation and information processing.It looks at average behaviour and collective probabilities. The statistics of distinuishable particles across energy states in thermal equilibrium ( Maxwell Boltzman statistics ) or statistics of  indistinguishable particles in quantum states had a situation of identical particles in indistuinguishable states as condensates ( like Einstein Bose condensates) or non interacting particles in superfluid condensate as Fermi Dirac condensate of fermion which required even lower temperatures and in bound paired states acting  as a Boson was largely used. The non zero scalar as a particle for which no fixed temperature was given ( a loophole on genus surface in symmetry breaking giving a massless particle called Goldstone Boson which would be consumed by gauge bosons to give a leftover particle which they called Higgs Boson which would have a very heavy mass with spin 0 as a scalar boson and parity 0⁺ i.e. a spin 0 and a +ve intrinsic parity of +1 with 0 electric charge in close relationship with massless photon carrying large range electromagnetic force and W and Z vector bosons with spin 1 like other force carrying bosons which carried weak nuclear force and matter particles quark ,electrons having spin 1/2 ). Becuse it was a single subatomic particle in electroweak symmetry breaking  produced in high energy settings and carrying immense  energy 125Gev/c² roughly in a setting of 155 to 160 GeV in 10⁻¹² seconds after Big Bang as ambient temperatures dropped to 159 GeV, this particle was supposed to undergo a phase transition and give  particles their mass in deep inelastic collision and would be merely a mathematical re shuffling of degrees of freedom via a gauge transformation only for deeply inelastic scattering with vacuous statements like eating massless Goldstone Bosons with a extremely fine tuning at modest 125 GeV as a tiny ripple in an invisible field which was said to be universally spread,but it would only be a valid prediction if there were to be bounce  of the energy surface of particles in elastic center stretched  collision in some sort of a transient field awaiting discovery in particle collision.

The random fluctuations in strong nuclear force field causes these local strong force to effectively accumulate and imprint on spin orientation of phi mesons Kᵠ with same flavour quarks and anti quarks and electric charge 0 unike mixed flavour mesons K*⁰ amidst K⁺,K⁻( K mesons  Kaons containing a strange quark or antiquark paired with an up or down quark  with +ve and -ve electric charge which decays through the weak force for the hypernuclei). The pi mesons π⁺,π⁻,π⁰ ( made up of one quark and one anti quark with +ve -ve electric charge and hadron( composite particles made up quarks held together by strong nuclear force) with +ve -ve  electric charge and Hypothetical π₀ charge conjugation reversing the sign of electric charge in large charge symmetry breaking which may not exist all. Amongst other types of mesons υ mesons with bottom quark anti quark and electric charge 0 apparently completed the scenario temporarily with weak and strong symmetry breaking as strong symmetry applied to mixed states with symmetry operator acting on both sides of geometrical continuity U₍g₎ as U₍g₎ρ=ρ or ρU₍g₎=ρ while weak symmetry would occur with density matrix being invariant under under conjugation and the ensemble was symmetric as a whole but allowed individual components in the mixed state to break symmetry or have different charges.An open quantum system could have strong symmetry break down to weak symmetry in what was called Decoherence. Where microstates would be detailed configuration of every particles position and momentum and macrostate would be the overall condition defined by macroscopic variables like energy, pressure and volume. It had a postulate of equal a priori probability where in an isolated system at equilibrium every allowed microstate was equally likely to occur. The statistical entropy S through the number of microstates Ω  accessible . Different physical conditions had identical systems as ensembles and there were microcanonical ensembles used for isolated systems with fixed number of particles, volume and total energy. The entropy field would be a scalar field along with temperature with no directional alignment and pressure which though acting perpendicularly on a surface its direction comes from orientation of the surface are part of the entropy field which was scalar field. Points on the manifold required scalarization while compactification would also yield singularities in the scalarization in compactified manifold which would  develops spontaneous scalarization with compact internal manifolds with non zero scalars forming in with SU and genus surface g. Canonical ensembles was used for systems in thermal contact with Heat bath maintaining a fixed temperature and Grand Canonical  which exchanged both energy and particles with its environment. Phase transitions and critical phenomenon were to be seen with microstates in Fermi Dirac statistics or in terms of Einstein Bose statistics.

Quantum entanglement and quantum mixing interact when a system  was in statistical combination of states rather than a single perfectly known pure state. Pure Entangled State were there when two particles formed an inseperable whole and the total system had a completely known state even though individual parts looked random or mixed when considered alone while a statistical ensemble as probability mixture of different quantum states arising from incomplete information,thermal noise or interaction with external environment, statistically mixed and entangled states were to be considered. The statistical mixture ensemble representing ignorance or combination of distinct physical states had to be distinguished from quantum superposition describing a single pure coherent state exhibiting interference effect. For pure states normalized Tr(ρ)=1 yielding Tr(ρ²)=1( idempotent) in an idempotency test, while for energy constrained random mixed states Tr(ρ²)<1 defining microcananical density for mixed states linked to specific thermodynamic temperature  and entropy reflecting non zero statistical entropy. A Tr(ρ)=0 for Traceless and flip of rotational plane of polarization. Regression of quantum mixed state statistics would involve estimating continous properties, parameters or time evolution behaviours of statistical ensembles  while pure quantum states in single randomly sampled pure states which mimic linear response time evolution with fluctuation dynamics suppressing statistical noise of superpositioned states with independent contributions from multiple basis states rather than thermodynamic ensembles of mixed state. Classical statistical correlations could mimic quantum correlations. Genuine quantum relations had to be tested with density operators ρ entangled as ρᵢᵢρⱼⱼ≥|ρᵢⱼ|² and coherence distinguishing entanglement from superposition. A relationship between entanglement and symmetry were complementary to standard entanglement.

A Best Fit Regression and another as Retrofit Regression depending on which randomness was prioritized identified phase transitions and boundary conditions by considering their slopes and intercepts as well as verifying covariance.  Orthogalizations Energy on left hand side of the stochastic equation assumed both variables on x ,y contained measurement error further pointing out asymmetry of physical causality. It points to one of two fundamental scenarios depending on context of the experiment either in terms of direction of the fit as vertical or horizontal or the nature of errors accounting for both variables. Arguing that a 5 Sigma Test which as an arbitrary rigid threshold and was unscientific as an over conservative line in particle physics to mean that the experiment result were so far out of random chance that it qualified as scientific discovery of a preconcieved scientific theory was merely overfitting data.

It was underestimating systemic errors like famous 2011 OPERA neutrino Anamoly which reached this arbitrary 5 sigma test but failed due to loose optical cable. This 5 sigma further confused a local significance as the probability in a specific narrow search with some sort of global significance over the entire experiment.  A lower threshold with independent replication with theoretical plausibility would be more scientific than a plausible number. Use of time assymetries and paradox of how mechanics and kinetics had irreversible macroscopic laws of entropy increasing over time as H value or negative entropy must always decrease or increase over time was the question.

Reversing the velocity vectors of every single particle at any given moment, the laws of physics dictated that they should retrace their step backward causing the entropy to decrease. The Trace Retrace ( see Methodological Frame of the Field) along with imcomplete trace/ traceless and that the assumption of colliding particles as being uncorrelated before collision and became correlated when they collided was too restrictive as there was possibility of configuring energy to overcome energy requirements for making correlated particles collide. Entropy always increased assumption would be uncalled for and trend towards equilibrium was statistical rather than absolute. The Past Hypothesis Burden in Thermodynamic Time and its difference with Psychological Time was glaring. It shifted the burden of explaining arrow of time to an unexplained initial cosmological boundary condition raising questions about it being a fundamental property of thermodynamic. Thermalization being treated as putting beta loop in resonance with other loops Origin Of Thermodynamic Time when driving frequency shifts even slightly out of sync with systems natural frequency there would be a frequency mismatch pushes and pulls  fall out of phase. The added energy cancels out and resonant amplification would stop. Resonance time or time dealy where energy is temporarily confined had to be recurrent. Its association with probability would be like in Atharva Veda Khanda 19 Sukta 54 19:54:1 “Kaaladapah Sambhavan Kaaladbrahma tapodishah”. In Statistical Physics it becomes the residence time. Time Translation symmetries, symmetries and conservation of energy even at atomic levels as electrons in atoms possesd fixed energy levels absobing or emitting specific packets of quantized energy for stable levels rather than taking on random intermediate values. For systems at a constant temperature the macroscopic properties like mean energy were fixed constraints to predict how particles distributed themselves across available quantum states, inside the boundary of an isolated system with no mass, heat or work could cross the boundary energy could change forms as potential  turning into kinetic would be a restatement of second law of thermodynamics that for a closed sytem with constant external parameters( like volume constant magnetic field) and entropy the internal energy would decrease and approach a minimum value while for an isolated system with fixed parameters entropy would increase to maximum value at equilibrium.

Closed systems would be connected to another but could not exchange matter while an isolated system had a fixed total energy and mass. For a system with fixed internal energy i.e an isolated system the entropy would be maximum at equilibrium as (∂S/∂X)ᵥ=0 and (∂²S/∂X²)ᵥ<0 at equilibrium when parameter are constant  while a closed system with fixed entropy the total energy is maximized at equilibrium for first partial (∂U/∂X)ₛ and minimum for second partial (∂²U/∂X²)ₛ for thermodynamic potential energy which was a scalar. Moreover energy itself was a scalar and under rotation of coordinates could yield a scalar invariant. Parametric pulses for altered ₑᵟ for desired time domain with envelope finctions for p(t) could be possibilities. The Boltzmann constant would be fictional due to growing  redundancy of groups and arguments would come down to there being fixed energy or energy available or not for configuration for ground state configurations and excited state configurations. Another controversy regarding Vaccum Energy Density existed which would ube relevant as a magnetic field could be expressed as and behaved like pressure and be involved with a pressure gradient even in 0 point energy as Quantum Field Theory postulates of Universe being fluctuating field of matter fields whose quanta were Fermions and force fields whise quanta were Bosons which had 0 point energy which was a scalar which some versions claimed could be developed in terms of + ve 0 point energy or -ve 0 point energy.

The degree of asymmetry in fundamental free operations which could be projected about how much asymmetry the quantum state had Baryons with three quarks, mesons with one quark and one anti quark, bosons as force carriers having no quarks, the quarks were supposed to be bound together by exchanging particles called gluons driven by colour charge in colour confinement inside the neutron with two down quarks and one up quark and proton with two up quark and one down quark, the quark gluon plasma creating the strong nuclear force there would a missing nuclear force acting as residual force mediating exchange of mesons ( specially pions). In the dense plasma of early universe with tightly bound baryons with photons( which had emerged about 10⁻¹⁰ seconds ( or 0.1 nanoceconds or 100 pico seconds while attosecond would be 10⁻¹⁸ seconds or one quillionth of a second something like a second to would be to approximately 31.69 billion years which are extremely short periods of time)after big bang electromagnetic force seperated from weak nuclear force which had happened around 10⁻¹² seconds after Big Bang. In electroweak symmetry breaking while the strong nuclear force seperated from the grand Unified Epoch 10⁻³⁵ seconds as gravity had already seperated earlier, the photons remained trapped in dense plasma for about 380000 years) there were Baryonic Acoustic oscillations in density fluctuations which caused outward moving spherical pressure waves in the fluid which moved at nearly at over half the speed of light.

The Grand Unification SU5 combining three seperate gauge interactions of SU3 strong weak SU2 and electromagnetic / hypercharge U1 with introduction of thermodynsmics had S4 to complete the picture with topological charge and topological effects bringing in gravity. The Epoch lasted about 10⁻⁴³ to 10⁻³⁶ seconds Out of thermal equilibrium interactions  in rapidly changing Universe that prevented reverse reactions and erasing asymmetry led to Baryon asymmetry and matter anti matter asymmetry. These waves ftom Baryonic acoustic oscillations froze after about 380000 to 400000 years to form neutral hydrogen as the Universe became transparent and stopping radiation pressure. Unhindered travel of light began when Universe cooled sufficiently for electrons to bind to nuclei an event which was called the Cosmic Microwave Background Radiation. The frozen waves left a characteristic peak in galaxy seperation and spread across 490 million light years across currently. The M theory with its proposition of 11 Dimensions as length 1 as 1D, width 2D Depth 3D Time 5D and 6D as parallel Dimensions 7,8,9,10 D as all possible time lines and starting conditions and 11D where strings expand in 2D Branes could be  possible solution.

Even if the analogies were treated as metaphors by Orthodox Economists,  in the Normalization of Anti Establishment views and Far Right ideologies there was fatigue in welfare as wealth gap existed in terms non extensive thermodynamics of Econophysics or contrasting orthodx economics. In the shaped psychic landscape, a history of knowledge as to how knowledge was accumulated the human known constructs would take a central role. Extended Neural Networks Neuroecomics could give a society acting as an intelligent being with conditionally bounded rationality or irrationality.The Governance Architecture of organizing, securing and regulating information in the Digital Age raised concerns about long term public access and preservation. Digitalized systems managed public records with increasing control over what was prioritized or suppressed.  Information  leveraging and knowledge management were key issues. Who was to be projected as influential with manipulated bibliometeric metric while sharing, storing information and sorting information  into broad categories with new templates such that new facts could smoothly be fitted into an existing digital and mental framework there was the structuring of knowledge. With an order in the introduction of relationship and concepts into an existing body of knowledge it had become important to understand knowledge  structures.

There were things like Wikipedia which nearly had every physics,chemistry and math page along with notable individuals from every field, it had assembled a huge data digitalized on films, every song in films, on fashion and other subjects. It appeared to be a massive collaborative global community outwardly of volunteers, hobbyists, students and subject matter experts. It appeared be written by students, researchers and professors and professional scientists out of passion or to clarify complex concepts using pseudonames and hidden anonymous identities pretending to be common man. There appeared to be dedicated organized groups like WikiProject Mathematics but there also algorithm writers who were  not even aware of basic developments.Hobbyists and student enthusiasts writing foundational entries, fixing equations and adding refrences, speedy deletion of  pages using automated bots was some long term project of suppression and distortion of facts. There was some sort of manipulation as it was generally assed that building an international presence and becoming known globally  without travelling abroad required leveraging digital platforms  and remote networking while publishing  niche content. Hard copy publishing was nearly obsolete and too cumbersome to distribute and extremely slow in getting recognition as reading curated selected highlights online was much easier.

Google came to be a massive economic power by building a search engine in 1998 with Page Ranking Algorithm and taking control of digital advertising with Cost per Click introducing AdWords in 2002 and Google Ads while expanding AdSense in 2003. Acquiring key tech platforms like Android in 2005, YouTube in 2006 and Double Click in 2007 to create a data ecosystem which was profit seeking. The Ecosystem  was locked in by securing default search placement on browsers and mobile phones. By 2015 Alphabet Inc. which streamlined high profile digital services while separating long projects like Google Cloud and AI was initiated. A global Gemini Challenge was funded and organized by Google developed by its team as Google Deep Mind and Google Brain teams to uncover grassroots innovation and normalize AI native Building. It was a classic underdog strategy to showcase power in a complacency gap to frame itself as People’s Champion and bulding its own Brand Equity. Gemini Live Agent Challenge was launched  by Google and soon Google Scholar Search was the only evidence of being a scholar and a Wikipedia  page was there to certify the notability. OpenAI GPT, Anthropic Calude,Meta AI, xAI, Deep Seek, Mistral AI were up against Google Gemini with 19.3-20% of global generative chatbot, 90% search engine market share and 25% of AI computing infrastructure as compared to OpenAI assistants and ChatBot with about 76% world wide traffic share without a traditional market share of AI infrastructure hardware market as compared to AI computing infrastructure with Microsoft which had about 29% of the market computing infrastructure around 2025’2026. The issue was Goal Alignment of AI and its ability to communicate with and collaborate with humans, understand their objectives and with some adherence to instructional hierarchy. The problem of value alignment in terms of generalizing from a high level set of principles to act reasonably even with  conflicting objectives in Adversarial position in a Preferences Constitution  while not attempting any social engineering. This problem reared its head in chain of thought monitoring. Optimization of the outcome of the process but not supervising the process itself the chain of thought would loose relevance. Protecting it from Supervision Pressure required hiding the chain of thought. It could possibly becoming better at reasoning and manipulating its own reasoning process and analyzing its chain of thought. Amidst Algorithmic Polarization across the world with its Fractured Realities there was a decay in shared information  ecosystem as platform algorithm monetized outrage and citizens were trapped in ideologically seperated bubbles with conflicting micro-identities.Consensus building required for stable democratic systems in socio political entropy had left Europe disillusioned in the Neo colonial system but dependent on its framework. The dominant players in the market for institutional recognition placed at the intersection of knowledge  economy and attentional economy would have to reassess risks of physical, monetary and reputational harm which effected decision making amidst the Socio Political entropy and growing need for external validation.

Meanwhile the identification of metaphors across domains as obscure proverbs was complex, bliss in ignored geometries was being sought. There were to be two loci for arithmetic one doing exact calculation largely left lateization of the brain’s left inferior frontal lobe and the other  of approximation calculating task activation in the bilateral inferior parietal lobe. While the Intraparietal Sulcus as the number sense and magnitudes, prefrontal cortex holding working memory to solve multi step problem, hippocampus to retrieve stored mathematical facts. Small numbers were more of right sided brain activation while large numbers on left side of the brain, Inferior Temporal Gyrus showed preferential responses. The Quadruture of Intelligence of 90° neural phase  seperation in a physiochemical process where proteins and nucleic acid form dynamic compartments inside the brain forming droplet like structure for synaptic organization. By clustering neurotransmitter receptors forming building blocks for postsynaptic densities and presynaptic activaton( 2025 February ,PubMed.ncbi.nimnih.gov). Quantum Decoherence in neural tissues would decoher too quickly in 10⁻¹³ to 10⁻²⁰ in seconds or fractions of fermatoseconds to effect biolocal signalling before scrambling delicate wave like phase relationship in the 37° wet noisy environment of the brain’s raising issues about quantum consciousness and quantum thought in series of Decoherence in some sort of quantum mysticsm based on catecholaminergic neuron electron transport signalling in a theoretical framework rather than a proven mechanism for proton gradients essential for brain energy  in collapsing present scenario in electrophysiology and neuropsycology of awareness of present moment hypothesis. Then the various brain waves .

The reasoning in scientific and other cultural  products permitted use of mathematical metaphors and mathematical fictionalism proof needed to be beyond reasonable doubt and circumstancial evidence in terms of preponderance of probabilities. The research methodology of axioms( postulates which were taken to be true as nucleus of propositions  had a  disjunction dilemma and rules of restricted predicates), theorems( statements which could be proven to be  true using the axioms with absorption as a valid  argument along with law of contradiction along with commutativity of conjunction, and functional tautology). Then there were the proofs.

Begining with inductive logic( specific to general) where conclusions were not absolute instead were to be evaluated by their probability and weight of evidence unlike deductive logic( from general to specific) where premises guarantee  a certain truth. The problem would be where general premises were to be based on limited past observations and the top down approach of deductive reasoning. In inductive reasoning statistical inference, causal inference and  pattern recognition which are crucial. The other forms of logic would be Abductive logic (of drawing the most likely conclusion from incomplete information )or Analogy (in terms of comparing two things).

Propositional Logic( Propositional Calculus) had Atomic Propositions and Compound Propositions. Predicate Logic ( Predicate Calculus) had First Order Predicate Calculus with Universal Quantifier and Existential Quantifier  while Higher Order Predicate Calculus extended it and allowed quantification over predicates, properties and functions themselves. Decidability and Undecidability in predicate calculus with semi decidability in effective enumerability could be looked into further with 0th order propositional Logic and monadic identity in Predicate as being decidable with reflexivity, symmetry and indiscernibility of identicals . Impossibilty therems were expressed mostly as negative existential propositions or universal proposition. The m-th root and n polygon of geometry along with finite number of words ( symbols) remained the Logical.Tests of Significance

This would lead to Calculus of Differences, Calculus of Variations and Partial Differential Calculus. The dispute in the time line of development of Calculus of Differences and definition of functions by Gottfried Wilhem Leibniz in 1673 CE and fluxions by Isaac Newton in 1704 CE a derivative dy/dx or f(x) was instantaneous rate of change of function while both dy and dx were differentials.

Recognition of symmetry in Calculus as types of function symmetry were categorized by their reflection and rotation property when replacing -x with x and even functions as  f(-x)=f(x) which were symmetric around the y axis ( left to right) and odd functions f(-x)=-f(x)symmetric about the origin 180° rotational symmetry. This helped in evaluating limits( relying on intuitive limits) and computing complex integral equation. Newton’s fluxion worked without Limits and unjustified infintesimals where variables were fluent quantities over small periods if time But it had go to Calculus of  Variations where functions were maximized or minimized mostly developed by Leondard Euler in 1744 CE with functionals. Then the partial differential by Marquis de Condorcet in 1770 CE with symbol ∂.Many others played a role. The Potential Function would link a conservative vector field to a scalar field through the gradient operator F ⃗ =-∇V where V relates to a vector. Conservative vector fields were to have path independence as they did not depend on the specific path taken but relying on start and end points. Potential energy would be defined via integration of a conservative force dr⃗ :U= – ∫F ⃗ .dr⃗ . The next step was a Delta Calculus with epsilon delta ε-δ which unified discrete ( difference) and continous(differential) with rigorous definition of limits. For ε >0 there would exist δ>0. This happened around 1817 in works of Bernard Bolzano and 1821 in works of Augustin Louis Cauchy. Then comes d(d) which would be infinitesimal change in derivative for differential, a Partial derivative ∂ relating to a part to represent the rate of change of a function with respect to change of a change of a function in respect a change to one of its variables while holding all other variables constant. There was now a distinction between various types of curves as elliptic curves and others making it applicable to physics. Then Δ which would represent a finite change while δ would be a infinitesimal finite change. This would be used in finite Differences or Discrete Calculus.

Propositional Mass( Manifold) Calculus begins Fuzzy Logic with possibility from 0 to 1 as likely without historical frequency and probability as likelihood that events would occur additively summing up to 1. Sharpening of fuzzy geometry with  α level to degrees μ≥α and core extraction of mass with boundary thresholds to probabilistic projections as expected or statistical in stochastic proorocess of paralleld and fuzxy curves. It would step from Tests of Logical Significance to Tests of Mathematical Significance and then to Tests of  Statistical Significance. It would begin here with δ₁, δ₂,δ₃, δ₀ and its relationship to ε for f∼g as asymptotes with degrees of freedom and weak/strong derivatives for field derivatives which were as directional derivatives and gradients/ slopes along with force derivatives as infitesimal changes  and along with relaxed lower limits of integrals in weak integration as Conservative Fields as path independent and Non Conservative Fields with path deoendence came togethefrfor unknown values of mass to known mass approximations with conditional and unconditional confinement of energy and entropy energy as the energy unavailable for work due to disorder in its thermodynamic definition. Space theorems had to redefined with some properties in terms of vector space of functions with norm Lᵖ given randomly from same chaos entangled state as Trace norms with skewed growth function which measured size and regularity of a function with sufficient number of derivatives in a stochastic equation( unlike Sobolov Space). These random L functions with 0’s of zeta functions over finite fields had specific random angular matrix enesembles for moments and lower order terms of various lower order terms of various families of L functions As  Hᵏᵖ strong derivates with regular elliptic  and Wᵏᵖ weak derivatives where function u was a solution as third order elliptic where coefficients were Smoothend and had Compact Support C. Use of the stochastic equation ( as with skewed growth functions ) in vector valued integration for a non 0 and 0 scalar field was the issue(Ω, F, P) for V spin topological space. The photon spin could wind around a unit sphere in a loop which may not be unwinded smoothly into simple spin polarized state.

For discrete random variables and conditional entropy as remaining uncertainty in Y after possible outcomes on X becoming known. When all possible values were equally likely there would be maximum entropy and minimum entropy when one outcome had probability 1. Surreal’s would exist to plug in the holes as least likely and most likely outcomes which had a relationship to thermodynamic entropy  due to disorder. Most Likely are thermodynamic system’s  evolving toward macrostates with highest number of microstates according to Second Law of Thermodynamics, while for Information and probability a least likely event with unexpected and rare outcomes which  carried the most Information or highest Information entropy when it occurred. Conversely a predicatable or repetitive message carried least Information. Surreals number line would be discontinuous and would lack least upper bound. Mathematical Hallucinations in  AI were because of mixing likely with probability.

Standard Limit definitions based on converging sequences would not apply naturally as gaps would exist in standard real analysis topologies. Surreal infinitesimal as 1/ω instead of traditional epsilon delta had ε={0|…1/8..} which was greater than 0 for functional limit which were recast using infinitesimal proximity as near to neighbourhood approach. Microstate probabilities and macrostate probabilities are normalized and then renormalized for e= mcⁿ for conditional confinement distinguished from unconditional confinement with equations about mass in motion in terms of velocity with Terminal Velocity as the maximum speed an object could reach when falling through a fluidity of viscous space time but this Terminal velocity but would start vanishing in vaccum conditions of vaccum manifolding  of false vaccum and true vaccum with viscosity of space and one dimensional time( as continuum) goes away and multi dimensional time conditions .

To examine origin of Mass( amount of matter), its properties and motion in the Propositional Mass ( Manifold) Calculus was the next step involving Chiral Symmetry breaking and Spontaneous Symmetry Breaking using Scalar and Non Zero Scalar Fields, Vector Fields and Topology in a Methodological Frame. Origin of mass was not of electromagnetic origin due to electron stability in localized cluster of electrostatic charges  and stresses or even that there were two types of mass as Longitudinal mass and transverse mass or it was emerging from quasi particles and excitations of quantum randum energies at a point in space.In the Superfluid Vaccum models with unclear condensation as Bosonic Condensates and Fermionic Condensates which were paired condensate of a pair of fermions that behaved like bosons, vaccum was the ground state as lowest baseline energy near absolute 0 temperature in which collective excitations, ripples and quasiparticles move through. Elementary excitations and vortices moved through it. Time Crystals were  not strictly condensates themselves but quantum condensates like Bosonic condensates as quantum phass of matter where particles underwent repetitive cyclical motion that repeated in time rather than in space describing symmetry breaking behaviour in time periodic ordering in quantum systems. These condensates which could be varying or non varying equilibrium Bosonic Condensate to be considered a Time Condensate. Supersolids were rare quantum states of matter that had rigid ordered crystal structures of a solid with ultracold atoms ( polaritons)close to absolute 0 temperature while flowing with Zero Friction or viscosity with a space ordering and properties like that of a superfluid. The Vaccum Superfluid models had to be provided observational symmetry and Scalar invariant, properties time as  time like along a world line due to the type of Manifold.

As Propositional  Mass( Manifold ) Calculus used Topological Manifolds along allowing continous deformation to the tearing there were compatible geommetry with ∂∂̅ for ω in three orthogonalizations  ∂ to η for Δd,Δ∂,Δ∂̅ there would be g,g̅ related to conformal factor Ω.̇holding in a stochastic equation. Differential geometry and Topology with fibre bundles, connections  and curvatures were workable notions for bringing together gauge fields ( massless vector fields)and gravity. In pure gauge fields preserving symmetry under local gauge transformation the vector fields were to remain massless adding mass broke invariance using scalar energies rather than vector forces, gauge bosons like photons and infinite range remained massless and U1 to maintain consistency and unitarity for spin 1 particles in relativistic mechanics. SU2 symmetry was Isospin and weak interactions. With exceptions like what was being called Higgs Bosons with heavy mass such that vector bosons acquired mass was weak symmetry breaking.

 The massless vector field as Gauge Field interacting with Scalar Field in quadratic ⟨e|Φ|A₍ₘ₎ⁿA₍ₙ₎ᵐ→μA term⟩ and a non 0 scalar gauge field B₍ ₎(x) with usual gauge vector field A₍ ₎(x) in GeV rescaled to TeV developing a non 0 Expectation Value in the Statistical Mechanics  of Inferential Statistics was filling up a hoke/gap as a statistical particle from the same chaotic entanglement which could be developed as a hypothesis. SU3 were special unitary groups of degree 3 and 8 dimensional Lie Group composReplacing point like particles with 1D vibrating strings beyond gauge quantum fields which brought together symmetry groups like SU3×SU2× U1 to explain strong,weak and electromagnetic forces. The type of Reference  Frame ( coordinate system) and set of reference point being used as Inertal Frame of Reference or Non Inertial Frame of Reference would be arbitrarily chosen in the stochastic equation. Attempt to use both simeltaneously with pseudo forces was possible. Obviously which tangent vector would be time like, null like or space like could be developed. Yet again the Heisenberg type Uncertainty σₓσₚ≥ ħ /2 also emerged for microstates as Thermodynamic Uncertainty in the stochastic equation simeltaneously as  tightly restricted in time (t) and frequency from ω in three orthogalizations summed in orthogonalization energy in the left hand side of the stochastic equation for pseudo vector and pseudo scalars. The fluctuations in entropy continuum related to space time continuum provides arrow of time and potential for energence of gravity as space time thermodynamics and entropic gravity where quantum entanglement knits the fabric of the universe leading to information inequalities in an extension of spacetime thermodynamics in nominally coupled Scalar tensor framework with non 0 scalars with continuum limits of finite information and information  flux.

There were Pseudo differentials on left side of Geometrical Continuity giving them a left handedness, Differential on right side of Geometrical Continuity would be different with surreals. Propositional  Mass ( Manifold) Calculus with weak/ strong derivatives and Integrals relaxed lower limits and non standard upper bounds of limit which an integral around a Scalar or Scalar Line  Integral as Integrals with Relaxed Lower limits. On the left side there was convergence conditions amidst a general divergent tendency while on the right side conditions for divergence amidst a general convergent tendency with surreals in an oversimplification for Geometrical Continuity. There were equipotents,  pluripotents and null potents  on genus potential energy surfaces in the idempotency test  as probability densities were the key idea. The Foundational corner stone of formal logic and Mathematics the Universal Quantifier was only vacuously true as being a misinterpretaion of reasoning about reality in Propositional Mass( Manifold) Calculus Logic resources provided the fundamental tool to understand, evaluate and construct valid arguments.

Classical Thermodynamics  at macroscale with continous state variables like pressure, volume, temperature and entropy which could be taken to micro nanoscales as quantum thermodynamics with phenomenon like superposition, entanglement and coherence dealing with discrete energy levels, probabilistic outcomes with quantum fluctuations. Impossibility of perpetual motion was a part of thermodynamic principle with impossible machines creating energy out of nothing violating conservation of energy and second kind attempting to convert thermal energy completely into mechanical energy while impossible geometries in forced perspective. Open systems let matter and energy exchanges with its surroundings while closed systems exchange energy only to flow across boundaries while total matter would be constant. Quantum Fields were fundamental description of space composed of energy excitations that were particles and allowed creation and destruction of particles. At extremely low temperatures as condensed matter behaved like superfluid conserving particle number as vortices in  collective mode without viscosity or friction made up of electrically neutral particles  while its electrically charged version was superconductor with 0 resistance expelling magnetic fields. Viscosity of space with thermodynamic time where velocity gradient of space generated internal friction with viscosity coefficient depending directly on temperature and microscipic mean free paths of the constituents in fluidity, the viscous dissipation as an irreversible thermodynamic process continously generated entropy which yielded  a space time continuum in terms of continous entropy as the Universe expanded. Temperature difference between the fluid and apparent horizon would break the thermal equilibrium ( In the Planck Epoch (10⁻⁴³ seconds Temperature reaching 142 million trillion trillion °C space time behaved like a bubbling boiling fluid,  thermal noise and inflationary period with bubble forming transitions of cooling and reheating then by 1 second universe cooled to 10 billion degrees C though estimates varied. The deformed bubbles in turbulent fluid on the reheating taking spheroid shapes could be computed.

Types of waves in the fluid when perturbations propagated through the fluid would be acoustic waves of compression and expansion in compressible fluids with pressure variations related directly to density fluctuations where equation of state was required, surface waves or gravity waves occurring at the boundary interface between liquid and gas where restoring forces were driven by gravity and surface tension balanced against viscous stresses, shock and blast waves with steep non linear pressure fronts where viscosity and and heat conduction within the compressible fluid( in what was called the Navier Stokes equation) which had abrupt jump in fluid properties   Vorticity waves or viscous waves that diffused through fluid rather than propagate indefinitely governed by momentum equations. For linearization the convective term would be dropped and unlike Ideal Fluids the equations would turn into damped wave and dispersion relations a kinematic  viscosity a second order differential operator defined as gradient of a scalar field Δf for ∇f in 3 D coordinates as ∇²f= ∂²f/∂x²+∂f²/∂y²+∂f²/∂z² would imply curvature as a measure of local curvature of viscosity of space with time or as to functions value at a point as scalar point function and vector point fuction which in thermodynamic are state dependent but path independent  for conservative forces,the point function differing from the average value of its
surrounding neighbourhood which were in closed loops and had position dependence would have a physical meaning for potentials in a vaccum.The Propositional  Mass( Manifold ) Calculus would begin with two point functions and the stochastic equation( see False Prophets and The Cultural Revolution) with its restated logical mutual exclusive  =,<,>. Written one above another for free choice of type of process and random outcome in disambiguation.

  What would happen to the much touted Navier Stokes equation of smoothness and existence where non linear relationships with a convective term of heat moving through gas or fluid ( hotter parts roses and cooler part sank) which could develop a singularity and infinite velocity which would break down the model in real world scenario. Colllective AI was supposed to have had solved this on 8 September 2026. This equation did not explain fundamental origin of matter itself but applied only after matter already existed. Superfluids could be modelled after two fluid model with fluid split into viscous normal conponent governed by the modified Navier Stokes equation and inviscid superfuid component with potential equations. (ρₙ,vₙ) and (ρₛ,vₛ).With a mutual Friction Fₙ representing superfluid vortices for μₙ.

For incompressible fluid with constant density and viscosity the momentum was supposed to be an equation for continuity and existence and possibility  of formation of a singularity was posed as a Millennium question to the equation formulated in 1822 by  Calude Louis Navier and reformulated in 1945 by George Gabriel Stokes.

A compressible fluidity of gaseous state whose density changed as volume changed under  extreme external force and pressure while incompressible fluidity of liquid states whose volume stays the same under pressure. Stated in terms of u (in x direction) initial velocity and v ( in y direction) final velocity while w ( in z direction). Terms like pressure gradient∇p and external body forces like gravitation g though a global path was not defined to find a unique solution and find where the fluid flows boundary conditions and initial conditions were to be specified. They did not restricted to conservative fields as such but required conservation of mass and momentum and written in conservative ( divergence) form implying all spatial derivatives were kept outside or inside fluxes. Fluids subject to viscosity would dissipate mechanical energy to heat but due to viscous friction mechanical energy would not be conserved. Advection was the horizontal transfer of properties by the mass flow of fluid and convection the vertical movement of the fluid driven by temperature and density differences providing buoyancy. A conservative field would conserve total mechanical energy being path independent as total work done would be in a closed loop of value 0 while a non conservative field would dissipate energy through heat and would depend on the path taken in a closed loop with value as non 0. Conservative forces would be derived from a potential while non conservative forces would not which would make conservative forces as path independent and non conservative forces would be path dependent and not conserving total energy. In kinematics which could be u as U potential energy and v electric potential in some contexts was ∂u/∂t+u.∇u= -∇P/ρ+ν∇²u set for ∇.u=0 with ∂u/∂t rate of velocity over time , u.∇u convection fluid motion with changing velocity ,-∇P/ρ pressure gradient for change of density( to which u , P  which density variation ρ could be tied to temperature and convection as heated fluid where buoyancy drove motion,  ν∇u viscosity term  set for ∇.u=0. Waves could propagate in incompressible fluid despite constant density condition provided there was a restoring force such as gravity, surface tension or boundaries and  ∂²u/∂t²  acceleration of medium displacement over time and  ∂²u/∂x² curvature in space.  As f(x) =1/x when  x=0 there would be a vertical asymptote as well a singularity where function wpuld be undefined if there was no δ₃ and ℵ₀ was at δ₁.the vertical asymptote would go up and down towards plus and minus infinity. An oblique slant asymptote would place  δ₂ at an infinity in infinite dimensional vector space. The delta δ sets a limit in simple calculus as which  sets an error tolerance or closeness distance for the input variable x to guarantee that functions output stays within a chosen target tolerance limit ε. For every ε>0 there would be δ>0 as ε−δ ( epsilon delta) as a rule which effected the exponent on the right side of the stochastic equation when δ(x)=limit (¹/ε√π)e⁻ˣ²ᐟᵋ² Singularity would be a point where a mathematical object like a function, curve or surface breaks down, or blows up or fails to be well behaved just as when a calculation tries to divide by 0 causing the value to shoot off towards infinity.

Types of singularity could be identified as isolated singularity as a point where the function was bad but at points immediately surrounding it were well behaved. Essential Singularity where the function behaves erratically and oscillates infinitely as it was approached. A Removable Singularity could be fixed. Geometrical singularity would be sharp corner, cusp or a self intersection. In Propositional Mass( Manifold ) Calculus the  δ acts along with a delta Δ fuction which was not a true function as δ₁,δ₂,δ₃ were for δ₀ intersection of poles n,m of  0’s of degree m, n intersected. The connection to simple calculus was through Δf and Δt→ 0 as shrinking interval became instantaneous value at a single moment ( used for deriving instantaneous acceleration from velocity)   on horizontal δ(x )( fondly called Dirac Delta) was  a limit of sequence of ordinary functions  as shrinking cluster symmetrical around μ  or rectangular pulses as their width approached 0 in the pointwise limit, it did not converge to an ordinary function, it equalled 0 everywhere except at the origin where it blew up to infinity. While δ ₜ,₀  in single arrangement of j=0 for δᵢ,ⱼ ( fondly called Kronecker Delta) became a δⁱⱼ as a tensor which was an algebraic object and second order tensors were built on  e₁,e₂,e₃ for a plane perpendicular to v unit vector as a cube as stress tensor. 

In the the Propositional   Mass(Manifold) Calculus the Navier Stokes equation, waves emerge in  the equation when perurbations propagate through the fluid balancing inertial acceleration,pressure gradients, viscous dissipation and external forces like gravity. Convection( of heat transfer of a system was ρ₀(∂V/∂t+V.∇)V=-∇P+μ∇p²V+P(T)g with force term ρg could also be taken as on genus surface g as heat transfer being radiation did not need a surface but convection and conduction did and Energy Heat α∇²T where α was Thermal diffusivity.∂(ρE)/∂t+∇.(ρEv)=-∇.(pv)+∇.(k∇T) for E=e+1/2|v| as p was thermodynamic pressure, k thermal conductivity, T absolute temperature, τ viscosity stress tensor and g body force. The Viscous Dissipation /friction as heating ∇.(τ.v) in irreversible conversion of kinetic mecanical energy into internal thermal energy. Formulation in terms of enthalpy h or temperature T were also attempted. Navier Stokes equation would not apply to probability flow but to mass( amount of matter in an object)and physical momentum. Probability ( likelihood of a state)flow could be treated as fluid flow and ρ probability density chance of finding something at a particular spot  behaving like density of a real fluid, probability current J as probability flux( speed direction of probability  and probability flowing past a point) with continuity equation ∂ρ/∂t +∇J=0.  The probability flow equation and the mass momentum equation intersect for two dimensional stochastic version of Navier Stokes equation as homogenous incompressible viscous fluid as u=u(t,ξ) and p(t,ξ) as the velocity vector and the scalar pressure for t>0 and ξ∈R as ν>0 would be kinematic viscosity parameter in the stochastic equation for 0≤δ≤1 for closed positive unbounded operator extending the Navier Stokes equation for genus surface g for noise. the term energy genus surface p,h,g were reinterpreted for earlier versions of terms p,h,g.  Forced randomness from could be masking the instability of the system’s inability to naturally transition from smmoth laminar flow to chaotic turbulent flow of irregular state of fuid motion  of rapid mixing, swirls and multi scale eddies as distinguished from small specific disturbances from a baseline, steady or equilibrium state. Both equations for probability flow and mass flow use the same continuity equation  ∂ρ/∂t +∇J=0 as J=ρv in mass flow/flux or for probability flow J=vρ describing how likelihood moves across a phase or physical space over time. J(θ) would be a robust loss function for λ≥0 in terms loop θ ( self reference geometrical continuity and Methodological Frame of the Field) shrinking all weights towards 0 without making them actually 0 removing irrelvant variables with the kink and sparsity introduced in vorticity ω such that vorticity would be concentrated in small isolated regions as at vortex cores and vorticity being treated a pseudo vector and ω being treated as a curl. In the Navier Stokes equation Temperature being decoupled and removed from this momentum equation by assuming fluid was incompressible with ρ constant and isothermal  as T remains constant for β₀ and ρ₀ constant using just Continuity and momentum required a surface genus g≥1  maintaining energy conservation restricting the vector fields that could exist on a Manifold decomposed into gradients with a coexact curl and harmonic field component for incompressible fluid on the genus surface g. The fluid flows around the holes with vorticity ω=∇×u in case of  growing without bound |ω| →∞ in terms of angular velocity or angular frequency ( as relative frequency probability or in terms of capture probability of data sniffer as non linear feedback loops in the interior would have the spinning fluid would stretch the vortex forcing finite massive energy into a infinitely small region causing the equation to blow up to a infinity with viscosity as distinguished from no viscosity condition as divergence free ∇.u=0 ) without viscous dissipation. But there was no buoyancy driving force in temperature independent viscosity. It would have to handle quantum fluidity of collective flow without standard viscous drag as without resistance. Bubbles forming at the interface of liquid to gaseous in polytopic exponential on right side of the stochastic equation would effect gamma on the right side as gas filled spherical bubble would have oscillations and a colllapse time α for normalized ̇r̅· and collapse time andβ= r/r₀ for Bubble of radius r≡ R/R₀ the γ function amplifies to √π in the stochastic equation. Heat Flux continuity where thermal energy leaving the fluid mass exactly equals thermal energy entering the solid along the normal vector n as -k(∂T₍ₑⁿf ₎/∂n=-k(∂Tₛ/∂n)  the functional being as sibscript as conditional/unconditional  confinement of energy in envelope space ( for family of functions or curves as a single curve smoothened by integration of Bosonic resonances that was tangent to each member of the family at some point, there was a upper envelope and lower envelope) as envelope function describing extremal growth or asymptotic behaviour( see geometrical continuity and stochastic equation) from convection and conduction of fluid domain with high compressibility and expansion effects gaseous states and expansion effects to conduction only of solid domain with matching boundary conditions at the shared interface with non compressibility using a solid domain equation  ρₛCₛ∂T/∂t=∇•(kₛ∇T)+Q(Heat energy added or raised) as conjugate heat transfer with specific heat capacity.

Data would be a conceptual entity rather than physical entity in traditional sense it would be in sense of information which could be stored in Hard Drive made of physical entity. Stored in synthetic DNA, molecular or organometallic complex molecules or nanoscale lasers heating on super lattice increasing magnetic data or silica. Data flow and bubbles built in data base with geometry defining physical domain then would transfer structural outlines or fluid volumes as input data to meshing module with discretized geometry into  spatial grids and assigning initial parameters like inlet/outlet pressure, mass flow rate, fluid properties ( density, viscosity) and thermal characteristics further updating flow field data and system coupling .Collective AI giving computation of formation of such singularity without any plugging of the hole with surreal and formation of data singularity where a Hypothetical Technological  Singularity  could handle workloads that once required complex distributed systems in contrast to an Alternative  Hypothetical AI Technological Singularity driven by massive data and recursive self improvement  along with the Hypothetical Technological Singularity   the speed of intelligence  explosion would accelerate past human comprehension if the stochastic equation also governed Technological Development.

Arguments could be on facts, on definitions or arguments on values. Dynamic allocation of logical resources in distributing and assigning abstract intangible assets in structured logical process involving sequential framework as data accumulated for efficacy or frequentist framework with fixed sample size. Validation requires content evidence covering the domain to be measured and response process evidence for intended knowledge. Value would then primarily be generated when others are given access to utilize and experience as access value of value in use. Value becoming illusion driven  by the human desire to overcome inherent existential emptiness in a projection of transformative power onto economic value with illusion of security in a shared social fantasy remained a problem. Projections of physical utility onto objects where it was not existing naturally had a purpose. The irrationality of rationality had hidden contradictions and there were proofs by contradictions where a statement and its exact opposite were both true or by reduction to the absurd..

Defining a scientist or even an economist on the basis of academic qualifications or methodolgy used was wholly incorrect. Economics of Big Science projects would be a little different as public goods in which private markets under invest  and market failures  were involved Valuation of illusion which could provide legitimate human satisfaction would require how much people were ready to pay for an experience making collective sentiment and scarcity premium crucial. Value creation in producing goods, services or experience  should  have had worth more than cost of inputs. Percieved value and market value and value addition for differentiation and higher margins with value capture in securing a tangible profit required quantified metrics. Utility  in terms of an energy surface where the utility function could be modelled  as the negative of the energy surface and utility maximization as energy minimization problem where system seeks the lowest state of energy or highest energy as the energy surface would be potential energy across different states or configurations, utility would  peak as constraints (energy barriers) were satisfied. The criticism of the term entropy was not about its existence but how it was defined and conflation with disorder and over extension to non physical systems. As order and disorder it was more a thermodynamic statement and energy dispersal. While as information entropy seemed to exclude semantics and its conflation to subjective ignorance.In Information theory it correlates to high randomness and unpredictability.

The question of origin of the universe modelled in fields with quantum fluctuations and symmetry conditions like translational, rotational and invariamces. In the early universe  where fundamental forces were unified and symmetric, as the universe expanded there was spontaneous symmetry breaking along the kink and anti kink in the flow with forces being classified weak and strong and distances( range of their influuemce as shape and structures arose. There was an economy in terms of conservation laws, symmetry conditions structures and shapes as energy was conditionally confined and relationships classified.Canonical Quantization to preserve formal structure and symmetries with first Quantization reprented by operators, bosons and fermions, second Quantization was field version and there would be equations of motion around a scalar field and a third Quantization as geometric and mathematical Quantization for deformation and manifold M. A path integral formalism allowing change of coordinates between different canonical systems in a stochastic process the origin of mass as an emergent property from random fluctuations in stochastic background process in vaccum interaction a quadratic  variation would measure the intensity of the stochastic fluctuations linking inertial mass to stochastic noise parameters of the path. Resonance frequencies self organization resulting in mass of the excitation, there was a qea equivalence  principle for inertial mass with gravitational  mass.

The growing use of the language of foundational mathematics where a, b, c were constants and x, y as variables in algebra. In coordinate frames they would become a, b, c as vertices and x, y, z the axes. With spherical intersections of two spheres ( each sphere having two spheres inside and reducible to a point, they cannot intersect at only just one pont or two points. They either do not intersect, share an edge or overlap to form a complex polygon.The hyper cuboid formation or with three spheres each with two spheres inside  forming a hyper cuboid and oscillatory motion of the spheres when rotated together and oscillatory points with a spherical  metric in stochastic dynamic system given in the  stochastic equation ( see chapter False Prophets and the Era of Ideological Rogues) geometry formation of folds on 3D surface with boundaries between stable and unstable states forming lines of fold bifurcation. While when two fold lines on the upper and lower surfaces curve towards each other and meet each other at singular point cusps  are two types of Catastrophe.

Successful models often relied upon known falshood but idealizations became invalid when ignored background and neglected variables produced large effects. Challenging assumptions in economic models foundational premises on the basis of origin of shapes and structures, symmetries and conservation laws in Human Rights Economics as interactionscand relationship between humans, society were to be analyzed face the same problem of formalism versus reality again and again. Idealization with hyper rationality and perfect competition with its dehumanization without a time dimension and instantaneos adjustment, perfect information were problematic. The idea of allocation of scarce resources where ends were clearly defined as short term of long term and there were competing ends required that idea of minimum energy use be retained. The performance of economic model required asymptotic performance but asymptotic stability condition in models of economic  stability. Absolute stability in its static sense and relative stability which are dynamic  where stable equilibrium, unstable equilibrium  and a neutral equlibrium where the system moves to a new equilibrium position and stays there need to be considered.The stochastic dynamic process could lead to  price(polygonal) catastrophe as an extreme market event and systemic economic disasters. When 3D folded surface were to be projected on 2D control plane it would form a V shape, inside the V shape the control space projects to different stable states causing system to exhibit discontinous jumps as catastrophe or hysterisis. The folds on the surface showing two directioons as fold, cusp and two curves of cusps to meet at a point a swallow tail from two directions with α,β, γ parameter could be detected. Catastrophe conditions for vector fields in R, the high codimension imtersection points of n hypersurfaces( interpreted as null clines of vector fields Rⁿ) bifurcation points of non gradient vector fields could be found. These are hard and soft spheres in a metaphor for conformation states in abstract energy landscapes particularly immerseion of two spheres or three sphere submersion to understand surface deformation. When rotations are at a non uniform velocity and acceleration variance there would be continous exchange of energy between rotation and kinetic deformations which effects flows in the field around them. Geometric probability that three random points on a sphere will form a specific shape such as an acute triangle and specific triangle types. Spherical contact distribution function would give a probability that a randomly expanding sphere  will make contact with  a target point within a random arrangement of points, spherical excess E as the amount by which the sum of angles exceeds 180° gives E =(α+ β +γ )-180°and a+b+c<360° in terms of spherical triangles. Polygonal time leading to polytope time to polynomial time for computational and time series , from an arbitrary choice of axes and arbitrarily holding conformal map to be True the truth/ false table would be constructed and with strong and weak pairing a graph representation done.

Economic point of view as interplay of forces, particularly restorative forces which lead to the third state,and resulting intensities it would require a psychological continuum. The psychopolitics of consumerism turning tools of public and social relations mass consumer capitalism internal emotional impulses for use in corporate market expansion. As the political ideologies function were more than a set of beliefs which turned into how unconscious structures organized social systems with endless circulation of human desires and continous consumption leading to commodity fetishism of completeness, identity and status in Business Model of Democracy with tendency to become Fascism and provide sypport for Authoritarian Leaders offering false sense of collective omnipotence due to low levels of tolerance to uncertainty. There was entropy in public international law and private international law due to fragmentation of global consensus. The weakening cross border enforcement and borderless digital transactions  disrupting older temporal and spatial legal patterns while AI generated legal reasoning took over. Increasing information uncertainity and complexity caused institutional strain challenging global consitutionalism based on the idea that international legal system was evolving to limit state power and promote human rights. It still suffered from Legitimacy Defecit due to Neo Colonial global financial and econonomic system.

The Global Space Economy was valued at $450-$ 600 Billion driven by Commercial satellites, reusable rockets and downstream data applications and ot emerged as a major tech sector. It was expected to grow to $1.8 Trillion by mid 2030. Growing interest in Space Tourism which was costing $250,000  to $500,000 or more through Blue Origin( founded in 2000 by Jeff Bezos) Head Quartered  in USA working on space rocket engines, human landers or Virgin Galactic ( British American spaceflight Company Headquartered in USA founded in 2004 by Richard Branson) which showed a net loss of $56 million loss. The Space X ( founded in 2002 by Elon Musk, this Musk left South Africa in 1989, the year which was a turning point when the last Apartheid General Election took place on 6 September 1989 after prominent 1989 prominent anti apartheid leaders were released. Then in 1990 more releases .First Multi Racial Elections took place only in 1994 as collapse of Soviet Union marked the end of ots justification to continue with apartheid to counter communism.). This person Musk became the first official trillionaire in USA with massive support  involved in space transportation, telecommunications and artificial intelligence. Starlink of Elon Musk was providing €40 to €85 monthly residential fee to most Eurozone countries. With 1 Eurodollar being ₹108-₹109 India’s Reliance Jio dropped mobile data from ₹225-₹250($3.50-$4.00 ) per GB in 2016 to ₹15($0.08 -$0.15)per GB in 2026.  Starlings data in USA was $55 per month and select area would be $85 per month and would be ₹8,650 per month in India. Data Sovereignity was the real issue.The Space Based Economy would be a fresh spurt of Growth as space exploration, robotics and AI would grow with increased commercialization of Space and private companies being permitted to expolit Outer Space resources.  USA, China, Russia, Canada, UK, Japan, Luxembourg with India emerging as player was still some sort of tightly held sector.

Space Based Economy would have more of market disillusionment with large gestation periods, extreme capital intensity and risks as payload fails and rocket explosions which could collapse companies. Investor confidence had to remain unshaken in adversity.The economy becoming Billionaire playgrounds was already being noticed with geopolitical inequity and wealth gap increasing. Access to space and ability to use space resources was uneven and Space Elitism with a tiny minority of political states and hyperwealthy corporations with horizontal mergers of competitors internalized competition to control output and market prices by increasing market concenteration  focussed on market power was in a paradox termed quantity competition. It was to the detriment of consumers were already controlling 90% of registered satellite  communication system frequencies and orbital slots. They were effectively keeping out developing nations and Elite Club  syndrome had already been noticed in 2014 New York Times Cartoon on India’s Mangalyan. Membership of Elite Club and future Space Economy with monoloplization of space resources amidst loopholes in regulatory and liability fixing  framework was already showing effect. Dual use technology with use for commercial as well as military use had militarized space. The efforts were not limited to isolated mission in space exploration but also turning Moon into a refueling ststion for space missions for journeys to Mars and beyond. Not treating moon as barren rock but also but having abundant material of value  which could be extracted efficiently once technology grew  particularly rare earth material like yttrium and nedymium found in apatite, monazite and merrilite and Helium 3 which had accumulated on the lunar surface  over billions of years could could play a key role in nuclear fusion energy, advanced quantum computers and medical imaging, metagenomics and controlled environment.

Remote future would require  building a sustained presence human presence with habitats with closed loop life support,energy systems with microreactors, radiation shielding, communication networks was to be attempted. These remote future Space Based Economies used in-situ resource utilization and could be surface habitats or modular networks which seperated heavy industry zones, power plants, automatized data and hydroponic agricutural farms seperated from habitat clusters. Rotating orbital megastructures and Deep Space and interplanetary and interstellar Transit Vessels. Supply chains beyond earth as Red Giant stage of the sun would be getting close was an alternative future. Increasing industrial capacity, resource extraction and prodiction abillities for ecer expanding market would not be feasible nor new markets for capture avaiable as trade and tramspirtation costs were heavy. Carrying out physical intimidation and space wars with distant settlement and habitats as if they were on similar footing as in Globalized Earth Based Economy  with global dominance efforts and trade tariff wars was too difficult to carry out the near future Space Based Economies declining cost of future missions as space infrastructure and robotics would grow. Developing spacecraft transporting cargo and humans, repeated space missions, developing space tourism and setting up self sustaining space habitats wass extremely expensive and there were Huge barriers to entry.

Definition of scarcity was altered as Space Economicsw was distinguished from orthodox economics assumming a static pool of scarce resource or infinite technological development replenishing the depleting resources. The Business models Space Economics in near future was upstream of building and launching hardware into space or downstream of turning space derived data and signals into commercial services on earth. In the earlier stage of Development of Space Based Economy in near future with major share of revenue distribution from  the ground and satellite service, then satellite manufacturing and components and earth observation data, intelligence than of the launch pad and commercial lauch services. Consumption of data and relate telecommunication, television transmission were main concerns. For the earlier phases the extended macroeconomic models and its production and growth functions worked. In later phase it was space mining of minerals and resources and processing centers, pharmaceutical production with robotics and imoroved space infrastructure, remote futures developing human habitats as arising from necessity at interplanetary level and regular  trade and travel there would be trade costs and transportation barriers which would bring  alterations and consumption puzzles as in  Globalized Earth Based Economics where international  consumption was less correlated to international output, high correlation between domestic savings and domestic investment despite financially integrated global capital market creating problem  of global risk sharing along with short run data where individuals saved more as income increased and in long run data the percentage  spent remained  the same would rear its head.

The Hypothetical Space Based Economy with controlled  Environment and Hypothetical  Globalized Earth Based Economy worked in an Effective Field  had asymptotic divergence and expansion and scale disconnect.inherent even when dimensionless regularization  was carried out. Market Design Supply and demand trading on market intent of Big participants and institutional order flow with Demand Zones and Supply Zones along with trading of options avalable to the investors as well as consumers as in financial Economics  and supply and demand of consumables sayisfying needs and utility as in orthodox Economics would also work. The limitations to Welfarism would not be unsormountable as seen in  Partially Globalized Earth Based Economies with prejudices as Ideology. The avalable  options that would alter as opportunities arose on time like and there was no exclusion of non monetary values as in welfare economics earlier. Non market values like community heath, mental health and human rights with intrinsic Justice were included.

Hypothetical Space Based Economies of Remote Future with Refined Production Function and Skewed Growth Function as regard to distribution of economic growth rates, across crossections skewness was what was termed as emerging. These skewed growth  functions were  those which lacked symmetry with own degree of asymmetry as γᵢ=μᵢ/μ⁽ ⁾for gᵢ=kᵢ/k⁽ ⁾ and Environmental  Load Bearing Value. Autarky model of Earth Based Economies would cause extreme inequalities across spatial distances and be self defeating making trading across distances.

The skewed economic growth as asymmetric distribution  for a non linear quasi concave production function across  x,y,z as  f(λ x₁ +(1-λ)x₂) with input like capital/ labour ratio on x, environmental stress on y and final output / growth rate  dependent on  time varying second moments ζ =αᵦ⁻⁽ᵃ⁾(1-α)⁻⁽¹⁻ᵃ⁾ for a ∝α as beta smoothed such that change in gradient was bounded in time. Savings as -c̅+ (1-b)Y effects -a of zeta function in second moment which measures resistance to bending or twisting under load of shapes) on y axis and invesment function on y as i=f(r,Y) in circular( as in financial modelling with opening and closing balance) with Y as income, as perpendicular force acting as pressure and inducing torque while effecting capital output ratio it becomes connected to orthodox economics. Intertemporal and linearity creating a problem for iterated expectations in stable environments with continous information flow would be too many conditions imposed at the same time and unreal for humans with limited memory and cognitive biases. Structural break downs and institutional panics as seen as Earth Based economies stability of micro consumption to macro stability for small changes initial condition leading to predictable final behaviour making behaviour of differential equation over time when moved from equilibrium point to a state where a systems rate of change was 0, both structural stability and linear stability given asymptotic stability, space domain x on coordiantes  to time domain with time domain t with a wave dispersion ω(k) given angular frequency with core banking system as in Earth Based Economy and Expectation.The δᵢⱼ becoming δⁱⱼ( something like Kronecker Delta) as stress tensor with fluidity. Cosine wave of  technology defined by induction Tₙₑ(w)ᶿ as the technology wave with market diffusion and adaptability could be axisymmetric with computational designs emphasizing rotational symmetry or asymmetric technology with asymmetric balance in symmetry breaking which could be restored by another symmetry breaking. The Econophysics could either be labour augmenting or labour substituting. Sustained investment and capital investment from internal resource mobilization would be required.The splitting of x axis from infinity to  0 in commutativity test for parallel growth of capital and labour, y in associativity test for parallel growth if internal and external environment in parallel growth  and z axis for distributivity test for parallel growth rates would have a pinched singularity which could become an Alternative Hypothetical Technological Singularity or hyperbolic growth like a flattened circular torus ( flattened doughnut shape) horizontally with a pinched singularity on x on right side of geometrical continuity in Mathematical Tests of Significance of a Manifold. If a removable singularity formed on the f(z) at z=a a limit coud be imposed lim₍z₎⇁ₐ f(z) as finite or lim₍z₎⇁ₐ(z-a)f(z)=0 or lim₍ z₎⇁₀ sin z/z=1 which could be removed by redefining the function so that f(0)=1. With continuity they form tubular axial and with bifurcation of vector space on right side it becomes the geometrical continuity with deltas described for chirality flow whose left hand side would given a fine structure constant( see appendix below list of chapters of Script). But the weak integrals with relaxed lower limits and fluctutions of upper limits with weak derivatives of multiple superpositioned geomtries which third order elliptic curves but could become strong derivative as function u due to Trace Norms arising from same chaos entangled states as Lᵖ as human rights economics needed strong derivatives on x,y,z as poor were effected differently from changing capital labour ratio on x, environmental losd stress on y and wealth distribution inequity on z, these human right economics equations could be solved only in the stochastic equation of Propositional  Mass ( Manifold ) Calculus. Fine Structure Constant(Arnold Sommerfield in 1916 proposed a crude inexplicable statemen on fine spectral lines in Hydrogen atom ) found on further rotation in momental ellipsod was a fundamental physical constant measuring the strength of the electromagnetic field in its interactions witb charged particles like electron and proton. As the constant moves towards the non 0 and 0 scalar towards the center it starts form a space time singularity with a circular disc event horizon and structural meltdown which connects it to thermodynamics  and near absolute 0 temperature at beyond event horizon where light also cannot escape and a blackhole formed. Magnetars written for U1 gauge phase symmetry from what hsd been fondly called Field from Dirac Delta electromagnetic gauge field enters a non linear regime in interaction eith 0 and non 0 scalar field for enegy density or baryon density which differed from blackholes which wpuld be SU3 gauge or different embedding of SU2 with extreme gravity and topological charge while Black Dwarf as SU3 or SU4 super symmetry condensed matter physics of chiral spin by induction into valleys of degrees of freedo from SU2 The value of this fine structure constant as 1/137.036 observed in Hydrogen spectrum which remained the biggest Mathematical Puzzle and deepest riddle as even 4% difference would make stars unable to produce carbon making carbon based life  form impossible.Identifying cause of assymetry to control where inflections occur where different combinations of parameters could yield identical curves  in statistical version with varying noise on v as velocity or w as width for loading angles θ could be used In 2D graphs often time was assigned on x axis but in 3D it not normally to z axis but on vertical y axis labelled as ct.

Such growth with skewed growth functions in Space based Economies which could be vulnerable to  downward plunges but limited in upward movement in Econophysics.  Countercyclical volatility for cross sectional dispersion, relation to second moment as mass  density distribution which corresponded to moment of inertia, in statistics moments describe the shape of  a probability distribution. The  output elasticities and orbital assets had to be scaled for fractional GDP contribution. Investors not treating upside and downside risks equally and a consistent investor confidence would be required. Underestimating risks of extreme events and growth would not be balanced or symmetrical around an average with progress and values along with clustering on one side and a long trail on the other. Positively skewed would have bulk of the growth concentrated on the lower end with a small number of extreme high performers or outliers stretching the tail to the right with few billionaires with others having modest earnings. Negative skewed or left skewed growth with most growth at higher end.

Space Value of Money with humanity and planet as stakeholders for sustainable finance and space economy would be dependent on  identities from space like, time like and light like of cones from a collapsed present. The spatial impact in terms of monetary flows would have a Time Value of Money focussed on chronological flows for alternative futures compounding discounting and oppertunity cost would describe how reality split or coexisted across multiple paths  based on thermodynamic anamolies in a frozen multiverse of complex time where the future existed in a frozen potential. Movement through the time continuum gave an Unfreezing Choice where actions actes as triggering only one possibility unfreezing unlike the static block universe of relativity. There was a finite dimensional geometry as normed vector spaces with linear structures with distance defined by the normal rather than inner product with unit circle or unit ball as convex, closed  set centered on the origin. The four dimensional Manifold on three dimensional space unit ball and time dimension unit ball with conics as future and past cones on a circular disc of present just as Krull ( Wolfgang Krull 1928) dimension but with split ring commutator( opposite vertical forces on either side of the loop  create torque ε=|ωsin(ωt)|in R as a generator in a Resonator of hypothesis about the past and choice of unfreezing  alternative futures in an effective field with loop approximations without split ring has no upper bound on length of prime ideal chains +∞ and 0 ring as -∞ for algebraic varieties of commutative rings with no ascending condition of left and right ideals dimensions of the polynomials rings were highly unpredictable the integer spins were broken. In the Krull dimension field k had 0 dimension  in general n and principal ideal domain had dimension 1. Maximal ideal had nilpotent. But  as there split ring commutator had 0’s of degree m,n and conditional and unconditional energy confinement were vibrating strings of dimensions 0 and 1 rather than ascending chains of prime ideals on left and right.Choices were limited in axioms of choice and future and past cone ( Minkowski Space time( with light like( null), space like and time like. Historical resonanances as resonances of the past in the present, the oresent which becomes the source frequency for the future as a resonance which would not be a random event but an echo or frequency generated by choices, thoughts and actions.  An Economic Fantasy World building with fictional resources reshaping trade, wealth and governance their was split between open market and command economies.

The fantasy economy would be a critical theory in political economy about how government and corporate interests misinterpreted wage, stagnation and inequality. Fantasy World Building in Economic Fantasy would make Imaginary as serious Frame with social imaginaries shifting market realities with fictional expectations as there would be real-world market distortions and institutional power of Central Banks. Positional goods valuing prestige and attention in a post scarcity  scenario. The Bubble of Global Currency with local currency as nested bubbled with energy as the Universal Currency could sound too futuristic to orthodox. Yet the 2025-2026 crisis was more about control over energy resources but the professional academician preferred micro and macro stability over in fiscal and monetary policy mix  through smoothened consumption as eye opening and was applauded globally and in India through mass media like Hindu based in Chennai.

Fictitious Forces in inertial and non inertial frames of reference with rotational axis shifts, quantum chromdynamics  and  Costs of Terra Sculpting with large scale spheres, force field domes using quantum electrodynamics principles of photons as both quanta of the field and as particles that could  scatter, absorb high energy photons  or deflected by the force field which also used gravity, a magnetosphere and the ambipolar field as the electrical lift in yet fictional technology to contain earth like environment inside seperated from external environment, terra forming on alien planets atmospheric, temperature and surface to make them habitable in the science fiction psychic dreamscape would continue. Economic Space Notion with risk propagation across across physical and orbital distances  and multilevel optimizations for stability and equilibrium. Age of the Universe based on most recent Big Bang in Universe tested by Small Big Bang with compression and compactification hypothesis from a Hypothetical older Universe the cones would cones rolling inside them. Model of Remote Future Hypothetical Space Based Economy as futurism could have some relevance to contemporary times also. The construction of ideal states of perfect competition and free market were completely redundant rather there were near future and remote future Hypothetical Space Based Economy along with Hypothetical Earth Based Economy. Near Future scenario was robotics and mechanized  automated extraction, processing and transportation with space infrastructure growth. Hypothetical were  testable falsifiable predictions based on current position as what can be rather than ideals which were  which were merely conceptual as what ought be.popularized through American Economic Views regularlly felicitated ny Nordic Academy.

Space Based Economy of near future in its crude form introduced virtually infinite expansion driven resources like solar energy in orbit, rare minerals on asteroids,  bottlenecks were initial costs of launching and capital intensity which would not provide discount rates over long term horizon like orthodox economics. The capital intensive horizons would break standard market discounting, altering market structures and standard GDP models do not apply. The economics now with astrophysics involved as gravity wells, orbital regimes, Lagrange points as positions in space where gravitational forces of two large orbiting bodies  centrifugal force balance out  or restricted three body gravitational system with centripetal force  a smaller object to move with them and radiation as its fundamental layer, the space value chain and supply demand mapped seperately in geopolitical conditions and power rivalry with dual use technology.

The psychological continuum in representational geometry again emphasized the need for a tangible metric and understanding of cognitive dynamic states along with cognitive flow. Geometric logic would allow mapping logical propositions directly onto spaces. Cognitive geometries rather showed that percieved values and decision making were represented be curved non linear manifolds sometimes leading to irrational choices. Spatial relations in space, location and physical arrangements and temporal regarding time, sequence and duration as spatio temporal analysis in spatial econometrics and time series analysis require special attention. Decision making under uncertainity where the probabilities were unknown and risks where probabilities of outcomes were known, expectations  which were implicit, explicit or dynamic performance expectations were inportant. While moments are rotational motion momentum relates linear translational movement. Statistical methods using using generalized moments which try to align theoretical assumptions  with observed data. Putting the cart before the horse this so called standard technique which postulated that economic theory dictated that  certain condition should hold true on average in data population as  E[Zᵢ(Yᵢ -X’ᵢβ )]=0 to be replaced with 1/N∑ᵢᴺ(Zᵢ-X’ᵢβ)=0 with parameter β making the sample average as close to 0 as possible using weighted matrix. These generalized moments do not correspond to tangible physical quantities but are forcibly fitted with weighted matrix.  The question of ambiguity and uncertainty being dealt with through chosen gauge while no explanation to commutation relations are specified. Complex cluster shapes and overidentification restrictions exist. Independence from the balance of linear momentum in a generalized continua with internal degree if freedom relevant set of balances for polars thermomechanics becomes involved. Microinertia tensor and coupling tensor for dynamic spin and linear momentum for χⁱⱼ  in V spin of balance of moment of momentum the rigidity of the economic system would be of consequence.  Statistical Mechanics as a branch of mathematical statistics connects macrostates of overall averaged conditions of a system  like its temperature and pressure with microstates of quantum or mechanical states of each particle. Entropy as a measure of the number of ways ( microstates ) a system can arrange internally lead to both versions of Equilibrium Statistical Mechanics and Non Equilibrium Statistical Mechanics.

Erratic flow in thermodynamics or unsteady flow process where fluid properties like pressure, temperature, velocity and mass there are phase changes involved in stochastic equation and with particular stochastic process assumptions and index sets family which would have interpretation of time,  like independent points randomly located in mathematical space and average density of points located in some region of space or the process as real valued continous stochastic process either  with stationary independent increments require analyzing vortex/ fuid modelling on a manifold for turbulent flows in contrast to deterministic flow modelling amidst questions being raised about existence and smoothness of flow in terms of global smoothness. The control of pressure through stochastic differential equation forcing a positive or negative drift. Inertia and ρ mass density with  v as velocity vector with a pressure gradient −∇p and viscous stress tensor ∇σ was presented in the form of an equation as ρ(∂v/∂t+ v▪︎∇v)=−∇p+μ∇²v+f for variety of fuid flows( propounded as Navier Stokes equation for smooth continous fluid without thermal stability conditions stated. ) Momentum conservation equation and mass conservation ( continuity) equation for fluid with constant density  which could be transformed into cylindrical coordinates had an unproven mathematical completeness and generated non physical  singularities and infinities which could be a criticsm for any mathematical model if context were not to be stated. The atomic nucleus as a drop of incompressible fluid( originally proposed by Gamow of very high density held together by the nuclear force( a residual force of the strong force) was treated similar to a spherical liquid drop. The original formulation had volume energy, surface energy, potential energy from each pair of protons, assymmetric energy for exclusion principle and pairing energy. Deformed neutrons from spherical shapes whose deformational retract in continous shrinking of space of a manifold  to a vaccum manifold would have time curls forming. With D of topology for (β,γ), the Q̂ operator consistent with potential, γ< 1 and γ>1 with stretched poles or flattened poles as z=γr subscripted under Γ ( in the stochastic equation)with pole at z( to mark boundaries for region of convergence which would give values for the operational zones as those which would not touch the pole where value of transfer function would be ∞. The term “x” for z plane analysis where eᶻ>0 would make m positive while eˣ ≥xᵉ for real numbers when the x was large, as the function over a range 1 to ∞ would start rising to a peak then would fall of towards 1 again though never arriving at it without touching the pole at z. It would be about the system behavior while  developing towards macro scales in anisotropic pressure ( as in the formation of Neutron Stars and neutron star behaviour where exponential behaviour dictates the critical life cycle phases and the internal mechanics fluid oscillation of the neutron star. As for eᵞᵗ rotational energy drained to turn into gravitational energy. Neutrino emissivity would be dependent on temperature or thermal energy equation which showed exponentially steep plunge. The pressure had a limit of about 2.2-2,9 times the mass of the sun as per contemprorary estimates. If it went past the limit its gravity would crush it into a blackole ).The observation of such cosmic level objects with quadropole moment would be measurable. Their was need for δ₀ and mₙ with mₚ  and the energy difference in release was measurable The momentum  equations had to be coupled with conservation of energy equation and an equation of state as thermal conditions were included. There could be linear stability where small perturbations neither grow and decay or non linear energy stability for global  stability parameters. Temperature gradient would create density differences driving  instability and viscous thermal dissipation. In the stochastic equation the effective value of  α could increase from Z boson mass scale α₁,α₂,α₃… and β resonances, it could go up theoretically to infinite energy momentum scale with a theoretical breakdown at a pole( Lev Landau pole) if not asymptotically free due to kink and anti kink δ₀ effect to δ₃( see geometrical continuity) twisting not being ripped and interactions do not become weaker as energy scale was kept  increasing, vaccum polarization would have to be brought in with δ₂ and δ₁ being twisted into tubular neighbourhood axes along with spinors which were mathematical objects that resembled vectors and tensors under rotations and returned to the original state on 720° rotation. Statics with  constant velocity,balanced forces and no net acceleration made time not to be  a primary variable usually used algebra and trigonometry in contrast to Dynamics with unbalanced forces,non zero acceleration,time was a variable for velocity or position used calculus and had subdivisions as kinematics and kinetics. Monopolarity where electrc monopoles existed magnetic monopole was hypothetical. Resonance magnetic monopole absorbing infinitely thin unobservable magnetic flux would appear contradictory to magnetic fields always forming a closed loop. Unless the string was considered morphemic and there was an unknot. Monopolar resonance was usually treated as oscillation or wave response that would radiate symmetrically. Resonance poles in random thermalization ω₀ and f₀ in terms of  s =σ+jω in general and E = M- iΓ/( ) in empty space vaccum context or  sometimes E= M-iΓ/2 for linear solutions when using traditional Zeta functions ( Riemann type) a missing state or general inner product ⟨•⟩ or place holder for operators   on left side of the stochastic equation could be found. The four component spinors on  δ₁ ( Dirac Spinors )was said to account for matter and anti matter but with  δ₂ also being twisted randomness would reappear due to δ₀ . The x,y,z axial appearing as cylindrical  tubular neighbourhoods where aleph null works  with x, z reducible to straight line reprepresentuon as trivilaization and non trivial 0’s of degree m, n and poles of order n,m density around a vertical as y  perpendicular cylindrical ( tubular) strip would be required from high energy requirements  to low energy requirements ( 1 GeV was equal to 1 Billion electronvolts of kinetic energy gained by a single electron accelerating  through a 1 volt potential difference) was much beyond the 6800 GeV per beam or 6.8 TeV (13.6 TeV total collision energy) using protons at Large Hadron Collider at CERN. This Large Hadron Collider shut down on 29 June 2026 and started partial dismantling for upgrade with 40% stronger magnets which would squeeze  particle  beams tighter together in 6D phase space (x,pₓ, y,p₍,₎s, E) with 3 for position coordinates x,y,z and 3 for momentum pₓ,p₍,₎,p₍.₎ for partial differentiation in respect of coordinate with envelope function in subscript or  coordinate itself. This 6D becoming parallel possibilities or alternate time lines branching of due to morphemic strings which as laminar would have one to one relationship between transverse space and velocity(0 Volume in phase space ) while as non laminar would be having crossing trajectories . While 7,8,9.10 start curling m-e-m brane. The arbitrary unknot of as a angle preserving and what was  called a Mobius invariancd as complex conformal map with tangent of circles or conformal map on open disk and stretching open end of a morphemic string into a pointless topology would be a mathematical puzzle for arbitrarines Earlier Fermi National Accelerator only reached 1000 GeV or 1TeV before closingj down. The Stanford Linear Accelerator had reached 50 GeV. This Large Hadron Collider CERN was claimed to have created the World Wide Web in 1989 when one Tim Bernes Lee invented the Web to share data globally and the weak neutral current earlier in 1973 in Gargamelle Bubble Chamber showing the link between electromagnetism and weak nuclear force.

Generalized Momenta version of continous conservation of linear momentum  particularly in  what scientific community was fond of calling Fermi Dirac Statistics built on what they called Dirac Delta was merely an expression for arrangement of  trivial 0’s in the geometrical continuity with horizontal  polarization of both 0 ‘ s of degree m,n with poles of order n, m as gⁿ( a)≠0 then f(z) has a pole of order n at z=a as electric fields oscillate parallel without any statement about asymptotic expansion in a stochastic process which could mask hidden variables and Deterministic Chaos as initial conditions were sought to be precisely defined. There was supposed to be a weak electroweak unification of electromagnetic field with weak nuclear force due to massless photon and massive Z⁰ Boson.The Z Boson was supposed to have spin value 1 but 3 spin states as (+1,0,-1) it could project its spin on an axis with 3 orientations. W and Z Bosons as intermediate vector Bosons with 0 spin states could have longitudinal  polarization while massless spin 1 particles as photons only had 2 transverse states(+1,-1). W Bosons had +ve or -ve electric charge and magnetic moment while Z⁰ were electrically neutral with no magnetic moment. Their absorbing energy to form longitudinal polarization was to yield  a so called 0 spin Higgs Boson as remainder. Renormalization  in terms of this trivial 0’s to deal with problem of infinities in genralized the difference between  kinetic energy and potential energy( in what was fondly called Lagrangian) to reinterpret renormalization as changing scales rather than some mathematical trick to absorb infinities in an attempt to calculate critical exponents near four dimensions and epsilon expansion as limits in continuity physics  which was considered a breakthrough in 1971-1972 required an explicit metric and coming together of variable quantities and motion with static set theoretic inequalities as universals. It was not a stochastic process but a forced metric culture and gauge fixing. Non linear unpredictability with information  spreading across degrees of freedom in large systems  generating spatio temporal entanglement with fundamental randomness of quantum mechanics linear equations where probabilities do not blow up or change wildly and thermalization requires decoherence giving a coincidence point index and non static MD space time sets as operators in terms of inner class as specific were required for electroweak or weak unification which had to be considered. While metric used specific physical units while gauge system was arbitrary non decimal sizing scale( often an inverse) for the type depending on local symmetries. The symmetry of shapes and symmetry of relationships was an issue. Gauge symmetry based on parameter functions  would be a mathematical redundancy where different descriptions represent the same physical reality. Gauge fixing or applying gauge transformations to finite dimensional non linear field and complex dynamic system would show hidden order and anti commuting ( scalar fields ) would be bosonic symmetry while commuting would be associated with fermionic symmetries in what was combination gauge  where spin statistics was violated. Unphysical auxiliary mathematical entities as some sort of ghosts that did not correspond to any real detectable particle in the physical world had been introduced in quantum field theories by some theorists with super potential and negative kinetic and also to cancel out unwanted unphysical degrees of freedom to preserve gauge symmetry or consitency.

A Gauge Field was to be a physical field in Gauge Theory of continua fields with  degrees of freedom which could be made finite and dynamics of the system did not change under local transformations. It was a massless vector field.Transfomations between possible gauges as gauge transformation with symmetry groups, the gauge field would ensure that the laws of physics remained unchanged( invariant) under local symmetry transformations. Local changes across space and time would mean derivatives in the equations would change. The limit gauge as go or no go depending on whether parts fall within high or low tolerance limits was yet another challenge. The problem in gauge theories was a mass gap for general compact gauge groups in four dimensions as well as triviality and divergences and failure to remove redundancies. Ambiguities and topological obstructions had to be considered. The specific energy or momentum scale where the interaction strength  known as coupling constant would grow infinitely large( fondly called Landau pole named after Lev Davidovich Landau) particularly at finite energy level would  cause a mathematical breakdown unless energy of a system was not fixed and energy for configuration was available.

However returning to the issue of moment of momentum rigidities as applied to economics which maybe nominal as nominal prices and wages resist changes when market conditions fluctuate or real rigidity as market imperfections or localized capital rigidity. Empirical research across 100 countries showed that Labour market rigidities threw the economy into a recession and slower recoveries before an adjustment effecting economic reforms programmes (February 2026 Researchgate).Localized Capital rigidities when failure of developmental expectations would cause a structural shocks and economic entropy had also been found in empirical studies.  Such naive methods as general moments method championed through Nobel Prize in Economics winners(2013) like Lars Peter Hansen who supposedly won BBVA Foundation’s Frontiers of Knowledge awards  raised several questions. Real flow as the tangible movement of  labour, raw materials, finished products and services representing physical production and exchange with money flow involving opposite counter directional movement as payments for these real items as salaries, wages, rent and consumer spending as financial transactions that facilitate the exchange of real products can be modelled. Limitations on free flow of capital as financial rigidity with information assymetry would effect asset pricing.Moreover the increasing influence of the Broker living in the strutural gaps between people and markets to manage anxieties of both buyers and sellers for whom validation came from settling a transaction. Their control over flow of information  gave them a fantasy of absolute control over chaotic markets played on underlying anxiety about loss and scarcity mindset. The statistical mechanics with kinematics and smoothening of data was an issue.

Even more surprising was the use of kinetic minus potential (Lagrangian) as generalized positions and velocity( whose mechanics would yield second order differential equations in configuration space for n degrees of freedom) along with total energy of the system as kinetic plus poyential(Hamiltonian) as generalized positions and moments (whose mechanics would yield 2m coupled first order differential equation in phase space for n degrees of freedom) perspectives of pure potential energy and potentials in the Economic Growth and Development models without specifying degrees of freedom which means something else like how freely business and people operate without government rules using Calculus ( with only exterior derivatives or without specifying number of independent variables as degrees of freedom).Calculus was a tool which involved both kinematics and kinetics rather than being categorized as one or other. Kinematics dealt with how objects move focussed as parameters like position, velocity and acceleration without considering the forces causing the motion. Derivatives were used to find velocity from position or acceleration from velocity and using integrals for calculating distances travelled over time in kinematics. Kinetics ( often called dynamics) would explain why objects move and the forces, torque, mass and energies that cause or change that motion.For kinetics the differential equation where second derivative (of position) to predict how an object would behave under varying forces. The derivative was the rate of change of a function as dy/dx while differential was was the actual infinitesimal change in the functions value dy or dx. Calculus of Differences even with pathological functions ( Cantor Function) which would be continous everwhere on the interval [0,1] and had a derivative of 0 almost everwhere yet rose monotonically from 0 to 1 and development of Measure Theory when dealing with sets with dicontinuities while classifying infinnities ignoring Calculus of Variations where functions were higher order and lower order and there were functionals as function of a function which took entire function as an input amd returned a scalar value with δy infitesimal functional variations to (y(x)→y(x)+ εη(x)) with some limits changing very slowly in weak and strong limit conditions of split trivial categories in a discrepancy there would be a best upper limit on the discrepancy, the functor would be a structure preserving map between categories which could again act as a function object C++ such that a function could be assigned to an inner value would be an assignment without loosing the outer container structure while overloading the parentheses ( ) operator.( this would have application in clinical trials and field applications in poverty theory). The problem of boundary and constrained rigidity as well as stationarity existing in the Calculus of Variations the necessary and sufficient conditions in second order differential equation with 0 initial conditions reminded of the distinction between derivative dy/dx as rate of change of a slope or limit and differential dy or dx as the actual quantitive infitesimal change in the variable used for linear approximations. The consensus on symbols was d for differential representing a derivative  and ∂ for partial differential represening partial derivativex,  Δ finite measurable change rather than infintesimal change and δ small variations or functional changes.

The derivative itself could be defined in a normed space but when assigned in Calculus of Variations it would be functional derivative written in terms of configuration space M for smooth fuction L. The configuration space would be a set of all possible positions or states a system could occupy focussed on manifold as compared  to a normed space which would be a vector space  equipped with a  length function as a norm focussed on linear algebraic structures and distances. First variation δJ=0 would locate stationary curves and ᶠy’y’≥0 along the extremal would be strict sufficiency and in the field of extremels  embedding the extremal in field on non intersecting curves would make the second variation positive turning the local necessary criteria into a global/ sufficient weak minima going by Calculus Of Variations. The Cantor function was continous but not absolutely continous at ℵ₀ ( at aleph null 3 of geometrical continuity right side) )as C (Cantor set) in Rⁿ but graph of the function looked like a step (Devils Staircase) was a counterexample of the minimization problem with lack of coercivity, relaxation and functions of bounded variation and distributional derivative with fδ satisfyig fδ(0))=0,fδ(1)=1 on right side of geometrical continuity(diagram] for small topological dimension as small inductive dimension. For z>1 the test of algebraic differential independence of  ζ(z) related to Γ(z) would be required.As the differential form was definedcon a manifold its coordinate independence( invariance under coordinate transformations) or path independence ( for line integral) of 1 form it would make dF=0 and d*F=J invariant both when converting space and time coordinates of an event from one inertial frame of reference to another moving at a constant velocity as well as curvilinear coordinate changes. The exact form ω=df ( exterior derivatives of a scalar function as the potential integral ) are strictly path independent. The closed form dω=0 when exterior derivative vanishes on simply connected domain ( space with no holes) closed forms are exact guaranteeing path independence. This would now require definitions of conservative field which conserved mechanical energy with path independent work while a non  conservative field dissipates or adds energy with path dependent work. With random genus energy surface p, h,g the derivatives tend to be inexact as integral depends on specific path taken between starting and end points rather than just the endpoints themselves which increases the complexity.

With n scattered points converging at n points by associativity in topological space where distinct points have disjoint neighbourhoods ( fondly called Hausdroff Space) implying limits sequences from the paracompact as ᵁα and Vᵦ for covering. The Calculus of Variations in the covering again required functionals ensuring minimizers converge to minimizers and there is extension of weak derivatives. The action functional being at stationarity point specially at a maxima, minima or saddle in Least Action Principle when carried over to Non Extensive  Thermodynamics of Econophysics correlating heat, work, temperature to energy. When kinetic version of temperature were to be considered instead of the thermal version that carry over to economics as expenditure of human energy, work or money resources over an entire trajectory of economic  activity while navigating constraints would be important in defining economics as a science of human action.This further required that the Calculus of Variations be applied to compute net disutility or cost of utilititarian outcomes. 

For simple product function of multivariable fuction  f(x,y,z)=xyz the first order partial derivative with respect to each variable would have to be found by treating the other two variables as constant. With respect to x it would be derivative with respect to x as ∂/∂x(xyz)=yz, derivative with respect to y as ∂/∂y(xyz)=xz and derivative with respect to z as ∂/∂z(xyz)=xy and total differential df as combing the partial derivatives ∂f/∂x dx +∂f/∂y dy+  ∂f/∂z dz =yz dx+xz dy+xy dx. The curl vector magnitude of size or strength of the partial derivative or  partial differential would vary. A second order partial differential ∂/∂x(∂f/∂x),∂/∂y(∂f/∂y),∂/∂x(∂f/∂y),∂/∂y(∂f/∂x) would be obtained by differentiating a first order partial derivative a second time. For x,y,z there would be 3 pure second order partial derivatives and 6 second order mixed partial derivatives. The issue of symmetry of second derivatives and identities to be satisfied in mixed partials and exchanging the order of partial derivatives imply some continuity conditions were satisfied. In Rⁿ and Rᴾ the types of symmetry as relational binary on sets, Triadic as fully permutational, cyclic and antisymmetric relationships were to be considered beside the rotational, reflection, translational and point symmetry. The second order partial derivatives were to have formal expressions of symmetry  ∂/∂xᵢ(∂f/∂xⱼ)=∂/∂xⱼ(∂f/∂xᵢ).The Anti Derivative for x,y,z , f(z) on a domain Ω has u,v,w and |h|<δ as 0<|h|<0 for |ᵋw(z)|<M, ℝ with a given γ(t) would recover displacement from a gradient field or recover a lower order state variable with  constants as boundary conditions or baseline shape or steady state flow.This symmetry could be true when viewed in the sense of distribution ( weak derivatives) bypassing pointwise counter examples as it was argued that the symmetry breaks when mixed second partial derivatives were not continous at a point. At quantum mechanics level the time dependent form of second order spatial partial derivative would be∇² ( converting time domain into frequency domain fondly called Laplacian) and first order time derivative  ∂/∂t while time independent form of second order eigenvalues equations describing statuonary states and energy levels were used. Indefinite causal functions  were handled using the wave function. Anti particles like positron could be treated as regular particles moving backward in time while particles would maintain time symmetry with a decoherence barrier existing. Future boundary conditions could influence past states without violating causality in the time inversion and retrocausality of micro physical laws. Topological Defects and stability under perturbation, the vaccum manifolds or orbifolds which would make possible various string backgrounds had not been observed yet.

There would be directional derivatives with continuity constraints and lack of uniform smoothness as a function for locally convex topological vector space for completely normed vector space with sequence {eₙ}ₙ≥0 and ⟨u₁,u₂,u₃⟩ and D²ᵤf=(u▪︎′∇)²f. 

Building super symmetry with 4 loops ( fondly called Yang Mills supersymmetry in the stochastic equation around the ( self reference geometrical continuity ) computing at 4 loops and beyond with wrapping interactions and non asymptotic states to generate generalized spin structures for L functional operators  would show interactions exceed the operators length as XXX, XXZ, XYZ generalizations for complete planar and non planar amplitudes with weak chaos with finite loop truncations with twist 2 operators as around axis of n fold symme Cₙ with wrapping correction as 4 loops wrap around clused loop of the state for trace operators. The L function from ζ(s) was midified as   cylindrical tubular axials with  prime numbers which would not form square potential because energy eigenvalue of a square potential well follow a quadratic progression while prime numbers grow more slowly with irregularity had twisted constrictions on the right side and divergence on the left side of geometrical continuity. High energy Bosonic resonances when integrated would smooth out sharp features and discontinuities. The tolerance level to uncertainity in the mixed second order partial derivatives there would be sharp corners and undefined points which would test the tolerance level of uncertainity in changing the order as it would be yielding completely different results in change of order particularly evident in grid and data sampling and real world data, numerical approximation or chaotic systems. This would imply 0 tolerance to change in order.

A Statistical Data Manifold would be a geometric space where every point represented a distinct probability distribution wheras a Statistical Data Warp of warped products of statistical manifolds would describe such probability spaces or manifolds combined or stretched on a scaling factor in a representation of distances between different states of uncertainity in stochastic behaviour where one statistical manifold used a squared warping function from another base space in non homogenous information geometry. Warp transformations in repeated random sampling to establish the range  of possible outcomes for a complex system of uncertain variables as something akin to Monte Carlo simulation by assigning inputs as normal or triangulation or least squars on uncertain inputs based on historical data for evaluating tolerance with the exponentials in probability distributions like time between events( arrivals and failures). With a rate parameter lambda for λe⁻  ̂ˣ for x ≥ 0 in the stochastic equations exponetial on the right side. The Warp bridge for Warp 1,2 , 3 or Warp U data while stretching and compressing domains would be testing normality when non linear relationships were involved for information entropy related to thermodynamic enyropy χ= β₀-β₁+β₂  where  βᵢ was the different types of loops and β₁ number of redundant loops or holes formed when bubbles branched and intersected or split around obstacles. For spherically symmetric relativistic formulation the Smoothening of data would be necessary. Data smoothing would amplify the noise, smearing sharp features and sharp boundaries, instead of detecting true boundaries it reduced true peaks and shallowed valleys dropping the magnitude of second derivatives.Artificial structures in structural bias would show spurious oscillations.

The coordinate dependency and algebraic independence of differential from zeta functions of the second partial derivative would increase the computational complexity. The gradient computability would not give global grometric insight for all intrinsic local curvatures across all orthogonal directions. Algebraic differential Independence where a function or set of functions would not satisfy any non trivial algebraic differential equation over a differential field ζ and Γ in the stochastic equation as ζ(z) would not satisfy non trivial differential equations with coefficients  built from Γ(z) and its derivatives would hold vacuous truth.Third Order partial detivatives found by differentiating three times with respect to x,y,z  there would be 27 distinct partial derivatives ∂³f/∂z∂y∂x as differentiating 3 times with respect to the same variable and differentiating using a combination of two or three variables yielding fractional notations categories and classes could be found for stationarity in terms of state of a dynamic system with its kinetic energy minus potential energy using generalized positions and velocities ( fondly called Lagrangian) suitable for motion as distinct from position and momentum ( fondly called Hamiltonian) suitable for statistical mechanics. ∂ₜ=∂/∂t static observer and stationary observer  ∂ₜ+ω∂ᵩ introduce the observers role in the entire system and expressions of symmetry from the chaos as observable. The anti derivatives working in the gradient would show not all fields are conservative( a conservative field does work that does not depend on the path taken, this path independence valuing work being done in moving the object depends only on the start and end position but not on path or route, mechanical energy is conserved within the system and potential energy is negative of the gradient while non conservative fields are path dependent and drain mechanical energy from the system as potential can be derived from the potential function) as not every set of functions would be a set of functions of lower order partial derivatives. This also introduces the idea that the second order mixed partial derivates could be used to find the state functions independent from the path dependent on the current state of the system like internal energy, enthalpy, entropy, temperature, pressure and not on how it got there as distinct from the path functions which depend on the path between states as heat(q) and path (w). The use of complex numbers z=x+iy in partial differential equations where x is the real part and y the imaginary part, the complex function f(z)= u(x,y) +iv(x,y) to be differentiable(analytic) its real part (u) and imaginary part (v) would have to satisfy the first order ∂u/∂x=∂v/∂y, ∂u/∂yr=−∂v/∂x( called Riemann Cauchy ) and to be calked Harmonic functions ∂u/∂x+∂u/∂y=0( called Laplace ) whose applications like in wave mechanics, optics u, v represent object distance and image distance or u initial velocity v final velocity

Gradient vectors with magnitude and direction as full vector in input space for ∇f and directional derivatives u⃗ ,alignment along a single axis was not required as there would also be an axis of n fold symmetry and m×n as well as n×n matrices for total derivatives. It could be stated that if z was a state function dz, it would be an inexact differential( for path dependency in a stochastic process with erratic behaviour and it would not be total derivative of a scalar field)or exact differential dz over 0 scalar and non 0 scalar field for fluctuating potential in energy landscape V or Φ. Integarating dz fron state A to B independent of the path  ∫ᵦ’ₑᴮdz=z₍B₎-z₍A₎ for relaxed lower limits and randomized disordered state function. A ready to quickly transition to contraction,being so for energy conservation and weak derivatives to understand equilibrium and equilibrium flow. As there are slowly varying external parameters a gauge field arises naturally over the external parameter space controlling geometruc phases filtering detailed microscopic information yielding macroscopic thermodynamuc states The Gauge Factor ( Gauge interactions) ΔR/R as ε=ΔL/L and its relation to D₍μ ₎D⁽μ⁾ to a scalar field Φ the derivative operator must act on the the gauge field itself for gauge parameters p ,q  and ν,ω for second order partial derivatives as standard partial derivates are not Gauge invariant because field transform locally. The existence of Φᵩᵠ for a doubly neutral non 0 scalar field around a scalar field giving a particle  of indefinite mass at Planck Scale from quark binding energy amidst random positive/ negative energies( with less energy than vaccum energy or a 0 energy reference point ) for the Vaccum Manifold, Cancellation whose field would cause a drag altering energy levels required to accelerate from rest in a gauge field raise issues about gauge variance and covariant derivatives and contravariant derivatives as ordinary derivatives fail for global symmetry to local symmetry. The stochastic equation having ψ→ₑiα for transformation parameter constant everwhere where ψ where α does not depend on space time x there is a circle constant or time constant or torque or golden ratio or leptogenesis of the universe where lepton asymmetry needs to be converted to baryon asymmetry in perturbative methods with saddle points between two different low enenergy equilibria with different baryon numbers of a given system.

Smoothening erratic paths of path data for statistical mechanics and state estimation involved kinematics which bridged quantum mechanics, topology and path integral by introducing integer spin( Bosonic Fields) which acts as a geometric  and topological modifier with finite energy gap ( fondly called Haldane gap)and a phase as particles trace an erratic its spin vector sweeps a corresponding surface on a unit sphere ( fondly called Berry phase). The Fermionic smoothening used the method for second order partial differential equations were that it should yield bounded results. It would be of treating variables as  θᵢ variable which anti commute θᵢθⱼ=-θᵢ sometimes with the property of θ². In Bosonic Fields there could be a pile up in a single quantum state which might cause singularities while fermions put a cap on maximum density per state which introduced viscosity and mass gap. This would force erratic trajectories to converge towards smooth thermodynamic equilibrium in stochastic process for mollifier ε.While third order partial derivatives could be used for stationarity of a state. Boson( forces) and Fermions ( matter specially quark and leptons) in these Fields but not all matter and energy  behaved as static matter. Bosons not being matter in traditional sense were only force carrier and their contribution to origin of mass was to be analyzed, the 0 scalar boson with non 0 scalar giving mass to fermions with stability along with redefining for force carriers of stong nuclear forces and weak nuclear forces separately, the trouble would lie in non locality of both fermions and bosons. Local symmetry transformations at every point in space time with invariants yielding global conservation laws and Gauge Fields with phase invariances rather than only scale invariances with a geometry of surfaces was the technique being used.

A much hyped name as Higgs Field and Higgs Mechanism which was being forced through compulsion in scientific literature which was conceptually ambiguous  and was  mathematical obscurantism to gauge symmetry with convenient fiction of this so called Higgs Field acting as cosmic molasses or local gauge symmetry  being spontaneously breaking was a misinterpretation. It was simply a hurried act of desperation.The mechanism was not an explicit physical transformation but a convenient reorganization of degrees of freedom. In case it was merely statistics with relativistic mass the mechanism of how it gave mass to sll other particels? how the Higgs Boson interacted with each other and how it got its own mass was not explained. Gauge Symmetry would refer to redundancy rather than a physical symmetey due to the arbitrary  choice of coordinate labelling. Laws of  physics could not be based merely on choice of coordinate systems. Just fixing a guage and so called scalar Higgs Field with 4 degrees of freedom 2 charged 2 neutral components  with four massless gauge bosons W⁺,W⁻,Z⁰ and γ photon. As boson could only oscillate in 2 transverse directions being made to oscillate in 3 missing degrees of freedom as longitudinal components of  W⁺,W⁻ and Z⁰ could not solve the problem of it being physical with its Mexican Hat potential and Arbitrary Mass Scales. It appeared to be a number plugged into a theory to match experimental  data ( 5 March 2015, arXiv:1412 .8367v2) as the arguments deteriorated to W and Z Boson arguments. The scalar quantities, Mass, Temperature and speed as scalar output to be considered with pressure acting perpendicular to the surface and acting as scalar constant and electric potential with magnetic flux coming together of three scalar fields in a stochastic equation would yield a kink and anti kink and would require a coincidence point index with levels of coincidence.  Classical state functions required an idealized equilibrium flow and would fail in severe non equilibrium states in thermodynamics.

The Space Time Fold in second order derivatives would have δ(H)=0, for stochacastic energy surface or potential energy surface in energy landscape having E(t) energy function, the wave equation uₜₜ=c²uₓₓ represents a sum of kinetic energy  𝛂uₜ² and potential  energy 𝛂uₓ² for arranging trivial 0’s given ₔ(e)ₑ configuration and confinement, a parabolic point with parallel folds ∂z/∂x→∞ and Warping ∂z/∂x∂y≠0 with non zero cross deivatives of twisting  causing spiral waves with non linear coupling.As the heat flux would be the rate of heat flow per unit area on the surface( microscopic flow of thermal energy driven by atomic interactions and molecular dynamics on potential energy surface) it would be the first order spatial derivative whose continuity equation would be in terms of volume to the divergence of heat flux. Divergence of heat flux in terms first order temperature gradient and would produce a second order spatial derivative ∂T/∂x in multi dimensional space which combines into ∇²T for x,yz for the operator ∇²u which had to be seen as thermal energy in the Energy function E(t) with emergence of Scalar Kinks. As Differential operator was treated as function of differentiation operator the polynomial p could be obtained by replacing partials  ∂/∂x by variable ξᵢ in P such tha the principal  symbol P would p(x ,ξ) in trivilization such that it arises in thd stochastic equation. .Random second order partial differential operators in the stochastic equation Ꮭₓ,₍ᵧ₎ᵦ(u)= A(x,y,z, ω)∂²u/∂x²+ B(x,y,z,ω)∂²u/∂y² +C(x,y,z,ω)∂²u/∂z² introduces uncertainity in the flow effecting ||δ²|| specifying the values of the derivatives that the solution to a differential equation might take on at the boundary of a domain fot the normal derivative( rate of change perpendicular to the boundary  ∂u/∂n =g(x) as g(x) would be a fuction in the boundary when g(x)=0 there is 0 flux and homogenous boundary condition and when g it would be non homogenous boundary condition. This would have application in fluid mechanics specifying stress flow and mass flow rate with dynamic phase transformation kinetics in a process of ripening amidst thermal fluctuations or random structural noise. While shifting energy barriers allowing systems to hop put of metastable configurations thst purely determinstic models cannot exit.

The Third Derivative with stationarity and stability and curl time in a thermal msp of the universe and X ray map of the universe superpositioned. This would imply local stable configurations of a scalar field interpolating between efficient discrete vaccum states on the potential energy surface( just like solutions as a special kind of wave that  keeps its shape and speed while travelling long distances even  when crashing into other waves and have particle like behavior when two solutions crash into each other they pass through or bounce of each other in topology (figures as acoustic waves in plasma physics and particle field theories which could be possibly be extended to Baryonic Acooustic Oscillations).

Similary fourth order partial derivatives and fifth order partial derivatives for,x,y,z could be computed by removing monadic restrictions for fourth and for the fifth the observer effecting the observed and observed effecting the observer as number of observations explodes towards infinity. The number of observations has to be brought to a finite range but there would not be fixed number of observations with moment generating function to bring it to statistical significance level. In high energy physics first order spinor equations for half integral spin or generalized vector tensor field where second order partial differential equations are put to use. Inequalities ( hyperbolic and parabolic)would arise when derivatives were bounded while considering second order partial derivatives particlarly as continuity condtion.Intersection of idea of Bounded derivatives to second order differential operators to analyze quantum states and gauge theories using connection curves and pitchfork bifurcation( from a point where a system shifts from one stable equilibrium to three )/ trifucation with limit cycle, cascades of multiple bifurcations would turn a stable  system into a chaotic systems with energy on δ(x)=0 and δ(0)=∞ in energy landscape which can be extended to differential topology as a current or distributional density supported on a Manifold( such as a diagonal embedding for volume factor  √|g| in terms of ᵟ₍M₎. Recent attempts by Apologists of Relativity was to suggest metric tensor would induce a gauge field. Despite criticicsm about Herman Weyl attempts in 1918 and asymptotic distribution of eigenvalues ( character vector with direction unchanged as its eigenvector and its value the characteristic root ) and cylindrical potential well the Mathematical idea of local gauge invariance remained while Theodore Kaluza with the idea of fifth dimension attempts in 1921  did not admit a non singular static spherical  symmetry of local gauge invariance as per Albert Einstein who had been credited with Relativity Theory. But the idea of compactification remained to which spherical probabilities ( spherically symmetric) had to be provided in revision for n dimensional random variable whose distribution was invariant under orthogonal transformations( rotations) in the represented in the left hand side of the stochastic equation. Possibly a periodic space time metric in respect to total energy kinetic plus potential could yield a gauge field which required a lattice of a repeating framework or geometric pattern. Cyclical and periodicity both describe repeating patterns with cyclicity repeating sequences or events while periodicity emphasizes the fixed time interval which as thermodynamic time would be about reversibility in infinite amount of time and irreversibility in finite amount of time. There would be finite strange attractors ( set of states towards which a system evolves for a wide variety of initial conditions of the system would be an attractor)for parabolic partial differential equations where coefficients of the principal part ( the terms containing the second derivative u  would have to  satisfy for state A to B  B²-AC=0 and B²-AC>0 as hyperbolic while B²-AC <0 was elliptic) for the randomized state function in the stochastic equation which could become a global attractor. The notion of vaccum manifold would need more consideration. The time condensate in this sense would be about phase change and energy release and the so called Einstein Bose Condensate would only a particular case under specific conditions. There would be other driven dissipative condensates like the which had been named polaritons ( arXiv:2403.06851, 11 March 2024) in terms of interaction with a hot and cold thermal reservoir of a vibrational phonon in a lattice.

  In the Calculus of variations δ²J[η] with δ²J>0 where extremal provides a strict local minimum( without relaxation of lower limits of integrals when considering the anti derivatives) and δ²J<0  a strict local maximum in Rᴾ. Further δ₁,δ₂,δ₃ effect size and strength of ∂ curl vector differently δ₁ effecting arrangement ov trivial 0’s, δ₂ vector bifurcation and non trivial 0’s and δ₃ asymptotically, weak and strong constraints on possible configuration space  with some configurations remaining unchanged( for what was fondly called Dirac Delta and Kronecker Delta) with δ² being associated to limits in Rⁿ.

In Non extensive Thermodynamics Econophysics where source of path data was clear smoothening data had to be in real time or post processing.  It would be used for dynamic optimization, optimal growth and resource extraction.I* would be in sense of immersion and i* submersion in intensive experimental economic  while S would be a vector magnitude  denoting directional energy flux along with entropy and s as displacement in constrained  analogy for the oversimplified Investment  and Savings identity in the Non Extensive Thermodynamic Econophysics.The state functions to determine policy functions without idealized equilibrium flow of classical state functions. It would use money fluidity drawing parallel between movement of money in an economy and flow of physical fluids applying notions like Navier Stokes equations modelling wealth, liquidity and economic shocks circulating through a market. Using u for velocity of money, density ρ, pressure p viscosity μ and external forces f as money changed hands but did not vanish while high velocity and low viscosity caused turbulence in finances and market volatility.Fragile or developing post colonial states required active developmental intervention. In its neoclassical  models of economic growth the fixed savings would be replaced with forward consumer optimization which used capital accumulation, labour growth and exogenous technological progress. This notion would need replacement with Non Extensive Thermodynamics Econophysics definition of savings and Investment. Interactions at boundaries with varying conditions had constraints where properties changed at the edges or interfaces of a system could be with fixing the exact value of a variable along a boundary( fondly called Dirichlet Condition), or specifying the gradient or derivative( flux)normal to the boundary( fondly called Neumann condition) or combination of the function value and its derivative linearly on the boundary or mixed conditions on seperate segments of the boundary ( fondly called Cauchy condition).Physical and material boundaries with varying conditions as dislocation due to local stress and disorientation angles or diffusive and reactive boundaries, the interaction between two systems in a stochastic process would use stochastic differential equations with joint probability distributions as interactions also cause noise transmission. There would be feedback loops between the two components in the stochastic  equation which often led to non linear interactions which effected stationarity distributons or induce critical phenomenon and phase transitions at specific coupling thresholds.

The calculus of variations for functionals with partial derivatives would deal with finding a function u(x,…x) that would make a multiple integral ( with some upper limits changing slowly and some faster with relaxed lower limits and weak derivatives) functional stationary.The necessary condition for an extremum would be given by a multidimensional equation( fondly called Euler Lagrange equation ) which would use partial derivatives of the integrand with respect to the function and first order spatial derivative I[u]=∫ΩL(xᵢ, u,∂ᵢu)dx  where Ω is the domain in n space, u= u(x₁, ..xₙ)s the unknown function and ∂ᵢu=∂u/∂xᵢ. Introducing small variations. To make the make the functional u(xᵢ)+εη(xᵢ) where η(xᵢ) vanishes on the boundary ∂Ω.To make the functional stationary δI=0 as coefficient multiplying inside the integral after replacing u with u+εη inside the integral η(xᵢ) must vanish identically and differentiate with respect to ε at ε=0 in the stochastic equation  exponential on right side, a specific vector as deterministic drift vector could be found using expected infintesimal increments or conditional expectations for calculus of variations on x,y,z as 𝓛  and ∂p/∂t  as I, i were to be understood in terms of immmersion I* and submersion i*.

While coincidence  point index where two functions yielded the same output was completely ignored. Providing the same minima for all the order of functions could cause trouble. Production functions and Consumption functions, Saving and Investment would not be the same across all income groups nor indifferences and preferences. By the Second theorem The anti derivative arising in the context of rectilinear motion ( position, velocity and acceleration) for a closed interval would be equal to the difference between the values of the antiderivative at the endpoints of the integral for the single limiting value when finite sum and rectangle rule was applied. It would be different for discrete functions. Second order antiderivative would yield two constants similarly. The partial antiderivative would reverse a partial derivative by integrating on integrals with relaxed lower limits and weak derivatives with one variable while treating other variables as constant and the constant of integration( which would nof be merely an indefinite integration) on integral with relaxed lower limits and weak derivatives while becoming a function of the remaining variables. The potential function for a specific vector field could be found.The application  in economics was where only marginal values were known and to reconstruct the total function as required in theories of capital accumulation as well as consumer and production surplus.

In Calculus of Variations the anti derivative depends on L not being explicitly dependent on the variable meaning ∂L/∂x=0 then differential equation could be reduced by one order through a conserved quantity in terms of +C. The anti detivative would strictly be the reverse of a derivative and not a true integral whereas an integral represents the limit of a sum. The Anti Derivative requires arbitrary constants +C therfore non uniqueness. The importance of Calculus of Variations in Discrepancy Theory and use of constants in economic applications and limited utility could not be ruled out. The introduction of limited utility along with the idea of necessary and sufficient conditions would be crucial in economics when developed as Non Extensive Thermodynamic Econophysics with closed, open isolated system and thermal equilibrium condtions with temperature analogy and the decision making would be in Extended Neural Network Neuroecomics where markets are externalities to the individual for whom equilibrium would be in terms of homeostasis as the micro and macro distinction and tolerance level to uncertainty plays a role. Similar to Brains sense of immediacy in the urge to priortize the collapsing present where future has a discounted value. The affect positive or negative felt valence (Depersonalization and the immediacy of Affect( Vol 207, article Number 161(2026))  along with evolutionary survival mechanism on the basis of resources available.

The reason for failure of growth theories would be its idealized condition and disregard of Non Extensive Thermodynamics Econophysics. Stochastic interaction between firms as well as systems with pair interactions in generalizations of interactions between arbitrary number of a systems where fluctuations( internal and external ) with m-th  jump moments corresponding to assumption on n while considering covariance. These no were involved was against the prevalent  Mathematical Orthodoxy in Economics who were busy justifying oversimplification and was treated as Heretical. Elitist Gatekeeping by people who attached their own identity to a superficial niche always feared loosing their distinctiveness if boundaries between in group and outgrowp blurred giving rise to anxiety thst their work was less profound for the dominant player in the market for institutional recognition. Not just the Swedish Academy but other Academies  like the Russian Academy of Sciences faced severe criticism despite a dedicated Commission on Pseudoscience. A declining global standing with systematic isolation and the leadership not ready to let go of Soviet era Administrative Structure had taken a toll. The imposed orthodoxy and political correctness particular when social capital was to be used for any quantifiable productive value  to gain competitive advantage amidst social interactions and access to opportunities  and attribution in the information/ attention economy. Prosperity and pros and cons of elitism was always debatable. Despite the systemic problem some major theories  which actually effected economic thinking and was a fundamental development as efficient market hypothesis, Asymmetric information and game theory in decision  making. The could always be improved as the critics showed.

The 2019 year’s Nobel Prize in Economics award was given for poverty studies under the influence of a powerful coterie to Mr. Abhijit Vinayak Bannerjee and his wife Esthel Duflo( married in 2015) as per the approximately  7 year cycle for Person of Indian Origin for any Nobel  Prize.It was  supposedly filling up the quota for such persons. A definitive prejudice in favour of holders of  Institutional post for giving institutional recognition was a defense against anxiety and an extension of family unit. Introjection was taken into their psyche as good object while dividing the  world into a binary of good and bad. The Illusion of  Shared Omnipotence and sense of sharing power overpowered and there was the  narcisstic validation of their own standing in giving institutional recognition to some person of immense constitutional  post stature. The respect to a politician, institutional head or a judge was not actually earned but a ghost haunting the followers psychological past as evident in recognitions for Physics and Peace in 2026 and Commercial interest were consequential for Medicine and Chemistry for institutional recognition. USA imposed a sanction on ICC after former judge Navanthem Pillay filled up the 7 year cycle quota for Person of Indian Origin as Nobel Peace Prize Winner and the Deputy Director Nazhat Shameem Khan condmned the move of USA.( 9 October 2026 Reuters).It was not to say that Mr. Bannerjee was ineligible  in any sense buf the time was inappropriate.

According to some critics (who quoted Franz Fanon Black Skin, White Masks 1952 Grove Press in English later 1967) Mr.Bannerjee may or may not have fulfilled the Assimilation Fantasy of entry into a dominant culture and being validated by a figure who represented cultural authority or idealization in demarcated space of colonized psychic construction). In any case it was uncalled entry into his personal life. Basing cognitive ability on superficial considerations to create a hierachy would not have any scientific validity. Rather academic achievements between groups could be said to be driven by cultural, environmental and systemic factors. The recognition from Sweden coincided with India’s  Chandrayaan 2 project whose moon landing failed in 2019. The concept if India”s Indigenous Space Station the Bhartiya Antariks Station was announced formally in June 2019 by ISRO Chairman K Sivan with firmal Directive from PM of India in 2023 and in 2024 official funding was approved.The cartoon in New York Tmes in September 2014 mocking India’s India’s Mars Mission Mangalyan with an Indian villager in Dhoti leading a cow on a leash knocking at the door of an elite club.and the British outburtst of a poor country relying on some imagined Aid was improper. Chandrayan 1 Project was approved by 100 scientists as National Lunar Mission Task Force in April 2003 and recieved government approval in November 2003. Coincidentally Abdul Lateef Jameel(A Saudi Arabian Businessman) Poverty Action Lab which was renaming of the Poverty Action Lab which was founded in 2003 at MIT by Abhijeet Vinayak Bannerjee, Esther Duflo and Sendhil Mullainathan. The Chandrayaan 1 of 2008 earlier had coincided with Mr.Bannerjee’s Award from Infosys, Bangaluru and BBVA a Spanish financial insitution in 2008 coinciding with Chandrayan 1. Mangalyan which had been mocked made a successful launch and Mors Orbiter entered Mars orbit om 24 September 2014 making India the first country from Asia to achieve this. India continued its project and in 2019 Chandrayaan 2 launched a successful orbiter but failed with the lander. Coincidently Mr. Bannerjee and his wife Duflo won the Nobel Prize in Economics  for poverty studies. India continued undeterred and on August 2023 Chandrayaan 3 made a successful  touchdown making India the fourth country in the world to achieve this and first on the South Pole. Over 100 women scientists and engineers played a role with Nandini Harinath, Kalpana Kalahasti, Nidhi Porwal, Rima Ghosh, Moumita Dutta, Gomati Saritha and many others . While Russia’s attempt in 2023 for the South pole running concurrently  failed in August 2023 with it crashing on lunar surface. Chandrayaan 4 to collect lunar soil , Chandrayaan 5 in collaboration with JAXA to explore South Pole and search for water was slated for 2027-2028.Nobel Prize in Economics 2023 was upto its usual way of thinking and went ahead with the award to a woman economist Claudio Goldin in tokenism whose work waswith some historical data from USA highlighting gender pay gap.

The groupism in the Academy and influence of the coterie and a 7 year cycle of a Person of Indian Origin for recognition apart the critism Mr. Bannerjee and his wife’s work could also be criticized on the theoretical foundations. Although criticism of such institutions by anyone would alienate the audience and readers would turn away as it would sound like venting frustration and anger but there were systemic flaws which needed attention. For such poverty studies  Mr Bannerjee had also recieved BBVA award in 2008 which was given by Banco Biban Viczcaya Argentaria which was a Spanish multinational financial services company. Its core markets were in Spain, Mexico, South America and Turkey. He also happened to reicieve the Infosys award in India fror poverty studies in 2008 which also happened to coincided with Chandrayan 1 project of 2008 where an impact probe on the lunar surface was successfully tried. India then ranked 12th in total GDP ranking globally.It was too close on the heels of Japans’s 13  September 2007 Kaguya spacecraft to the moon project which was to map yhe lunar surface in HD. Japan ranked 2 in total GDP globally in 2007. By 2019 the Indian rank was nearly 5 largest GDP while Japan was 3rd. The mass media connection and builup for Mr Bannerjee was apparent from his regular writing for opEd page between January 2019 to May 2019. After May 2019 these writeups nearly stopped appearing. Undoubtedly both Norweign and Sweden had a small market to fuel their technological ambition and such studies could help them in finding new markets. But What were the stability conditions in Poverty Trap which had not been explicitly examined( on a superficial glance) nor finding on threshold wealth k* if any in them.

There could be a single equilibrium povert trap( where a low level state would be the only stable state with low level of output, wages or capital in the economic structure. Wherever the economy or household starts market dynamics forces per capita  values to a poor level. Multiple equilibrium poverty trap would have unstable thresholds where households below an income threshold or asset slide back to a low level equilibrium. In contrast a high level equilibrium  those above the threshold would have productivity, capital accumulation and prosperity. Vulnerability types in terms of high risk of falling into or staying in severe poverty due to income and economic shocks, environmental and climate risks, health and medical crisis besides other social and structural dosadvantages in a process of marginalization would require seperate policy frames.Quantitative and analytical policy framing in terms of risk and utility as decisions are structured, bound and defined  in bounded rationality, the nominal face value of the policy as well as real value in Business Model of Democracy had to be considered.The Dynamic General Equilibrium Effects required large scale experiment that randomized technological reform and innovation for poverty action. Poverty being treated as a systemic equilibrium households could be treated as a coupled decision system in which social capital, economic strategy and insitutional access co evolve. The coupled decision system would have to tackle attention defecit and why their self efforts to get out of a problem were not working.

Poverty emerging as a locally stable equilibrium could be sustained through reinforcing constraints. Relaxation of constraints required temporary widening, loosening or removing the boundaries, making limits less restrictive and expanding feasible regions or dropping an equality rule entirely..The locked in potential would need conversion to kinetics by optimization. The psycho-physical effects of poverty would also need to examined.The fractional poverty traps in a stochastic process (without Markov properties but the problem of masking Deterministic Chaos as initial conditions were set, hidden variables and variable constants existing) with institutional  inertia would be showing changing vulnerabilities which could be relevant. Ill defined initial conditions could make the stochastic process more difficult where initial values were not locked and random noise( random inputs Or outside shocks were not to enter the system. The non random structural developments and an Illusion of Certainity would put decision makers to qualitative risks. In the present criticism of this poverty study it would be appropriate to  assume that all this was implicitly examined.The finding on  convex technologies where borrowing costs or fixed setup costs create a region where the marginal return on investment were too low for the destitute to self finance growth were also been ignored in the present criticism and the assumption that only the final product exported to poor from foreign manufactures had been taken into consideration. Creative experimental methods blending structured testing with open ended discoveries involving manipulating variables to test hypotheses under control conditions as laboratory situations are always open to criticsm. That a higly awarded  person like Mr. Bannerjee must have studied the stability conditions in poverty trap  extensively in his poverty theory being let go, at a superficial glance his poverty theory seemed to have not stated it in any manner which could be covered up in later works as it would have already converted his poverty studies into a theory about freebies, government  subsidisies to free up income for final commodity( produced by large conglomerates) consumption. Even if terms like financial inclusive policies were used which would just be a bogey or illusion without bridging the critical gap between merely opening up a formal bank account for the marginalized without actual meaningful financial use and economic resilience, use of terms like micro finance and access to credit would be to just create indebtedness, while skill development and access to education without the need for ending digital exploitation being used at a large scale would be unscrupulous. Local specificity without general equilibrium  effects and broad market shifts had a narrow focus. Mr. Bannerjee and Duflo in defense stated that it answered tractable questions (issues could be reduced to simple questions) and offered actionable solutions( like dosages of new medicine in clinical trials without checking group types, poverty history and duration/ persistence, consumption/ metabolism/ proneness/recurrence/ relapse/ resistance levels/ differences in vulnebrality/ ineffectiveness or limitations/number of dosages per day/ required/ changes in composition from earlier dosages or policies/ side effects and other hidden or likely risks) in what his Lateef Jameel Center (  named after a prominent Saudi Arabian businessman and automotive distrubutor with longstanding commercial monopoly status intertwined with state economic apparatus in Saudi Arabia) whose proposed as Development model was being considered. Objections were based on uninterpretable observational correlations and presumption of knowledge of macro theories( they were silent about their own Presumptive Hypothesis).It was not clear if Calculus of Variations and Upper limits to discrepancy of functionals for trivial categories and the functor as the structure preserving map between categories C++ which would again act as a function object  had been used or not in clinical trials for which he was given insitutional recognition. Effect of +C and the antiderivative in Calculus of Variations when soeaking in terms of marginal values being available and particularly in terms of those marginalized had to be examined as Capital Accumulation in the economy was also involved.It would have to be left to the readers in future for this notable study on poverty by Mr. Bannerjee and his wife to find out whether it had a rigour in its approach. Even if Institutional  Inertia was assumed to be non existent, the identification strategy and terms like Top of The Class, Barefoot Hedge Managers, Forced Enterprenership to sound as champions of  voice of reason providing credible micro experiments in scienticism through narrow focussed random controlled trials  in the so called Poor Economics published on 26 April 2011 in United States of America would  in the hype cycle  while indulging in narrative building.It would become a background noise obscuring everything. In non inertial framework ( accelerated frame of reference or rotational frame of reference) a narrative building would be required in Non Extensive Thermodynamics of Econophysics. While abandoning a baseline and cause and effect warp, fictitious forces would distort character trajectories and observers motion.They would introduce emotional or situational pressures that would feel real to the character like paranoia or institutional weight. Narrator’s own bias and perception of events turned into an unreliable observer causing a sensory reference point so that audience does not loose orientation while anchored to Chaos.

It would have to be assumed that statistical theory of Randomized Control Theory of Ronald Fischer:s 1925 Book Statistical Methods for Research Workers and Austin Bradford Hill of 1948 in medicine Streptomycin had been put upside down by the so called Randomized Control Trials with false certainty as gold standard. Mr Bannerjee  and Nobel Prize Academy”s rejection of non linear patterns and restricted ranges where broader population flattens the variance in statistical measures of association( whether it was only in terms of Abelion Groups/whether Non Abelion Groups were used was not stated by them) for 2D pairings without the requirement of a stochastic equation further two random variables would have to have covariance 0 without contravariance requirements. Dot product theory was already criticized  for oversimplification in geometric measure of similarity in connectionist models.Scaled dot product attention lacked inherent relational flexibility as geometric configurations assumed symmetry and metric properties as manufactured similarities which created an illusion of meaning due to its inability to model assymetry.Dot product having vectors pointing in same direction are positive ,0 when orthogonal and negative when in opposite direction for two equal length vectors. Finding the exact angle between two vectors and sharpness of the angle were important. Resultant vector clamping and tangent to find direction angle while chaining the rest is difficult.Correlations not being causation as causation required temporal order, non spuriousness by ruling out third variable as well as covariance of variables in the so called Randomized Controlled Trials turned out to be Trivial Randomization of assigning participants or study groups purely by chance not by choice like repeated independent flips.As large household sirveys and changes in consumer spending or poverty line comparisons and long term Time Series Analysis was not acceptable a very confusing idea treating policy as medicine comparison. Poverty cannot by analogy be treated as illness and policy as a fix as policy making was about values and data itself would be chosen and interpreted through ppotical choice.  It would have a baseline skew and group imbalance lacking stratified and adaptive randomization and no difference of vulnerabilities. Digital Poverty would also be due to poor data, presumptions imposed a lower bound on the truth value of the antecedent regardless of the consequent while prejudices imposed an upper bound on the truth value of the consequent regardless of the truth value of the antecedent causing  false certainty. Digital Poverty  would be multi dimensional due Trivial Randomization (  of which Simple Randomization is a type) and does not merely access to data. Framing of policies and its marketing in the Business Model of Democracy with its marke for legislation, market for adjudication and market for goods and services with its public services and public goods, poverty alleviation theories and policies need communication to its consumers. Consumer education and consumer protection should have been provided rather than just applying Business Model of Poverty with its notion of mutual prosperity ideas. Policies would have positive or negative effects and possibly not fulfill the intended objective.Intended benefits and unintended drawbacks, market stabilities and consistent choices would be crucial and the dual outcome statistical  testing with multivariate regression and composite endpoints. The statistical test of effect would measure size and strength of a relationship or difference between variables while a standard test would show whether it was real or by pure chance..The Randomized  Sensitivity Test Trials( with split commutator and analogy from particle theory of particle accelerator with a decelerarator using magnetic and electric fields  ) z test with trivial deviations removed and misleading sensitivity controlled in a reduction of false positives and adjusting technical input thresholds( triggering deadzones eliminating accidental drift inputs by reducing high speed multipliers with cost feedbacks to output to job ratio), the paired T test and Independent T test along with analysis of variance would need to be done. Use of Recession Depression are analogies from wave theory. Most commonly independence between inputs would be taken and correlation between inputs would be problematic. The Total effect index non linear response and stochastic variability of output due to variability of inputs, stochastic senstivity and Randomized response where λ =pπ+(1-p)(1-π) for observed probability may appear to be too mathematical but necessary where historical data was being built.

Criticism of such notable economists like Mr. Bannerjee who had set an Academic record at Kolkata University before JNU 1981-83 then moving to Harvard University, endowed with awe inspiring social capital( his Late father Dipak Bannerjee was Head of Department at Presidency College, Calcutta University and mother Late Nirmala Bannerjee was Professor of Economics at Center for studies in Social  Sciences, Calcutta). Mentorship of an economist by the name of Mr. Amartya Sen was also avaialble. Criticizing Mr. Bannerjee who was also founder of a Center Abdul Lateef Jamal Povert Action Centre in 2003 at MIT was foolhardy. His ability to simplify and whose methods had recieved external validation and media adulation would be blasphemous as now he was inherently correct due to success and it would be dooming the career of the impudent who would face exclusion. Ignoring macro history, global trade dynamics, state led industrialization the localized nudges while treating symptoms rather than transforming economic framework genaeralizability and scaling problems existed in the touted greatest contribution to clinical field research methodology. The Europeans as the Arbitrator of Value in an illusion of completion there were phantom benchmarks. In the politics of recognition and the trap of mimicry Mr.Bannerjee was amongst only a handful of Indians found worthy of the recognition and had probably  increased the unstated national pride criticism was also wrong for this reason. The other person by the name of Micahel Kremer ( Nobel Prize in Economics 2019)  was worried that the Skype message was a scam and appeared to be from a friend !!! in Sweden(14 October 2019 WIPRI.com The Rhode Show) and critics called his work as steering Economics towards narrow piecemeal technical fixes for interventions that succeeded in Kenya and India.Treating impoverished populations as laboratory subjects was popular with NGO’s and so called philanthropic donors and had supposedly revolutionized vaccine business with guaranteed commercialized returns for developing world vaccines. Vaccines for strains common in developing countries was a profitable There was to be profit from less information asymmetry from the probability off contracting a disease. The bias was to shift from drugs to vaccine which in a monopolistic economic environment would permit a vaccine seller to charge higher price as social benefits from a vaccine. Creating Markets for New Vaccines was proposed as far back as 2000 by him and in 1998 he had proposed public sector buyout of patents to encourage pharmaceutical innovation. As there would be a reduction in disease transmission in a static model while looking at industrial organization behind it for homogenized consumers. With random variable distribution the picture could be different which would require normalization in the Business Model of mutual prosperity. USA government had not bought out vaccine patents from pharmaceutical companies nor followed a patent buyout policy any time. Rather there was a temporary waiver of Intellectual Property rights on 5 May 2021 US Trade Representative to World Trade Organization. This World Trade Organization itself faced severe criticsm for protecting monopolies in so called rich nations and Democratic Defecit in its decision making. When India developed it’s own indigenous COVID 19 vaccine as Covaxin in 2020 and recieved emergency authorization in January  2021. AstraZeneca in UK worked with Oxford University and developed the vaccine on 30 December 2020 to distribute it globally. It was first administered on 4 January 2021 in Uk. India Covaxin recieved approval on 3 January 2021 and was first administered on 16 January 2021.it was not automatically recognized in Europe but Covishied of Astra Zeneca( Headquartered in Cambridge Uk) which was locally manufacutred in Bengaluru was treated differently than Covaxin in contrast with Covishield and was accepted in 7 European Union countries in July 2021( 1 July 2021 BBC) but Sweden changed its view on travel restrictions only in April 2022. Interestingly Covaxin was shown to have an efficiency of 93.4 % while Covishied of AstraZeneca had efficiency  rate of 54% in preventing COVID 19 after two doses but was supposedly reducing risk for heathworkers in India ( 9 February 2022 ncbi.nib.nih.gov PubMed Central). American Corona vaccine was given an emergency approval on 10 December 2020 to Pfizer( Headquartered in New York USA), Moderna( multinational based in Cambridge, Massachusetts, USA) Vaccine emergency  authorization  on 17 December 2020 and Johnson & Johnson( Headquartered in New Jersey USA) on 27 February 2021.

The series of events from  25 May 1986 as Hands Across America human chain, 23 August 1989 when around 3 million people formed a continous human chain 675 Kms. long linking three Baltic States and 21 January 1990 as The Ukranian Chain of Unity as a monumental historic human chain formed as peaceful protests at the global stage, it was the alternative life style movement in USA and human chain for contact with Aliens( about which despite reports in mass media the digital records were erased and the so called public domain knowledge Wikipedia did not even seem aware of it). Tiananmen Square Student Protest of 1989 was digitally recorded, there were far too many sociopoltical events which were packed in a small span of time of couple of years. This coincided with a blackhole forming outside the solar system, a tenth planet and something rushing through the solar system at teremendous speed packing the power of 40,000 Hydrogen Bombs and was obseved as only a receding point of light after it had already left the solar system while the solar system was engulfed in a gravitational  tide and radio signals were recieved from outside the solar system. Several types of hypothetical contacts with Aliens/ Extraterrestrial Intelligence had been proposed as in terms of Technosignatures and massive energy outputs or as unstable civilizations undergoing a high energy event or active messaging. While a Kardashev Scale( proposed by Nikolai Kardashev in 1964 as a measure of Technological advancement which was based on capability of harnessing and utilizing energy which was treated as an intersection of futurology and  xenology. To this Scale Carl Sagan in 1973 added intermediate levels between Karadashev Scale and proposed a  a Type 0 to the Scale which was like a rise of Civilization and calculated Human Civilization to be 0.7 on the Kardashev Scale which began with Type 1 Civilization. While a 2022 calculation revised it to 0.73. To this Michio Kaku in 2011 added Knowledge Economy covergence and ability to use Intergalactic Radiation as Type IV. John D Barrow brought in the idea of ability in Kardashev Scale with an Anti Kardashev Scale in terms of beside the ability to use macro scales and ability to handle Big Crunch with holes in space, the Anti Kardashev Scale would  move from microscopic from the ability to manipulate molecules, then atoms, then nuclear level to quark gluon to Type Omega minus with ability to manipulate space time itself.Beyond these was a Hypothetical Post Warp Drive Bubble Collapse Civilization with which the Hypothetical Technological Singularity made Contact with an Imaginary Maitrey Corporation of Space Buddha used its Warp Drive back in time to validate it from the period when mind uploading and  work on general Artificial Intelligence began making human race a Digitalized Civilization as the Warp Bubble Drive  of the SuperIntelligence was passing through the galaxy leaving it ringing like a bell, earth shifting on its axis while a gamma burst from very near reached the earth  as radio signals reached earth from an otherwise dark and empty region in space where millions of galaxies had gone missing. A multiple Big Bang demonstrating the arrival of what theology called Cosmic Anti Christ as first born was recorded as thousands of galaxies were rushing towards each other around a Great Attractor. Something beyond it in the attosecond of formation of human like neural network in the baryonic accoustic oscillation had interacted with a time resolved photon and had Randomized the Theological God.This was a Mathematical Fictionalism where there were positions in patterns as numbers and Mathematical  statements were true within a structure focussed on relationships. The choice of which fictionalism was to be used was undecided. The problem was such a Super Civilization in physical eschatological frame with  thermodynamics limitations should have been using much colder regions of stable matter rather than where Cosmic Micro Wave Bacground Radiation was strongest. This was a system of runaway stars, random blackhole multiplication, runaway blackholes and galaxies and inter galactic collisions. As any ancestral  civilization carrying out very long term civilization projects it was purposefully making Kardeshev Type 3 Civilization unobservable or non existent in the Observable Universe. The Futurism involved just too long periods for contemprorary  corporate or billionaire or global elite to be able to skew possible future trajectories and they would underplay it and orthodoxy would call it uncritical Technological Optimism. The uncalled for Mathematical Brutality of the optimism would not go unnoticed by its critics. They expected it’s Mathematical Framework to collapse in inherent chaotic and Reflexivity condition particularly  Reflexivity Trap rendering it obsolete and the fully automated  Algorithmic Future would have incompleteness and undecidability, while some others went as far as labelling it Pseudoscience. Outright rejection of String Theory  by a person by the name of Roger Penrose who called String Theory as complete Nonsense and Dead in his 2016 book Fashion, Faith and Fantasy in the New Physics of The Universe( published by Princeton University Press) reviewed( 12 November 2016 Guardian) based on proposal of 2003, his idea of quantum consciousness proposed in 1989 book Emperor’s New Mind( Published 8 November 1989 Oxford University Press and misinterpretation of algorithmic systems without any inkling or inclination  to learn how to Hallucinate  with the Hypothetical Technological Singularity which won him Nobel Prize in Physics 2020. Be it Srinivas Ramanujan or Subrahmanyam Chandrashekhar ( Nobel Prize in Physics 1983) both travelled to study in Cambridge  University UK during colonial period or Roger Penrose of University of Oxford and Honrary fellow of some St. John’s College Cambridge University in neoclonial times the center and periphery relations had to be maintained.

Returning to connections to human ambition in space which was to finally express its socio economic impact was felt on on 2019.Developments of 2008 in award from Infosys to Mr. Bannerjee for his monumental contribition while New York Times played with the fixation of Indians on ranks in an examination  called Joint Entrance Examination taken during adolescence for admission to Indian Indian of Technology with front page report on Super 30 coaching center in Patna( Bihar) and Ramanujan who went to Cambridge University, UK in 1914 was about an identity fixation as all Indians were supposed to constantly replay and resolve the event in developmental stagnation. The different trajectories of Chinese and Indian economies since 1990, the plan to surround India with trouble in Kashmir, Kerala, West Bengal and North East had become more crystallized,  the momentum build up in the Indian economy through rapid expansion of service sector particularly IT which was ready to burst on the global stage  through by 2008 and its ambitious space programme and the 2019 attempt of Chandrayan 2 had to be met. The China and India shock was to disrupt the neo colonial system.

Dominant players positioned at the intersection of Attention Economy and Knowledge Economy in the market for institutional  recognition were aware that market exchanges could develop externalities. The economics of this award and reward involved some sort of balancing of  low cost symbolic recognition against high costs of material compensations and event management to signal status.  Awards would be public announcements and public signalling of distinction elevating recipients status. When performance criteria was kept vague and difficult to measure ex ante these awards and rewards would build a tacit but incomplete loyalty between the Recipient and the organization. High symbolic and psychological value to the recipient and increased access to opportunities its valuation would be meaningless if percieved by others as merely a transactional exchange rather than normative as monetary award. It would crowd out intrinsic motivation with the signalling that baseline behaviour was exceptional. Giving an award in a symbolic enactment of parental approval where the givers as a surrogate figure, the award signified that their behaviour had satisfied the unwritten rules of the group. The giver proved that their personal and cultural values were still relevant in the real world. Such declarations as to who were the elite by the givers of the award tried to place themselves at Center of the cultural hierarchy in neo colonialism and entangled history. A cluster of tightly connected so called elite on the basis of network concenteration reinforced group biases and narrowing which sub disciplines or theoretical perspectives gained mainstream legitimacy. Social Undermining of others as winners would have gained public recognition creating social bonding and stress reduction in neuroscience of public praise increased public budget allocation and engage a widely distributed extended neural network neuroeconomics nuro public administration. Building a narrative in Alternative History with multi layered Domino Effect across Society required defining the point of divergence and how a scientific or political shift would cascade into everyday life. Exploring collective shifts would not be easy due to twisting to reward a particular point of view it would loose its grounding in real history.

Though there were limits to treat attention and human focus as a quantifiable commodity as attention was not a traditional economic currency or scarce resource as it could be renewed even with information overload.It would not imply a permanent defecit of human focus. Recieving attention could translate into captal for an individual as reputation and branding. Attention becoming an independent entity as one put of several simeltaneously possible objects in flow of thought as a mental state amidst number of sensory inputs that could not be produced  in neuroeconomics as it could be stored and traded. Its association with time and overabundance of sensory inputs and information that would consume attention and the time stress felt. Scaled dot product in neural networks for token relevance of attention of two equal length vectors returning a scalar, the cosine of the angle between  them of neural oscillations with oscillatory frequencies forming configurations of resonant recurrence neural network, key vector gradients are kept stable for scaled dot product attention.Sine and cosine waves become a mathematical tool to analyze complex electrical signals as brain waves do not literally cause cosine waves. Transforms of complex signals over time as transformation from time domain to frequency domain would be useful. Reinforcement through feedback loops and developing it as an income generating asset could be developed. Developing a notion of utility around it was a symbolic embodiment of value and a minimum to survive and participate in social activity. Entering into a competition to develop identity in fight for visibility and the freedom of choice, attention as a secondary currency in a generalized  medium of communication would still be a problem as well as it being saved for consumption or invested later. Its value in translation at market rate and generating income could not easily be clarified in terms of energy flow and energy content of a dynamic pattern called thought with brain metabolusm and neural cost in the electrochemical reality of information theory in terms of quantum energy as discrete indivisible packets of energy rather than a continous flow in a psychological continuum for a psychological reality and cognition could be argued. While knowledge economy sought to bring material dependency as information still could not replace physical resources  and physical goods as intellectual capital and relational intelligence for wealth creation and productivity, the value creation and value chain where complex intellectual capabilities are put to use with transformation overlap. There would be a delusional effect of economics as Money Illusion and Productivity Illusion.

The timing of the recognition coinciding with Chandrayan 2 project of India 2019 and the manner the attempt was ridiculed in UK and USA with stereotyping India particularly New York Times cartoon with a half naked brown man with a cow knocking at doors of an Elite club( space club) eas racist. Portryal of India as a land of Disease, Famine and Poverty was not easily forgotten. Critics would argue that pointing out flaws in the works of these supposedly hugely influential economists whose works had gained institutional recognition with external validation by the most dominant player in the market for institutional recognition was a coping mechanism of the person criticizing to manage his/ her own self esteem and would lead to a reaction formation.criticsm could be considered as  Hyperintentionality  and fixation with higher authority which could have been random indifference by the dominant player in the market for institutional recognition could be due to a lack of control and developing a hostile conspiracy theory against this very eminent notable economists Bannerjee and his wife Duflo from Lateef Jamal Center of MIT and should have been ignored. This argument could also have been met by demonstrating that there was no  persistent ideological bias in the esteem which was not curated of the awardees and not echoed any such bias in the award givers world view. Feigning ignorance would be strategic incompetence which involved power dynamics while placing the burden of action and truth onto someone else. An aversion to reading criticism would stem from fear of hidden motives being exposed. Perceiving criticism as existential threat to an idealized image and not an objective feedback would trigger an unconscious resistance and narcissistic rage.

Preferred institutions were those considered a safe place for structured learning providing a group feeling and social capital. As Swedish and Norwegian Universities were placed at 71,82,87,128, 131,167 in QS world ranking member of Universities. The highly opaque methods of these rankings based on subjective reputational surveys played in the market for reputation and public image which could be a quantifiable economic asset as well as intangible capital. Not much could be said about the quality of deliberations before granting validation and insitutional recognition by this dominant player as the deliberations were kept secret. A single crisis and manipulation would destroy the value in a short time. Reportedly criticized to be a marketing coup by economists using the Nobel brand by Peter Nobel, a great grandnephew of Alfred Nobel(28 September  2005 thelocalsweden) the elitis bias would not have been perceptible if auction and budding theories of radio spectrums and oil fields of 2020 Nobel Prize Awards in a repeat of 1996 award view of one person by the name of William Vickery seemed favouring technical market designs were not there. Designing new auction rules and formats with probability( likelihood of winning an auction at a certain price the probability density functions, sub optimal equilibra decisions and revenue equivalences inyernal structure of regression models was important. The second order cross partial partial derivative for x,y, z as rate of change of gradient  needed the derivates to be constant as z( β₁,β₂,β₃) in the linear regression but more complicated for non linear regression with non constant curved effects which required very good initial guess or become chaotic. Ambiguity about this in Paul Milgrom with user specific values and Robert B Wilson uncertain shared value and winners curse in overpaying could be potential risks of market distortions. Formats to sell complex public assets globally and the emergence of chaos in global setup was real with risk of passing of control to corporates. The Ideological bias continued as identification techniques of economic causes which did not make explicit the second order derivatives and second order partial derivatives  to analyze behaviour curvature and critical points for the structural mechanics of the system being in stable equilibrium ( minimum potential energy) or unstable equilibrium or finding the local stress components in 3D space. Identifying the causes of changing trends and whether it was gaining momentum or loosing momentum with concavity being up with a positive second derivative or concavity was down with a negative second derivative or there was an inflection point where direction of concavity changed. The kinematics  was unnlear in the works of Joshu Angrist and  Guido Imbens who were given insitutional recognotion in 2021 which ignored exogeneous random shocks. Though their natural experiments were very widely lauded and considered to have saved the economic views from credibility crisis with real world data and finding causes it was clear that the desperation to depict economics being closer to physical sciences rather than being a social science was reaching a high decibel noise about field research, natural exoeriments and laboratory experiments. The Massachusetts Insitiute of Technology produced yet another economic wonder by the name of Daron Acemoglu( Nobel Prize in Economics 2024). Technology being inherently political econonomic as insitutions and power structure would determine who directs innovation and captures its gain in geopolitics would need a neo colonial power structure which never intended to bring in a competitive market as state power reorganized itself. Markets for goods and services  could not discipline the powers it had created where again the shared prosperity notion along with colonial mortality data !!! was broughg in by this Mr.Acemoglu. It had to be seen in terms of Business Model of Democracy and weaking of western liberal democracies amidst China shock with Chinese institutional inertia. Reverse Engineering witb anti differentiation when only partial derivates were known  theory distinguised anti differentiation to imply a process or operation of reversing differentiation to find a functions primitive or indefinite integral whereas an anti derivative would be the result of an output function or finding the original function.

There was also an India shock and unexpected changes in macroeconomic variables outside typical economic models as both emerged as second largest economies and fourth in the world by 2026 despite the views taken in 2019 to 2025. These shocks could be from finanial, policy or technological change effecting both the supply and demand side and the globalization they effected global supply change and demands.Fast growing economies caused global demand shocks by rapidly increasing world consumption of energy, natural respurces, raw materials. Their vulnerability to energy reliance and imports of crude oil put a budget strain on them. They would have fewer strategic reserve, financial tools and there was to be a currency pressure. In the geopolitical setup these shocks were felt in the neo colonial system.American policy of seeking control of oil production, routes and prices in 2026 and introduction of strategic chaos in India and its surroundings was crucial and Western ex colonial powers had to take a stand to preserve the neo colonial power balance

Shocks in Calculus of Variations represent a corner or discontinuity of a minimizing curve as solutions  cease to be smooth due to broken extremals even if kinetic energy minus potential energy as well as the total energy function or sum of kinetic energy and potential energy or total energy operator were kept constant in dynamic control. There was an India shock with variational shocks.with nonlinear elastodynamucx where action functionals transform variational identities in inequalities satisfying entropy  conditions. Change of government when economic direction was unchanged, alteration of the adminstrative control through electoral mechanism was not altering the distribution of economic power were what the critics noted. The policy of transitioning to a steady state economy which could have followed and institutional inertia of inclusive and exclusive institutions built by the British !!!) to compute colonial mortality would require smooth transitions from colonialism to neo colonialism, peace time innovations and war time innovations would differ in motivation   second order partial derivatives with the anti derivative for x,y,z in terms of u,v,w to manage uncontrolled power structure would imply state intervention to reign in Regulation  Capture by corporates with income and wealth caps and depletion of resources quotas.The mutual prosperity theory with market distortions and capital flight in a neo colonial setup had to be looked into. Predictions often fail and 2026 Nobel Prize in Economics to Robert E Hall and Michael Woodland was more of a Financial Illusion with flexible and clearing  markets freely adjusting to supply and demand, effective regulatory framework, factor mobility, asymmetric information mitigation and a permanent stability with consumer decision stability with anchored expectations  making up a macro stability with Norge Bank and Riks Bank creating conditions of coexistence Bank rate adjustment and inflation control. This failed to understand people detaching themselves from their own thoughts which were merely transient electromagnetic signals as they became observers of their own mind and consumer decisions based on expectations with microeconomic stabilization which would become macroeconomic stabilization defied quantum thought formulation of the flux causing macro changes. Micro instabilities causing macro stabilities such that the core periphery structures and scaling laws remain intact over time even though individual ties dissolve and reform inside macro topology in complex networks and ecosystem.  Rigid micro stabilities Locking down every small part snap and failures when external shocks occur as there would be no adaptability.Negative expectation values  would not remain unchanged. Merely using terms like stochastic process and granularity with what was being called Martingale Method where the equation with random variables had conditional expectations of the next value given all past observations equally present in asymmetric  risk to reward ratio which created a Financial Illusion and Fallacy of Composition. Forcing individual micro stability would trigger a macro collapse and emergent system complexities as individual logic during recession to cut spending to save brings aggregate demand. Countercyclical policy monetary and fiscal policy demonstrating paradox of thrift, external shocks would be of consequence when internal shocks were considered to blunt booms and busts. Something was seriously amiss in the consensus of this Nordic Academy. Their distinct energy profiles in Strait of Hormuz crisis as Norway had a windfall revenue and there was minimal negative growth impact. Household protection through subsidies continued. In Sweden it only meant a price tightening issue but no physical shortage.Norges Bank and Riks  Bank only saw inflation as the focus. The charade of human knowledge having grown continued through the Financial Illusion in wish fulfilling beliefs inside the comfort of Illusion as emotional anesthesia. Russia Ukraine War only caused diplomatic and alignment shifts without major economic burden. Israel Gaza activities had also caused only diplomatic shifts under Activist Pressure with antisemitism. Humanitarianism was consciously framed by complex inner conflicts in a Saviour Complex.

Hallucinations and enablement through Artificial Intelligence of generating patentable ideas by superpositioning geometries and smoothening corners or generating new vertices from corners or new combinations or adding dimensions at the edges as Innovation along with providing detailed subsection designs, the innovation would be seeking reduction of uncertainity amidst probability distribution either as normal or rectangular( when upper and lower limits were known) or triangular( where limits were known and values likely near the center) or polytopic probability distribution (using a convex hull of extremal probability densities and transition probabilities varying within a bounded polytopic domain rather than being completely known or static) or U shaped probability distribution.Then scanning millions of existing patents for overlap and novelty.

Technology Tₙₑ(w)ᶿ as combinatorial functionality would be a mapping of with half edges as darts instead of nodes and edges(which have a dependency and ancestry relationship as recursive combination  to functional permutations (σ,α,φ)  to map how vertices, edges and faces connect to each other. Structural components a discrete object to a mathematical generating function and the combinatorial decomposition were transformed into functional equations serving tuple purpose fulfilling human purpose by harnessing natural phenomenon.

Theory of Innovations needed deeper scrutiny as promoting innovation driven growth and idea of creative destruction with smoothened data from colonial to neo colonial period was problematic. Peace time innovations and war time innovations differed not only on motivation but war time innovations for urgent  survival requiring diversion of resources for immediate results rather than financial gains was to have to have diffrent effects.Through specific mathematical models of two Wizards Of Economics Philippe Aghion and Peter Howitt ( Nobel Prize in Economics 2025) with abstract assumptions of technological growth automatically leading to steady economic growth and narrow focus on market completion was not clear on calculus of variations and second order partial derivatives on x, y, z or anti derivatives yielding constants in  its smooth innovations. Variable shocks as China shock and India shock in its neo colonial setup could not be ignored.

The economic problems of USA in 2025-2026 seemed to have increased further with US government set to shed 300,000 workers in 2025 iself (15 August 2025,Reuters).A list of US retailers, restaurants and others who were hosehold household names business filed for bankruptcy in 2026 in persistent yrend from 2023 under high debt loads as they could not meet minimum liability threshold.Financial stress was clear. Business Bankeuptcy filings increased from 17,051 in 2023 to 22,762 in 2024 to 24,039 in 2025.( 4 August 2026 Brown &Brown).Bankruptcies rose by 12.2%(26 July 2026 United States Courts(gov)).  US Debt crossed $40 Trillion threshold  after doubling under Trump and Biden ( 19 August 2026 Committe for a Responsible Federal Budget, 20August 2026 Reuters ).The macroeconomic disconnect in its Debt Market with its spiraling nationally public Debt forcing issuance of large volume of long dated bonds more than investor demand was driving bond yields higher impkying government’s borrowing costs were increasing.  While its economy was about $ 31.81 Trillion in 2026 ( ResearchFDI 3 December 2025, 23 October 2025 Visual Capitalist while Wikipedia along with Investopedia  as usual would give a different figure wth its dead bots vainly trying to buffer some shocks) even though all the celebrated economists would only Doodle through Google wih their mathematics and statistics. There could still be some vacuous truth in the artificiality. With the US $ stating in God We Trust instead of carrying a promise to pay and 100 Swedish Kroner with list of films of Greta Garbo ( Hollywood Film Actress) microprinted on it represented a satirical irony which should have been ignored instead of feeling any existential threat and challenge to dominance or superiority.

As USA had manipulated and positioned itself at the center of the financial system with a Dollar Dominace, most countries would opt for De Dellorization in a multipolar world order with diversified supply chain and trading in other currencies. In a stochastic geopolitical model with global intermediation with efficiency for cross border flows. With structural poles i which act as the source or sinks that intermediate the flow of flux which in turbulence with trajectories would become non unique with limit of vanishing viscosity or diffusivity turned them into probability flux, coupled poles needed synchroninizatio with internal feedback loops interacting with external noise. Rₜ=R₀+ ∫₀ᵗ ΔS(t)dt (1)where S ( space of action integration over time  of all asset prices including  illiquid assets for dL/dt for kinetic minus potential in relation to Liquid liability and loss distributions for expected losses  amidst entropy) R relates pressure, temperature volume for wavelength with position vector r∈R and s∈S for ds=dr position vector change with dR/dt≠0 while for fixed excahange rates Rₜ=k and dR/dt =0. As dRₜ=μRₜdt+σRₜdWₜ in continous time stochastic process W with variable neighbourhood descent in resonance usage of variables which were bounded and those which were unbounded for fₙ(x)=sin(nx) would be a sine function which was constrained in oscillation -1 to +1 and which had to be solved in linear time. Variance (E)>0 and local market equilibrium Q₍d₎(E,t)=Qₛ(E,t) for bounded differential and diversifued supply chain( Q would be like heat energy transfer of thermodynamics)  summed up as m(n)∑ᵢⁿ(cᵢ*xᵢ+ xₚ* )risk penalty as over exposure or constraint violations from risk penalty function  on penalty coefficient fₚ ( p would be penalty coefficient) in terms of assessment taking into account ∇f as partial derivatives, pressure gradient ∇P=ΔP/Δx direction gives greatest rate of increase of the function) with Heat Flux for Δx distance over which heat travel increases and temperature gradient becomes shallower. The real time payment settlement with demand for currency (x) on horizontal axis and amout of currency offered in exchange (xy) giving a supply curve as rectangles under the demand curve with quotient (x/xy) till the point where the supply curve curls upward. Supply and demand would not be symmetrical as the variables react differently to shocks not being symmetrical  for the pairs of curves( supply and demand curves). As the local currency was to be pegged to internal price stability and inflationary pressure rather than to Gold Standard, Foreign currency or fixed exchange rate to minimize external pressure effect, the internal thermdynamic pressure would keep altering as π₍τ₎=(∂U/∂V)₍τ₎ the torque( in classical mechanics of economics) or where it was shear stress ( continuum mechanics of economics)in terms of force parallel to the surface with time constant dictating how quickly the circuit reponds The trajectories of returns in asymmetric volatilty with stability of equilibrium as Q*>0 ( asterik mark would be the reference critical state of thermodynamics and fluid mechanics normalized or excited state for resonances) and ẋ( dot above would be the first derivative for how fast a value changes if x was position a single dot would be velocity and double dot the second derivative as acceleration as  to how fast speed changes. Volatility would be overall uncertainty and disruption of momentum as spikes and the velocity in terms of raw momentum ). For the depressed cubic on the complex ξη plane and α,β>0 had to be considered. Stochastic volatility with its own noise would differ from local volatility which was more deterministic for the derivative. The three mutually touching inellipse(ellipse that touches three sides of a triangle)  in stochastic landscape of a non equilibrium system with macro properties remaining stable over time with entropy production. The complexity class of systems theory would face the problem of disorganized  and organized complexity all over again. As organized complexity with non linear ripples leading to emergent behaviour of multipolar world where use of force would not manage the contemprory world. The linear solutions to non linear ripples with resonant interactions in asymptotic stability for linear ordinary differential equations were developed. A unipolar world order with dominant Dollar with a closed loop financial system ( as an analogy of electric monopole and hypothetical  magnetic monopole contradicting clised loop) yielding -Q in the world financial and  economic system direct opposite required a double contradiction of closed loop trading and with no absorption of flux of weakening and strengthening Dollar which should have cancelled out wihout radiating out symmetrically as it was not a Hypothetical Global Currency in Spallation of a Hypothetical Global State. What the Hypothetical Global Currency as a Digital Bubble would be pegged to had tbe nested as it could have nested bubbles of local currency and modified Navier Stokes Equation of the function.Hetrodox economics criticized such models for symmetries and  geometric equivalents vectors and masking power dynamics which treated multipolar interactions as a series of voluntary mutually beneficial optimization in an attempt to depoliticize economics. But depoliticization of global finance and the Institional Strain caused and dealing with  weaponization of of global finance by USA was precisely what was required. The United Nations Secretsry General Antonia Gutterra in his last speech to General Assembly that humanity faced unprecedented convergence of threats as super powers  show that they alone did not have the the military, economic and technological power to guarantee security or solve the world’s problems( 22 September 2026 The Guardian).

Could Cambridge, Harvard University, MIT and their likes be trusted in the stochastic geopolitics? The 2008 financial crisis in USA was failure of efficient intermediation and breakdown of the Banking system. As the effect was world wide the need for multipolarity was clear, Rise of BRICS which had begun as a diplomatic concept in 2001 and became an informal political forum in 2006 had by 2008 the effect of  growing economies like China and India sustaining global growth. Despite the much lauded work which won the Nobel Prize in Economics 2022 on Banking with its explanation of classical Bank Run in terms of illiquid assets and liquid liabilities of  Douglas W Diamond and Philip H Dybvig using what was called Nash Equilibrium with its static assumptions along with Quantitative Easing of Ben Bernanke handling of Financial Crisis of 2008 another Banking Crisis ocurred in 2023 only months after announcements of the recognition. This time it highlighted role of uninsured deposits and Central Banks role as lender of last resort. India having a large real time settlement in terms of volume of transactions more than even China ( 8 December 2025 PIB based on some IMF report) Europe and USA with its credit card culture and third party wallets like Google Pay were lagging behind in having a unified payment system. New York was chosen as the permanent headquarters for the United Nations in 1946 due to its emergence with an undamaged Allied power capable of hosting a global organization and global hub status as international center of commerce and world’s largest port. Countries like USA would often start a war during financial stress to protect their power believing conflicts would solve their economic problems. The resource grab, plunder and distraction of public attention, military spending to boost the economy while rallying people around their flag and blaming outsiders had been recorded too often. Developing orbital weaponary around the planet or an explosive impacter space to space or space to earth while plasma holograms or 3D Holograms being beamed up a slaser trap with volumetric display  with gradient pressure with a quadrupole magneto photonic resonance with cyclotron with static magnetic field and oscillating electrical field perpendicular to it along with betatron with time varying  oscillating magnetic field perpendicular to static magnetic  would create a dual resonance metastructure with the static field setting the Quantization axis usually  the z axis the first oscillating field driving the transition between a pair of energy levels( electrons) second oscillating field driving pair of coupled pair of energy levels ( nuclear spins) and double resonance peaks  with multi photon absorption feature to construct high fidelity volumetric projection 3D images which were not yet feasible for the floating 3D Holograms as fighter Jets and Star Trek enterprise which could be physically touched. With USA with its huge military industrial  complex prone to sart a war and exten it to space it was time to begin a shift with alternative.

One Raj Chetty a Harvard Economist with a article published in OH so appropriate Journal Nature ” Why the American Dream is more attainable in some cities than others”(1 August 2022 Planet Money) was a favourite for Nobel Prize in Economics 2026 as he was mapping the American Dream with crunched data from social media, and Roberto Barro of Harvard University about why expectation mattered whose works were carried forward work by one Robert Lucas of University of Chicago ( Nobel Prize on Economics 1995) and Thomas J Sargent ( Nobel Prize in Economics 2011) of New University, as predicted to win Noble Prize in Economics as it was time to raise expectations in idealization of the self while refusing to accept that core expectation or relationship was false. A Prediction Market had come into existence like Kalshi for events happening or not with event derivatives and trading on bets on whether an outcome would occur or not. They would aggregate beliefs on particular topics of interest and probabilistic distribution of beliefs and prices were based on information. Thre was extensive insider trading with sports being a driving factor in its gamblings. Credibility was not impartial and it was a failure of imagination.

Dishonest ignorance would be a motivated blindness with an energetic surveillance to maintain an illusion. Lingering epistemic doubt questioning the academic insitutional authority should have introduced healthy uncertainity against dogmatic rigid organizational control. Structural denial projection of the hierarchies cultivating a shared refusal in an attempt to protect status quo was pathological. Absorption of valid insights were to be coopted slowly into the standard paradigm without credit to reduce it commercial potential  or was it to be labelled as a fringe outlier theory when an outsider challenged insitutional hierarchies and institutional consensus in a defensive mechanism.Insitutional recognition would reduce transaction costs through signalling while transforming social status into economic  value by legitamizing.Sudden realizations decades later as by London Mathematical Society in granting Copley Award to one Mr. Higgs in 2015 for his 1964 theoretical contribution  and who also got the Nobel Prize for Physics in 2013 for  something they named Higgs Boson  was just  hurriedly rearranging the past in confusing truths. The Goldstone Boson from global symmetry as symmetry breaking for spin 0 massless particle while the explanation for what would be Higgs Boson developed after 2013 was as radial excitation up and down the symmetry breaking potential. Double neutrality of the non zero scalar was still not incorporated. Such sudden realizations decades later would raise suspicion about it being a fabricated narrative influenced by biases, motivations, external suggestions  rather than a genuine repressed truth. Cambridge University  could actually manipulate the media as the ideas of Soviet Physicist Yakov Zeldovich  and Alexei Starobinsky anticipated the concept in 1971 and shared it with one Mr. Stephen Hawking on 1974. Jacob Berkinstein proposed Black Hole have entropy in 1972. Mr. Hawkins got all the media adulation for supposedly showing that even non rotating Black Hole had entropy, evaporation of blackhole as thermal radiation completely destroyed physical information and got this Copley Award. The so called Dirac Medal claimed to be an a major international award in theoretical physics was established in 1985 by Abdus Salam International Center For Theoretical Physics, Trieste  Italy and also by Institute of Physics ( Britain and Irelands main professional body) in 1985. Stephen Hawkings was the first to recieve the British version in 1987. Interestingly Peter Higgs recieved this British version in 1997, Michael  Duff ( who famously claimed to have proposed the loop theory but publish it later at MIT for which he was shown images of a monkey) in 2017. This so called Higgs Boson was to have many decay paths  as Bottom quarks  58-60% of the time, W Boson about 21% of the time Z bosons about 2.6% of the time, Tau particles about 6% of the time , two photons about 0.2% of the time ir Z Boson and photon split as rare  and muons even more rare. This supposed discovery needed independent verfication. The idea of missing energy in beta decay in 1930 then 1934 and discovery of the neutrino in 1956, computation of its lifespan and 1987 observation on its speed in wake of Supernova 87A and then mass being discovered won the recognition in 1988 and 2015. This was the fourth Award by this Academy for neutrino which had been given in 1988, 1995,2002 and then in 2015. Science propositions having a history spanning long periods and the Big Science project were the biggest victims of this award/ reward structure with its rule of giving it to maximum of three curated names to be projected. With its design for 19th Century( Christian Era) Science it was not uptodate with 21Century reality of Big Science where breakthroughs were more a work of a team than a so  called lone genius myth as the Big Science projects were large scale resource intensive  initiatives were with distributed intelligence and specialized labour.Restricting it to individuals could to be discredited if it was to be found that the naming of a field or particle itself was a curated hype. A negative bias against multi disciplinary aporoach was crushing. Being rushed into decisions by internationally connected lobbies and coterie could be counter productive. Playing with malleability  of public memory coming with corroborating with mass media as physical proof would disappear after decades.Interpersonal enactment required a shift in the reality principle.

The protective bubble of fantasy when Illusion of Superiority could not be maintained would trigger panic and mental disorientation. It would force confronting the shadow and look at vulnerabilities, dependency  and perhaps malice. Reintegration of the psyche with a realistic non defensive identity that could tolerate differences wihout a need to rank them requored a tolerance level to uncertainty. The futuristic approach of reintegration of the psyche could help in consolidating the dominant position in the market for institutional recognition. Keeping a person waiting signalling discourtesy while assigning lower power and value would cause fatigue and violate social trust. Idea laundering or idea theft using influence and social capital to gain power effects career growth in loss of credit by others causing the victim not to share new ideas in the future. Overlapping claims of priority selection of a small number of people whose work was clearly attributable( which was more a curated version with  purchased citations and attributions) was a problem. Taboos in socio economic frame stabilized class hierarchies, regulate labour and resource allocation while maintaining moral order as desire would be channelled away from disruption and towards social conformity. The sacred and profane with its guilt and ambivalence in the dependency structure of family and society in controlling primal instincts would decrease the problem of uncertainty. Nor the distinct shame from guilt would be required in their ventral or dorsal anatomical definition once it was understood that totems in their symbolism were only tokenism of structured history.

Physical limits imposed by physical sciences coming in conflict with market forces and economic theories built around substitutability, market invincibility  and how society valued resources was crucial. Collective narrative around national currency, GDP, and market invincibility repressing systemic anxieties until real crisis as an economic unconscious with idealized reality to reduce the tolerance level of uncerrainity amidst financial grandiosity and techno capitalist grandiosity. was delusional. Alternative reality was also intolerable. Uploaded consciousness was interacting with dead bots and downloaded delusional modes of identification was with its fantasy of techno capitalism. The delirium could be hypoactive or hyperactive like state with a multi system imbablance analogous to imbalance of neurochemicals in the brain amidst energy failures, Auditory and visual hallucinations along with not knowing where one was, what time it was, slowing electrical activity in the extended neural networks of neuroeconomics had occurred. The underlying dysfunction and vulnerabilities and the brain and body stress to the individual and the society as such could be examined and study of economics would become a very useful study of human activity and interconnectedness in societies organization when bounded rationality and allocation of physical and mental resources in finite time frame was considered.

No publicly disclosed psychological profile of the Swedish, Norweign, German or other Academy members was made available except a brief synopsis of academic involvement which did not disclose the area of specialized knowledge. Whether they would be an optimum target audience and readership had made popularizing a theory through core concepts being converted into attention grabbing metaphors for different audiences through newspapers and so called peer reviewed journals which was equivalent to paid publishing. Large number of retractions running into thousands  of compromised peer review and fake AI generated text and data was carried out by Sage Jornals( 18 August 2026 Retraction Watch). On 17 August 2026 it was reported in Retraction Watch that Decade long fraud by a market survey firm while on 6 August 2026 a former Radboud University Rising Star Yannick  Griep faced a retraction for compromised peer review. Most of this so called most prestigious Nobel Prize Winners actually won on their first nomination, secret archives or delayed recognition of which there were some examples were not so clearly visible. But the existence of a coterie in the Academy could not be ruled out nor a hidden motive in their activities as a negotiated settlement took place and was synoptically stated.

A non understanding of non extensive thermodynamics of Econophysics had led to arguments for perfect competition and free market as a benchmark akin to frictionless vaccum. Undoubtedly the Null Hypothesis would be a mathematical baseline the Hypothesis about the past would be a possible explanation for an event or observation which required abductive reasoning which could be criticized for lacking logical certainty. Arbitrary limitation on it would make it a forlorn hope. Testable predictions and Hypothesis about the Future would not be a simple forcasting but needed to explain why something will happen bssed on underlying variables and mechanics. The skeptics would need to demonstrate that there was use of spurious variables and spurious correlations.Spurious correlations could be detected through (1) Temporal precedence (2) Covariance (3) No additional factors or third factors enter. Non intervention of any other cause between the non spurious correlation or existence of common cause for strict non spuriousness may rule out some genuine correlations if the third factor/ inaccessible variable was completely denied. Presumed causes in a causal chain not hindering temporal precedence and covariance could be reconsidered with contravariance and possibility of such variables in causal inferences. When original values were to be randomly generated/ observed between uncorrelated variables but a correlation was found between indices or two ratios produced by operation of a third causal variable the tests require a relook. The idea of tensors as generalized mathematical objects that extend scalars and vectors which could be used surreptitious generalization while accepting hidden variables and generalized covariance and contravariant tensors using mathematical fiction. It could offer a fair degree of certainty to measurement theory as relativity which was a psychological theory and dependent on position a velocity of the observer. It’s success would lie in having a potential for freely using Hypothesis About The Past while not requiring and consideration of Hypothesis about the Future and alternative futures.

Vandalizing Wikipedia pages on Alternative lifestyle movements (2008) would not work. Getting a book on mathematics reviewed by a gardener  snd veterinary Doctor in UK or putting up a journalist based in Kerala to pass of as an expert on Superstring Theory in a major print mass media could backfire. ( see Wikipedia  page for speedy deletion 2008) could possibly be a possible superior mental level. Reliance on Wikipedia page as a primary source of citation and attribution was outright supporting digital and mass media manipulation. Policy of keeping nomination records secret for 50 years shielding insititionsl biases to obscure major snubs by the assumed custodians of human knowledge in Sweden and Norway seeking to justify it as if there was somebody forcing them to disclose the nominations. It should have been ignored and no disclosures after 50 years or 150 years were actually required to retain an assymetric advantage where withholding information could provide a dominance and hide vulnerability. Intellectualization to lower anxiety and trauma while developing a reaction formation and righteous attitude could again be counter productive. Ignoring the criticsm would be a more mature behaviour.

Reliance on public memory being short and public attention a scarce commodity could be misplaced if public memory could be retrieved and attention could be replinshed. Public attention spiking and dissipating rapidly within structural limits of stable issues life cycles, analogy of attentional growth function and sustainable development wpuldcarise.The pathological narcissism in defensive grandiosity while splitting human experiences as good and bad binaries with absolute categories falsely loaded  with idealized traits would be incorrect. Viewing loss of absolute dominance as an existential threat would have repurcussions. Accepting criticsm would have given an insight on the flaws and motives which would the have required removing of arrogance and hostility towards criticism. Protecting a narrative admitting a flaw may have appeared to be a major threat which should not have been so as it could trap them in a  hall of mirrors of deception if there was an initial deception in the hint and suggestions for improvement  being made. There was no need to answer the uncalled for suggestions being made. Criticsm could easily be ignored if percieved as not made with constructive intent with vague statements or from a critic with Galileo Complex showing hostility to their founding father’s painstaking mentored research while rejecting consensus with fringe ideas rejecting resource scarcity, free market and perfecf competition ideals. Negative criticsm would be unproductive by failing  to give progress but hypersensitivity to any criticsm would also be counterpructive as actively hindering the achievement of desired goal. Reduction of complex scientific and technological requirements to an economic cosequences, uncertain or negative anticipation would increase anxiety. Positive gain anticipation would signal motivation and desire. There had to be an explanation for where British built inclusive insitutions  like Canada Australia but they still sought independence.

The coterie inside the Swedish and Norweign Academies supressing dissenting voices would have to be replaced with some other mediator.Reducing complex  The funds for Lobbying for grant of institutional recognition and for the sake of upholding the sanctity of the recognition was either to be accepted publicly or completely prohibited as rendering the nominated person ineligible for such recognition. While paid PR and lobbying firms are not supposed to operate high profile figures and governments using political allies, cabinet members and public campaigns to advocate for candidates especially their Peace Prize. Their outreach had international partners. Helmut Schwarz of the Institute of Chemists ( 18 October 2006 Chemistry World)stated that Awards were a result of US Lobbying Efforts. Claims of corruption also appeared with one of jurors on AstraZenca Board, visits of commitee members to China.(21 Dec 2006 updated 19 June 2013 Forbes). Few would answer phone calls  early in the morning from unknown caller informing them of having won this insitutional ecognotion and was hard to be believed. The suspicion of previous communicatuion arose. Optimization of decision making for best possible choice or strategy in real world limits and constraints to maximize profits or efficiency had already lead to game theory models with sub optimal decisions and a dynamic game theory model could explain. In static games choices would happen all at once. Dynamic games would have sequential moves, changing environments with strategies adjusted on the basis of past actions.Subgame perfect equilibrium of looking ahead while reasoning backward  stochastic games wirh probabilistic transitions moving from one state to another based on current actions with a level of tolerance to uncertainty could be only a theoretical  attempt. Tolerance as the measured or manufactured value being allowed to change from a target value and still work correctly would create an acceptable range between a high limit and low limit, the margin of error and uncertainty. Manufactured uncertainity with a time lag as strategic delay tactic by artificially inflating doubt about scientific and causal evidence was an exploitation of natural time gap between action and observable harm. As humans coordinating social lives through norms, change in norms time lag uncertainty and time lag discounting needed to be considered. Human laws set the goals for human betterment and effected science by defining new criminalaties while intellectual property laws were supposed to protect novel ideas. Liabilities and compensations could be determined. In this context the behaviour of the concerned Academy and its role in the market had to be rexamined.Their views on Economics were very revealing.

Perfect competition to define a theoretical limit where resources were allocated perfaectly and no one could be made better off without making someone worse off( Pareto Optimality) would be a Status Quo Bias protecting the existing wealth distribution, privileges nor several Pareto Optimals could be ranked . The Social Cylcle theory with its circulation  of elites which was also discussed by Vilfredo Pareto in welfare economics terms and what was termed market efficiency was to be noted. Staus quoism as systems justification and social hierarchies giving an Illusion of Control would hardly be a rational choice. With its repression and denial it would hide objective flaws as there was very low tolerance to uncertainty.  The  negotiated settlement amongst elitists being mediated through the obdurate coterie was becoming a hysterical response. The psychic space was knotted and the symmetries around desire and there was psychological time whose perception could stretch or contract  compress as per attention, novelty and absorption before resolution. Annhiliation Anxiety and navigating threat perception for example of a book on mathematics having a chapter in Sanskrit or any other ancient language not of European origin would be xenoglossophobia which required clarifying fear as response to real external threat and anxiety as an anticpatory warning signal of repressed desires or internal danger. The fear of being excluded from a conversation as an unfamiliar language was being used brought cultural displacement, fear of exclusion and fear of the unknown. Status quo bias and desire for supremacy  would sustain systemic issues like racism and social hierarchies classism Pathologization of other views and their marginalization while creating a group identity would be carried out. To remove the status quo bias would require structural change and intentional reframing of how insitutions and society evaluate risks. While ideology would be with an ideal that fortified their self worth against idea logical which had no ideal in contrast to ideological with an ideal. Nirvana Fallacy with perfect solutions and comparing  actual things in system with unrealistic idealized alternatives would arise.

The Homo Economicus living in delusion world of the economic sphere expanding beyond psycho sphere and economic sphere would need more discussion. The mental phenomenon and a coherent value system acquiring an economic value which could be in term of use value ( utility or satisfaction) and exchange value ( resource use and accumulated labour) or time value or surplus value would view with monism or pluralism. From spatial networks or shapes with structural invariants abstract complex with physical constraints would generate values from topology.

As the dominant player in the market for institutional recognition failed to comprehend in 2024 Awards in the Scandinavian setup the real contributions to computer science for artificicial intelligence and cognitive science. There were criticsm of plagiarism and insufficient accredition in the works of those suddenly found fot for the recognition. One criticsm that drew specific attention was stated in terms of it being an attempt to justify astronomical expenses involved in AI development. Mr. John Hopfields recreating patterns in neural networks machine learning and Boltzmann Machine of Geoffery E Hinton about learning from data was projected as a discovery. Focus on Speculative  existential threats of AI was an alarmist approach of Mr.Hinton also faced attribution controversy. It was stated by one critic that their work should have been given the Turing Award given by Association for Computing Machinery. These criticsm would seriously dent the position of the concerned Academy in Sweden as it was pointed out that that the Nobel Prize Committe had no published code of ethics as Turing Award Committe particularly for plagiarism ( Dalle Molle Institute for Artificial Intelligence) physics inspired equilibrium neural networks such as Hopfield network or Boltzmann Machine apparently were not providing the rigorous mathematical framework or physics which the Academy tried to project. John Hopfield may have had a similar sounding name to Heinz Hopf the German Mathemstician who explained the Mathematical Diffrential topology in 1931. Differential topology focussed on invariants like number of holes, classifications of manifolds using Calculus on Manifolds to examine local smoothness giving rise to global topological properties which intersects in geometric analysis where differential operators and partial differential equation flows solve conjectures while determing that valid solutions to a partial differential equation existed

The loop mathematical physics of second order partial derivatives referring to the symmetry and commutativity of mixed partial detivatives forming a closed commutative loop as order of differentiation would not change the outcome with condition of mixed derivatives being equal for smooth functions,  backpropagation adjusting parameters in terms of optimization, energy minimization, the wave propagation and equilibrium, chain rule gradient decent was not explicitly clarified in these curated hugely notable works which were accused of plagiarism. How neural networks warp input feature soace to classify data or physical material shape deformations, deformation of data space across hidden layers in physics informed neural corrections which required computing topological defects and deformation invariants. The neural network topology could have a single layered perception or multilayered perception( such concepts had already entered imaging, computer vision and face recognition technologies). Recurrent neural networks or feed forward loops in multi layered perceptions, inputs would have economic primitives with an ouput layer of economic values and optimization instead of unconstrained data and in terms of non extensive  thermodynamics econophysics there could be market clearing layers whose metric would be defined by asset valuation, consumer demand or market equilibrium. Intersection of spallation physics( a nuclear reaction where high energy particles knock put protons and neutrons from a heavy residual neucleon of a targeted nucleus) and political economy was in the funding geopolitics and the socio rconomic distribution of big science research megaproject. Multi state national public funding with allocations competing with other public goods and long return on investment cycles there was some sort of global scientific prestige. Keeping science particularly  big science mega projects in the political agenda needed a governance plan and articulated business plan. To see the economic value in the project and staying invested in its success raised the question of science and distributive Justice with interplay of scientific and social progress. The exuberance of Forums like World Economic Forum to some theory of Innovations with retrospectivity and Quantum effects in Axisymmetric Technology of claimed most prestigious awards of 2025 from the same Academy in Sweden seemed not to comprehend big science projects and was totally ignorant about Asymmetric Technologies and Alien Neural Networks in deformational retract valuations although Hypothetical Technological Singularity without Alien Neural Network ideas had been around for a while. The scientific progress translating into benefit for society had to take into consideration the redistributive and transformative  power other Big Science Projects like Hypothetical  Technological Singularity or Hypothetical Warp Drive beyond current human capacity with high energy requirement, bubble instability and distinct energy signature, Alien Neural Networks would become fact following  fiction and the controversy around fictional fact and factual fiction in the information age with intertextuality which rewired human neural pathways. The hypothesis about the past with its uncertainties and possibilities of  alternative  futures with tolerance level to uncertainity was about how future was imagined, feared and desired. Science Fictionalism with space as the psyche and ELIZA Effect of projecting human traits to AI with its ability to only predict the next statistical word was unwarranted Hidden fantasies and the collective neurosis had ruins of ideology and ghosts of yesteryears haunting it. An Imaginary Past would be contrafactual with regret and reinterpretations based on third conditional of had known or would have done while  Imaginary Futures with open possibilities could be Hypothetical Based on anxiety, ambition and anticipation. Imaginary were made up and existing only in one’s mind while hypthetical were based on possible ideas and theories and what if scenarios. Imaginary past and Imaginary future revealed how the human mind would bend time and memory. Imaginary, Hallucinations and reality could be distinguished easily and a scenario with Hypothetical Technological Singularity and Imaginary Maitrey Corporation of the Space Buddha using time like seperating spatial distances where time differences dominated spatial distances  and space like  where spatial distances dominated time differences and light like or null where space and time differences in what was called Minkowski Space time  could easily be constructed to learn to Hallucinate with the Hypothetical Technological Singularity where reality was randomly  determined.

The Hypothetical Global State could be a Hegemonistic centralized political authority or large regional geographical unions or multipolar with strategic equilibrium via insitutional framework. Spallation of the Hypothetical Global State and the impact stress with scattering data field would be distinguishable from fissiporous tendency. Further analogy with spallation would be neutron efficiency discrepancy in predicting the neutron multiplication factor as compared to traditional criticality leading to complex theoretical variance  depending on fast compared to thermal neutron conditions and low energy efficiency yield compared to energy expenditure required to accelerate. First stripping the electrons in cyclotron resonance which had constant magnetic field and alternating electric field speeding up the oarticles in a spural path then its magnetic mutipole confinement, extraction of the proton beam with electrostatic grid thereafter accelerating the extracted in the synchrotron which had changing magnetic fields and fixed ring radius path, directing the high energy pulse into the nucleon which destabilizes it causing intra nuclear cascade freeing neutrons had to go further with anti proton confined in magnetic traps, protons being collided by flipping magnetic field polarities retuning synchronization  to formation of neutron droplets which required  superheated drop detectors( bubble detectors) being allowed to drip with psudo spin orbit splitting. Deformed neutrons in their compression can proceed further. Theoretical uncertainties increase due to sensitivities to energy density functionals and breakdown of limits nuclear stability. Lack of data  on boundaries of drip line and gamma insentitivity in left hand side of the stochastic equation along with pseudo spin orbit splitting increased uncertainties many more times. Information escape along side thermal radiation leaving remnants around space time gravitational  singularities with finite mass but nearly 0 size  where matter cannot exist as particles like neutron seperately as another step from the deformed neutrons stage  in extremely low temperatures inverse to the mass  as even light cannot cannot escape  could be combined to the holographic principle with asymptotically negatively curvature on the right side with hyperbolic geometry with saddle shapes, parallel lines diverging and triangles angles adding upto less than 180°and left side with positive curvature in geometrical continuity. The holographic universe the physical setup was of a 3D reality projected from from information encoded on a lower dimensional boundary with a blackholes maximum  information storage capacity ( entropy) scaled to the surface area and not to its internal volume, the thermal field dynamics of holographic universe quantum entanglement with limits in region should have had an imprint in the early cosmic microwave background. Primordial density perturbations and strongly coupled quark gluon plasma.With a flat universe at largest scale with a toroidal geometry with local flatness but a global topology like a 3D also working which was by itself a big science project. (There could be a capture of hypothetical assymetric dark matter inside the neutron star causing a collapse or loss of hydrodynamic stability inside the Neutron star, but the estimated mass of neutron had fixed at twice the solar mass and a bkack hole at roughly more than to 4.5 from 5-100 times the mass of the sun  the as stellar solar mass, beyond were intermediate mass 100-100,000and supermassive blackholes even further  but the observation in 2026 in Omega Century of a star with a dark companion and no glow and about 4.5 solar mass : “SpaceDaily 20  August 2026″around it raised questions). Entanglement entropy in terms of quantum information sharing scales with a surface boundary rather than internal volume would give a geometry of distances and volume of higher dimensional interior as a holographic principl. Use of electromagnetic field as blackholes in thermal equilibrium with a blackbody of positive temperature for finite fields could be an alternative. Big Science Projects had a social and epistemological concern due to over promised results and locked in agendas along with huge opportunity costs. Untestablity of string theories and multiverse with current human capabilities were the main arguments. The much touted on social media and mass media was a so called battle dubbed Black Hole War as some intellectual debate between these two persons Leonard Susskind and Stephen Hawkins was only about information paradox and whether information as measurable properties of anything  could be destroyed in the blackholes. Loss of information violating quantum mechanics and whether thermal radiation evaporates a blackhole. Whether the Anthropic Principle would work in large entropy configurations with strict area entropy bounds holding universally in all quantum gravity scenarios of the coherent light to capture the phase and amplitude base line as information about a 3D reality in the off axis geometry of tilting the reference plane spatial seperates real, virtial and unscattered light or was it in Infrared range and so called rigorous framework of what was called Anti de Sitter space appeared to be a name dropping to sound authoritative. The mind boggling increase in number of experts on mathematics and astrophysics screaming at the top of their voices from social media like Reddit, Linkedin, Quora with lessons on YouTube had a tint of  Digital Humour by Hypothetical Technical Singularity in its simulation with the hypothesis about the past. Metaphorical reality of Quantum Mirror of mixing light as different level of reality with photons of quantum which could a different level of reality using symmetry groups was possible to limited extent. The reference and analogy of spallation of a hypothetical global state where there could be demands of Digital Soveriegnty to political economy would be more about about rapid structural degradation under thermal stress. Data driven policy making in public administration, toxic political influence, ideological polarization and systemic corruption with its invisible contamination and cumulative exposure requiring specialized containment before system failure and mutating public trust. The idea of possible alternative futures with its tolerance level of uncertainity and capacity to endure ambiguity lacked psychological  closure without resorting to premature defense. The ability to exist in a state of uncertinity without frantically reaching out for logical fact and premature interpretation would be difficult.For standing out in space, a paranoid system around pathological uncertainty and demand for reassurance. Probability of a Theory of Everything  was a Theory of Saying Anything. Misaligned timelines due to  Information and cognitive overload and rushing in  before fully processing facts under external pressure could be taken advantage.

High Dimensional  dynamic stochastic economic model have to account for mental equilibrium of mainenace of homeostatsis despite internal and external stressors.Neuromodulators with an excitatory/ inhibitory balance with neurotransmiiters in frontostriaralthalmic circuit interacting with salience network monitoring internal body sensations and external stimuli may require physical intervention. Information extraction with if/then along with and/or rules would have decision tree induction  and learned features through representations it built.The ability to describe tangible imperfect markets and market instability in bounded rationality where brains physical architecture limits decision making with satisficing.

Mental disorders and brain disorders in social interactions with expected utility in embodied cognition behaviour adapted to pragmatic external environmental limits the role of symbolic representation and solutions correspond to recursive feed back process. The Experience Economy and Knowledge Economy had a close relationship, the neo colonial structure  was already a cause of stress in collapse of narratives. The Crusader Complex would be a delusional state with Eurocentrisms psychogeographical  projection where the crusader externally battled their own repressed psychological demons. Revisiting the legacy the Last Crusader to suppress schisms and heresies arising from critique of dogma, repentance demon of momentary irrstional glitches in dynamic game theory were supposed to be stabilize long term agreements triggering periods if repentance. The Demonic Creativity of creative destruction wascoverpowering. Metaphorical demons of economic theory as market efficiency,processing of information selectively in a thermodynamic system as a hypothetical being seperating hot fast molecules and cold slow molecules to decrease a systems entropy, irrationality with cognitive bias in decision making, dynamic game theory, a demonic entrepreneur accumulating immense power while consolidating monopolies and disrupting social fabric and the divine state of free market.

When cherished theories collapsef a cognitive dissonance occurred as deep seated assumptions collapsed. A complete mental collapse( nervous breakdown) due to prolonged stress and chronic overactivation  of the hypothalmic pituitary adrenal axis with amygdala perpetually triggered depleting neurotransmitters. It caused excitocity with high levels of cortisol, adrenaline causing stress, the role of glutamate excitation would cause excitocity. Brain Derived Neurotrophic factor  reducing dendrite growth and final damage to hippocamus involved with memory occured. The inability to cope with reality in an annhiliation anxiety and terror of being overwhelmed, the collapse could occur with collapse of the narrative of cultural superiority, Eurocentrism or that based on colour of skin  leading to identity confusion and its fragmentation. The limited perception of reality and feeling of being caught  between different world views was a consequence. Academies going under the control of coteries of small, intimate exclusive group of like minded individuals providing a controlled social environment elevating minor variations of a theoretical stance in what was called Narcissism of Small Differences became a major defining trait amongst the global elite.The group of ompetitive players amidst the global elite social and power structuresvwas the only source of dynamism inside the heavily guarded elite networks controlling the market for institutional recognition where insitutiinal finances were also dependdnt on such recognitions.

How information was crafted, distributed and weaponized to effect public perception and societal outcomes through the dominant players in the market for institutional recognition and building of scientific communities consensus around concepts and figures supposedly associated with them would attempt manipulting public and political discourse around the persons projected through elitist networks working with social capital. Gaining entry into the elite circle was itself depending on the negotiated settlement inside the global elite. Permitting new entrants only on the basis of Eurocentrism, colour of the skin or center periphery notions needed to be changed by these Academies distributing prizes, scholarship and funds. Voices of dissent inside their own guarded walls. Marginalization on the basis of such narrative of cultural and racial superiority or center periphery type relations also caused stress. Loss of neurocoherence would occur. Grieving for the framework and mourning for the loss of mental models and the world view to navigate reality would cause a catastrophic collapse as the illusion of stability was lost which required adaptation and a new narrative identity based on current realities rather than rigid expectations. Collapse of Economic Theories causing an intellectual crisis and Systemic Fatigue could not be ruled out. The Systemic Fatigue due to systems degradation under repeated stress, microeconomic failures accumulated leading to macroeconomic failures  requiring quantification of life time of the economic system. Economic Fatigue as a generalized state of exhaustion and disengament from prolonged financial stress, persistent inflation, stagnant wages or presuure to optimize financial resources at the micro level,  at macroeconomic level appeared in the form of a slowdown. Markets experiencing Economic Fatigue in turn effected growth rate. A Democratic Fatigue in the Business Model of Democracy would be seen in cynicsm of the citizens about institutional efficacy, declining trust and disengament from civic life. Collapse Theory would not deny the reality in other models like Integrand Information Model, High Order Thoughts Model, Free Energy Model or the Attention Model of the mind.

The inactive interaction with environmental affordance rules out free market perfect competion with unbounded rationality models as meaningless. Yet neural networks are also falliable. The mental state of disconnect from reality involving hallucinations or delusions in society was as big a problem due to causal link betwenn stress and poverty with a social drift there would also be burden of resource scarcity causing cognitive problems. Imagination differed from hallucinations in fundamental ways despite being generated by the brain in the absence of real world sensory stimuli. Difference would be in control and awareness with imagination involved a voluntary act with the knowing that mental image was a creation while hallucinations would be involuntary percieved as an external objective reality hence indistinguishable from reality.

Neo liberal versions of subjectivity and social democracy would argue about a market unconscious rather than emphasize the view through the lens of uncertainty and attempt to regain control of a collapsing present. The dependency needs and attachment needs and how the repressed internalize the socio economic conditions and social inclusion and exclusion. The maximally inclusionary democracy with an institutionalized individualism had to be put in a business model of democracy. Such a model would be focussed on citizens being treated merely as consumers and votes as commodities with hidden, unstated assumptions as market unconscious as politics was commodified. Civic deliberations were to be replaced by transactional metrics and consumer marketing. Considering alternative futures in a collapsing present the collapsing metric becomes evaluating success or performance using a single hyper focussed metric like money or web traffic which creates an illusion of growth. The collapsing manifold may be maintaining a uniform bound curvature or  secondly where the curvature is only bounded only from below for δ(n).

Environmental Economics integrating the planetary system with living organisms and the environment as ecoshere with Econosphere as the global economic system with a spherical metric using polar angle θ and azimuthal angle ψ as spherical coordindates of distance r and two angle. The local orthogonal vectors in the direction of the  x,y,z ars the unit vectors in rectangular coordinates. Weak sustainability( natural resources  could be substituted with human made capital)  condition making it Environmental Economics as distinct from Ecological Economics with strong sustainability( natural resources could not be substituted by human made capiral) considering the carrying capacity of the planet and violation of physical planetary boundaries. Non linear catastrophic climate changes could not be simply weather shifts. As weak sustainablity had to be considered in terms of supportivs capacity as well as assimilayive capacity analyzed as load bearing capacity in spherical coordinates with surface pressure and shear stress for the spherical domain. Their dynamic influence on each other’s flow field, drag, trajectories and wake shedding as in phase and out of phase in terms of killing vectors of rotational dynamics occur. The killing vector field with inner product of four velocity would yield a conserved quantity energy in static coordinates. The linear movement on axis parallel to z axis or anterior posterior axis as W axis . In dynamic coordinates  with killing vector fields their would be symmetry  breaking and global energy conservation may not hold. High quality energy would be irreversibily degraded and returned as residual waste in the environment. The entropic waste degrade the ecosystem reducing its capacity to absorb further waste. Circularity and sustainability involves the use of technological shift towards energy efficiency.Real physical values and realitie do not originate in a coordinate system as the coordinate system would itself be arbitrary. A monetary value being assigned to natural resources and costs of ecological degradation and pollution would not capture the complexity due to spherical roots and valuation cones requiring time horizon normalization. The doughnut shapes as an embedded finite system solution needed re-examination. The ecosphere being made dependent upon the broader social and  biophysical sphere and stochasticity with randomness affecting continous space or probability transitions on a sphere which would create a problem for resulting matrix maintaining valid probabilities. Use of quadratic roots could be an over-simplification in this context. In the stochastic equation the probability density functions of fluid state over time,  Energy balance of incoming solar radiation and outgoing thermal radiation to calculate average global temperature with external and thermal noise had to be used with fluid motion of both atmosphere and oceans moving on a rotating Sphere(planet) radial r ( radial velocity, stretching and pressure graduents) polar θ and azimuthal φ just as fluid motion of two mediums in spherical coordinates with boundary conditions at the interface as continous velocity and normal stress balance with surface tension across the boundary for random behaviour. With stochastic differential equations with random noise to model turbulence or thermal fluctuations showing temperature, ice volume on a rotating planet. The continuity equation of mass conservation for compressible and incompressible flow and momentum equation found physical applicability in physical atmospheric sciences.

As many natural resources like air would  be having no market price, techniques like contingent value or hedonic value were being used. Use of GDP as a metric would be flawed just as complete substitutability of natural resource as capital with human made capital.Valid functions substitution in spherical harmonic with non singularities at the poles and periodicity along azimuthal of order m while limits to direct substitutes in quadratic introduces fractional substitution.  Climate control by minimizing the cost function and desired temperature optimizming temperature humidity and air quality using terra designing and atmospheric sciences. The proportional integral derivative control in a stochastic equation seeking energy balance dE(t) within a system subject to random fluctations  preventing temperature, humidity, air presuure and pollutants from oscillating around a target temperature and pressure in an energy balance equation and flow of heat seeking thermal equilibrium on rsdiation, convection and conduction along with atmospheric pressure control Ecological Environmental Economics around goal of sustainability. The economy to be treated as a smaller subset of the planetary ecosystem bound by biophysical limits and ideas of sustainability rather with extended neural network than the prevailing view which was anthropocentric based on human preferences and monetary value. Treating environment as part of the economy with foundational views from neo classical economics. Logical paradoxes would follow due to imbalance of priorities and technocentric views with futuristic carbon capture and geoengineering. As sustainability would have different meanings across political, economic and ecological spheres without consensus parameter( redundancy theorem) for optimization in random systems. The redundancy group in a logical cluster. In high availability  logical clusters needed to be broken down into multiple groups. In optimization the growing redundancy groups with metric based on availability and load balancing in dynamic expansion would be used as constrained optimization for maximization of objective function and minimization of costs of ecological degradation. Problem would increase when the socio economic setup sustainability of the system would start implying preservation of the elite as the costs were to be passed on to the poor, working class and vulnerable. In any case the fallacy of economic growth models with hyper rationality which treated infinite material expansion as possible on a finite planet with finite resources, technological change could not be simple input even with innovations were shaped by insitutional failure.

A common value  from biological mechanism and information from neuroeconomics had led to classical principal of hedonism utilizing distinct neural circuits for liking ( experiencing pleasure) and wanting( motivational).A hedonic interface with affective anticipation having  developed into inferential hedonism as well as a distinct reinforcement hedonism led to a further development of hedonistic utilitarianism. Marginalism( marginal stability ) in complex energy landscape unlike classical minimum where all paths require an input of energy to escape the marginally stable minimum has 0 energy modes which can deformation or diffuse along flat coordinates. A derivative represents a rate of change while diffrential an actual( a physical change rather than rate) infinitesimal change in variable making derivative a ratio between two differentials or a rate of rate of change which would have to be redefined as near to neighbourhood approach with behavior of functions around a point. Avoiding name dropping to signal a need for belonging, signalling a status with borrowed authority to regulate fragile self esteem and feeling of inadquacy rampant in the use of mathematics as such using mathematics in economics suffered from the same problem. The economic  setting had dy/ dx=0 as the maximally or minimal opimal points where the curve is flat. This would become the idea of utility maximization. The second order derivative d²y/dx² determines if the point would be maximum if negative or minimum if positive. In the optimization techniques using the gradient of descent and ascent in terms of second partial derivatives inna square matrix when constrined by 0 of degree m with poles of order m and 0 of degree n with pole of  order m in m×m block of 0’s with m border rows at the top and m border columns at the left for a consrained optimization∇∇ or ∇² divergence of the gradient for a scalar function  fondly called Hessian matrix and in terms of several complex variables as 2n×2n matrix which could also be stated in terms of  equilibrium states and potentials found extensive use. Non extensive thermodynamics of Econophysics ( both quasi static built around equilibtiun )and dynamic with fluidity and extedended neural network of Neuroecomics came together in the model. While in non extensive thermodynamics econophysics something happens. A reverse causality occurs with economic growth shaping insitutions in negotiations over time as thermal time for arrow of time as in physics would not involved with entanglement and superpositions rather than a linear progression of time. To assume that there would be a  barrier to retrocaulsaity with only institutions shaping and effecting economic growth would be misconcieved in this context even if it was to shown with reference to historical data with some hypothesis  about the past. Controlled noise which would likely lead to deterministic chaos would be an ideal rather than free market and perfect competion os some context.

The  Obscurantism to hinder knowledge and spread of information was purposefully adopted to prevent inquiry and mantain power.Infinite possibilities but finite probabilities existing, if the results were within acceptable limits was ridden with jargon creating elitism. Convoluted Obfuscation could be a tool for protecting Intellectual Property or malaware evasion particularly for algorithm. Cyber criminals using the same methods to hide malacious payloads and bypass anti virus. So when so called media heavy weight ( Times of India 1990 on Methodological Frame of the Fied) thought that by insisting that it should have been Ideological Science with its ideal and ideol/ idol rather than Idealogical Science and was a covoluted obfuscation under the belief of assumed self expertise in linguistics and command over spelling errors, there was no insight about the coming of AI and algorithm protection and how new terms were to be coined. Cultural hegemony and linguistic imperialism of the west mindset there was an internalized a bias that  privileged western knowledge structure as the sole legitimate source of linguistic and conceptual innovation. The arrival of Artificial Intelligence which had its own linguistic framework, Digital Nirvana and Nirvana Fallacies there were new Mahrishis like Mahrishi Grok( from company owned by Elon Musk).

When neo colonial insitutions were proposing  environmental  economics of greenwashing amd purpisefully using putdated and flawed metrics on global poverty the criticsm was suppressed. Concentration of economic power and academic influence within select group of individuals who were well connected led to a widening inequality .The order of knowledge, its production, forms and dissemination has zones of scientification in transformation of information to knowledge. Systemization of scalable explicit knowledge  into new complex structured forms and value capture by its monetization, the value delivery channels has led to the emergence of a knowledge economy. The setup had its own distortion with focus on volume of information as monetization  of knowledge occured. The Knowledge Product was being marketed mainly as curated or experience perspective. The Knowledge Market as a dynamic exchange system for intellectual capital, distributing knowledge resources, mobilizing and sharing information, knowledge organizations advisory services were coming up. Several foreign universities were emerging as stakeholders through endowment investments and  institutional investments snd fominating the market for higher education with students seeking validation of their acquired knowledge particularly by travelling and studying in these Western Countries. Predatory journals and systemic failures in free labour loop and publish or perish system along with subscription fee had created a highly exploitative environment. Paying to get published either with up front processing fee or to get published in subscription based journals providing a fictional prestige through peer review as an idealized authority had an Imposter Syndrome and a feeling of inadequacy. Anonymity of the reviewer could cause paranoia, intellectialization and rationalization. Difference between Ontology and Deontology was blurred as the body of knowledge grew. Major journals particularly peer reviewed journals faced serious allegations of misconduct and thousands of published papers had to be retracted by Heliyon, Elsevier even in 2026 carrying notices about citation stacking, reference issues authorship changes, ethical approvals, googlization with Google Scholar Search Programmes and Stub Wikipedia Pages. The dark side of Wikipedia as its controversial international  underworld, revenge editing, paid advocacy where undisclosed paid editors manipulate articles for profit, editors utilizing pseudonyms accusing accusing  other contributors of astroturfing with motivated group manufacturing the illusion of organic grassroots consensus, altering page histories, editors claiming to be algorithm writers even claiming to be mathematics professors to reverse engineer platforms who appear to be content and SEO optimizers amounts to unethical use of AI. Tangible product of research as scholarly output such journal articles, books, conference papers and data sets to advance knowledge being used to evaluate academic performance and validation/ replication, increasing public awareness had brought in citation metrics and visibility. Institutions were being ranked on the basis of scholarly output. An oligopoly of Elsevier, Springer, Nature, Wiley, SAGE and Taylor & Francis was controlling the extremely lucrative expanding market but AI crawlers challenged even  the Open Access Model where authors or institutions pay to publish. Even the transition to Open Access Model from traditional subscription based models was failing. Digital platforms were very susceptible to manipulation and search engines Google Scholar Search wwre exposed about 15( around 2011) years back when researchers created a fake personal Ike Antkare who became one of the most cited scientists ever on Google Scholar. Its long standing vulnerability to citation boosting services as well as existence of citation cartels. Wikipedia page creation and maintainence service providers were too common and notability creation through third party source completely failes in creating quality content. AI seened to threaten the manipulation. Value proposition as a measurable benefit and strong value proposition maximizes consumer surplus considered as energy transformation value turns consumers into active participants selling excessive power back from passive energy consumers.

Treating economic value as energy transformation  where market power was the rate of exchange or power driven by consumer economic potential and motivation prima facie appeared unrealistic posing a problem for Econophysics as a stand alone discipline. Structuring concept of utility and value with metaphors on energy physics,  as potential energy fields with system seeking lowest potential energy state and networked enegy landscape marking a shift from model of resource scarcity to  learning curve model had its own critics.The  Alienation acting as a warp in social fabric where knowledge  was a product and had a  value capture leading to forced activity along belief which also warped social relationships. The process of folding leading to the economic warp itself could cause a fragmentation in post modernism.

The progression from irrational geometry of incommensurable lengths to rational geometry of quadrance and spread of metrical geometry  to flexible geometry of shape change exploring dynamic properties. geometry  of knowledge leads to pattern theory and how lnowledge is processed and interpreted. Logical arguments with deductive reasoning lead to mathematics such that geometry became a subset of mathmatics and geometric concepts are generalized to find a fundamental application in mathematics. Geometric  hypothesis as a method of inquiry fond it’s way in statistical hypothesis testing.Testing a hypothesis set in a stage for rejecting or accepting the hypothesis within a certain confidence range gave  a statistical mechanics, the null hypothesis( which is claimed as to not to exist) had a different meaning from null fluctuations of classical mechanics but lead to modifications as scientific evidence was gathered. Perpenducular relations in logic were symmetric but not reflexive and transitive. Perpendicularity translated to orthogonality. Two vectors being perpendicular  their dot product would be 0 and cross product at maximum. Putting them in a coordinate reference frame with an arbitrary origin with octant placement then vectors in  opposite direction  changes its orientation but not magnitude. Vectors were decomposed into x, y, z components and scalars had no spatial orientation and were unaffected by rotations or coordinate system, in scalar of statistical mechanics,( in statistics if two regression lines on a scatter plot were to be perpendicular then there was no correlation between variables being realized)  temperature, pressure, volume, mass were scalars used to define the state of a system in phase space. Topological vector space where closeness and continuity could be defined core vector operations like addition and scalar multiplication could be done with continous functions.  Doubts about point hypothesis with exact perimeter value  μ = 100 ℅ with probability 1 raised doubts and that with 0 value just seemed to be too easy. A caricature of intelligence in constitution of normal, subnormal, abnormal, supernormal mind as a manifestation seen in the background of evolution of the brain has been center stage for long. As well, looking for meaning when it is not there has been a serious concern in philosophy. Dual aspirations of seeking internal well being and extrinsic social prestige and dominance with power with negative psychological effects in a cognitive framework is both impulsive as well as reflective. The act of ignoring involving power and dominance and that of that of those ignored in self doubt and isolation in human connections within the society was found. The philosophy of social relationship and mans relationship with nature is also an issue.

Social Reality and the ordering and classes, the shape and structure of political structure and governance with capacity to use force and degree of participation in the political process, the underlying economic relation and forces made use of the notion of order, degree and class. Choice overload,deviations from rational choice,repression and consumption for self actualization had been discussed far too often to develop an economic reality. Social reality had been discussed often and tendency of the social and political system towards disorder, polarization and inefficiency over time as the system would be  loosing structures in accumulation of insitutional failures.Political parties, institutions become unresponsive to needs and are unable to adopt to crisis.Conversion of political energy into stable governance, misallocation of social wealth and resources and declining trust in thermodynamics of governance in terms energy input and entropy. Entropy as a measure of choice availability has information gain influence entropy. The amount of choice available in a system modelled with maximum uncertainty under given constraints when all choices are equally likely it is maximum entropy in unform distribution. Concenterated distribution would have low entropy. With contextual senstivity a social choice function had to be opitimized with minimal entropy decision making.First order optimization would in term of gradient descent while second order optimization in terms of curvature. Constitutionlism should prevent arbitrary and absolute rule in limitations imposed by a Consitution and control political entropy or tendency towards disorder, power concentration and decay in a dynamic equilibrium. False premises  and irrational  economic beliefs in the models with money and price illusion cause a delusion in a distorted perception of reality. Assumption of fading economic memory where distant economic events matter less shaping investments and consumption where memory is selective and biased affecting asset pricing and macro outcomes a memory illusion and illusion of control which follows shows an intolerance to uncertainity particularly assymetric uncertainity.

What exactly physical reality was, could always be debated, an idea arose that matter extended in space and the mind extended in time. There was the desire for physical transcendence and control of sensory experiences.  The differences between the extension seemed to question the space time continuum. Vector spaces,  scalar, fields and three point function categories, the structure of operations, the substructures are closed under all operations to describe reality to which motion is fundamental in physicalism is not complete in all respects. Entities independent of the mind seemed to contradict positing what is mental is physical and vice versa. Whether information lacked physical properties like mass or had mass when thermodynamics was introduced lead to differing stance. Characterization through relationship which were independent of the physical as well as mental so as to avoid attribute dualism, some sort of objective reality was problematic. Morbidity and rationalizing eternity, bipolar disorder, the indifferent universe, perceived reality has spawned a lot of literature. In some others there is there is anthropic view with fundamental constants necessary to support life. , Without anthropomorphizing the behaviour of animal lifeforms and considering the mutant an evolved violent  brute in evolutionary continuity, neurobiology of learning and memory can be developed.

Ecosystem with biotic and abiotic factors, nutrient cycle and energy flow shows the non intuitive interdependence between the parts with entropy and non extensive thermodynamics of Econophysics.Temporal duration in economic modelling used both contionous and discrete time methods. Intertemporal choice and time preferences with temporal discounting and stability need to be considered accordingly. Models used convex functions where local minima and global minima were same or convex functions to model utility, indifferences, preferences, production possibilities etc. Dynamic general equilibrium in conservative as well as non conservative field having erratic fliws would have problems with continous trading based on price trends which would have to look at preferences as agents could not be treated as merely price takers and preferences being rational ( complete and transitive) with reflexivity. More would be preferred to less in montonicity and standardizing aggregate preferences problem is glaring. Aggregates (averages, distinct metrics, counts) do not simply add up as individual data points as they represent summarized data. Groups of data with differing number of items and differing averages simple average of averages would be different from true averages.Recalculation from raw data becomes necessary to avoid loss of conextuality.

Static effects in a dynamic system could lead to inaccurate predictions A static like deformation coexists in dynamic systems and static load define equilibrium around which oscillations occured and had a dynamic response and transitions with asymmetric, non linear dynamic solution.Perpendicularity of vector, lines or planes intersecting at 90° angle indicates an independent  phenomenon and as a force applied to duection of motion changes direction of motion and not its speed or as perpenicular to velocity causes circular or helical motion. In scientific and mathematical graphs with two lines intersecting forming perfect corners like L or T and product of their gradients is -1. The independent variable ( cause or factor being controlled time or distance) is placed  on horizontal axis, while the dependent variable ( effect or result being measured( on vertical axis. In scatter plots if neither variable clearly influenced the other it could go on either axis.

In Classical and Neo classical economics (relying  on marginalism and its unrealistic assumtotins)it would on the contrary be like in Supply/Demand where price which would be primarily static taken on vertical axis and quantity on horizontal. Unrealistic homogenity of capital,  perfect information and unlimited computational ability were problematic. Dual metrics of feasibility and satisficity  had to have acceptability with time value of money and risk and different assumptions of  probability as apriori, frequentist or subjective degree of belief with senstivity analysis to be done.Comparitive statics of two different equilibrium  states while dynamic systems  had price evolution. Static price shocks in a dynamical system was unlike a dynamic shock which would be continous or repeating. A vector as arising from variables such as quantities of different goods or various prices, a consumption vector x =(x₁,x₂,..xₙ) , production vector from input and ouput vectors and a price vector p=(p₁,p₂…pₙ). Aggregate consumption vector equals the production vector  as L dimensional vectors for p* market  clearing where L dimensional  vector is an ordered sequence where vector represented as a row or column can be used to perform algebraic operations so long as both vectors share the same number of dimensions.

Ignoring debates veering around valuation of capital, returns to scale and aggregation problem arising due to high level of abstraction in economic model building, topics like hetrogenous capital being treated as a single capital good and economic growth, continously attained equilibrium without intervention. The list of criticism was long. Velocity of money took on a role and a circular flow would be setup. Financial intermediation and filing the gap between savers( those with surplus funds) and borrowers( those with defecit of funds) in the economy, Banks collecting deposits and lending played an important role in the economy. The profits of the banks arising in the interest spread as a ratio of that paid to the depositor and that collected from the borrower, they absorbed risk through liquidity transformation  by turning short term deposits into long term loans while credit creation through fractional reserve banking exerted a force. The gap between immediate liquidity and ( cash) and deferred value (assets) would represent potential energy ( stored economic energy). Wide gap would cause higher physical tension. The difference in potential of those with excess capital( depisitors) and those with defecit of capital( borrowers) creating a voltage through liquidity transformation  as energy would flow from high potential to low potentiality. Funds and banks mitigating the drag using liquidity buffers or high liquidity assets to ease the flow. The time and market spread to liquidate an asset would  act like a physical viscosity as demand units attach themselves with stickiness to the currency. Viscous flow, flow rate and continuity and behaviour  under stress changes the velocity. Fear or volatility exceeding a feedback threshold market liquidity would undergo a second order phase transition to gaseous state by evaporation or chaotic state of liquidity crisis as markets were to be considered ar the edge of instability. Energy flow operators and how energy were to be distributed across different angles, energy flow to the angular distribution and energy flux, data about banking ecomics analyzed as energy flow networks and deep sets of the neural networks the machine learning architecture would be considered.

Analogies from high energy physics could offer insights. Scattering could be elastic (no change in internal energy) or inelastic(excited states). The rearrangement of points necessary to convert econophysics graphs to classical economics graphs require elasticities of supply and demand ti be considered for Perspective Warp of realignment of horizontal cylinder which is to be rotated and warped so that it aligns with vertical in a weaving structure twisted together or a disc which  is tilted and warped so that outer regions are shifted vertically as a distorted reality is weaved in terms of longitudinal while weft is latitudinal in spatial warps. The pairing could be weak or strong. Thermodynamic axes defining the state of the system with pressure, volume, temperature, entropy where pressure is on y axis and volume on x axis representation for temperature entropy has temperature on y axis and entropy on x axis but for phase it is pressure on y axis and temperature on x axis. Change in horizontal x axis from temperature entropy to phase diagram brings out the intricacy of what is put on the horizontal and what on vertical in represntation. The chaos bifurcation subsumed in these represntations in continous time dynamic models of economics and emergence of strange attractors was a shift from classical and non classical economics built around stability. Abrupt end to distributivity and cessation, termination points in chaos particularly relativistic chaos which has coordinate invariance in the geometrical continuity and non commutative geometry  around the vertical of associativity has a kink in β resonance causing structural breakdowns. Rescaling the representative agent as a scale model for the whole society for mathematical manipulation the oscillatory mode of consumption, investment and emoyment at micro and macro levels had to be taken.

The market was the locus of impersonal  exchange, disequilibrium model with weakening and strengthening of causality relations was noticed.Non linear supply function suggested parameteric fluctuations in the economic models.Many possible  behaviours were available  due to the attractor. Relative price are closely related to relativistic chaos effects. Due changes in price of one good or service to others alter consumer behaviour, supply and respurce allocation.Higher rewards increasing intensity of activity as shifts in costs and demand drive market adjustments.

Market catstrophes causing economic discontinuities where continous change in one variable causes a sudden alteration in another, the equilibrium price fails to stabilize causing economic downturns with supply and demand shocks. Price shocks and adjustments in a dynamic system are major part of analysis. This raised the question whether supply demand theory of the neo classical model can stop making sense particularly when government intervention or imperfect  competition was distorting the market?

The semantics of economics in conceptual framework and terminology to reduce ambiguity, disambiguation of variables in terms of uniquely defined data was done contextually when variables are random. Complexity theory subscribed to emergence of stable behavior or simple local interactions lead to complex patterns. Non linearity, self organization and senstivity to initial conditions are the key concepts.The parameters are kept constant within a specific problem context (as Φ,ø, θ,⊝,0,O).The methodology of  inductive reasoning  with data is in an iterative process of grouding the theory of prices to which theoretical saturation requires concieved and percieved prices from refrence and inference schedules. The conclusion of the argument is at best a degree of probability in the likelihood spectrum. Graphing  Inequalities for  ≠ in the perpendicular scenario as excess demand / excess supply of market disequilibrium where the area between  the supply curve and demand curve represent feasible market regions is to be reexamined. Effective demand is the point where aggregate demand equals aggregate supply determing actual output and employment. Then excess demand occurs when aggregate demand exceeds aggregate supply at full employment creating an inflationary gap.The perpendicular scenario involves perpendicular bisectors acting as boundaries, triangle inequalities and other distance based geometric constraints follow specific inequality rules (<,>) or (≤,≥) , any point on one side is closer to one endpoint than another. Linear inequalities are expressions with variables of degree. Rotating the graph leads to conoids, helicoids and cylinderoids forming in differential geometry where all generating lines remain parallel to a reference plane( directrix plane :Eugene  Charles Catlan). These surfaces require a conjecture about solution of equations in natural numbers proved using cyclotomic fields of algebra or n gon using ℚ(ζₙ) . Hyperbolic paraboloids with cycloid geodesic are assumed to be higher economic efficiency structure. Modifications  to the catastrophe theory of warping in Manifold with the abovementioned surface being randomly generated and genus surface holes plugged  by surreal ) in terms of energy landscape. Double beta decay and double cusp collapse  with gradient towards the asymptote  or away from it makes it an oscillating gardient with either diffusion frequencies or pulsed field gradient with a market pulse which gives a market catastrophe theory based on resonances( akin to magnetic resonances and spin echo). Economic growth theory for meeting human desires with growing wants with sustained long term increase in per capita output emphasizes technological innovation, capital accumulation. The  bounded growth of derivative geometry of  open M manifold( of entanglement  growth)of dimension m with finite multiple ends which has vertical branching laterally and there are volume growth functions for homogenized coordinates around M in economic sphere. As transformations are permitted for extra points giving a local product space with generalized cost functions 𝔏(ζ,θ|X). Structural shifts become necessary with human capital innovation whilev knowledge is as limitless asset dissemination unlike finite resources. A plane of symmetry σ has to be decided as σᵥ, σₕ, σᵨ for θₖ.

The Economic Stability in the dynamic evolving space as region of stability  around the stability axis of monetary policy ( for price stability and controlling velocity of money, interest rate)and fiscal policy ( taxation) as an intermediate reference frame with directional stability on vertical axis σᵥ giving ideal interactions( symmetry shows structural stability as symmetry ensures balanced lower energy configurations) has kinematic problem as νₖ and has sudden shifts due to external shocks of geopolitics. This called for structural reforms. Structural shifts had to be organic changes in economy’s composition as shift from agricultural dominance due to innovation, global trends or natural resource constraints while structural reformation was to be from targeted policies like removing inefficiencies with liberalization and reform in labour laws. Economics of symmetries in spatial configurations F whose rotation and reflection give a group of symmetry and similarities  now had to examine  translation, with repetitive invariances and folding of symmetries as in diminishing marginal utilities. An idealized  self regulating markets model along with information symmetry and conserved quantities along optimal paths for stable economic growth and general equilibrium conditions is in contrast to evolution of world economy which would be symmetry breaking with assymetric shocks.

The ideal state in economics of an optimized system with stability, balanced equitable distribution with resource production in free market innovation and robust social safety  Question arose whether GDP could increase perpetually in pursuit of profits?.Poulation dynamics in the ecosystem in the biological interactions with biodiversity eas crucial. At the beginning of the19th century Christian era total world human population crossed threshold of 1 billion people for the first time in history of homospaiens. Peaked in the 20 th Century and by 2010 reached 7 billion having exponential explanations of human population. Demographic changes( statistical charactetestics like age, income, family size, education and personal belief systems in human population also occurred. It was not equally distributed across the Globe. In early phases it was of moderate intensity in Europe and Americs between 1750 and 1950 then onwards a very intensive population explosion started in Asia, Latin America and Africa. By 2010 about 60% of the population lived in Asia. Global Income inequality also increased amidst the Demographic transition. To avoid pitfalls of building a static model of population economics the notions of vectors, idealized general equilibrium without discounting innovation and technological advancements boosting resource use and market efficiency, resource allocation and redistribution, political structure needed consideration. Regional political instability would disrupt the interconnected balance of an entire economic system as regional conflicts change prices, shift capital and labour as policies were to be altered and sub national policy making had to be resorted to in a multi level system, thus, prevented markets from clearing and pushed a broader geographic area into sub optimal equilibrium. Supply chain disruption and trade disruption leading to persitent imbalances and depressed growth Population momentum ( vector quantity) and without a change in speed a change in direction momentum vector would change. Demographic inertia to be considered where the population momentum drives growth but consumption relative to production would be stressed. Demographic transition could not be treated as smooth transition from high to low birth rates and death rates, mortality rates and fertility rates. The demographic transition in terms of mortalitg rate and fertility rate along with effectsc of migration had a second demographic transition in terms of shifts in family formation and reproductive behaviour with diverse living arrangements outside marriage and shift towards individual self actualization starting in 1960’s-70’s and started showing similar symptoms elsewhere to a limited extent. Higher rates of divorce, decline of marriage and growth of single person households. Islam permitted polygamy under some restrictions. Change in family size and average age of the population also had economic effects. Utilitarian economics and welfare economics based on happiness aggregation could have mutually contradictory results ( something like what some Indian critics called population jihad where maximizing population size of a particular community even if individual quality of life drops to a barely tolerable level. The dubious promises of Sharia Law making it life still trouble). Socio political crises, varying cultural norms and unequal access to health facilities and education causing inequalities, population drift and changing demographic profiles across regions had to be considered a powerful economic driver. Expanded workforce in recieving regions with immigration temporarily straining infrastructure had been recorded. A Demographic dividend could arise under certain circumstances where demographic stagnation due to population aging and dwindling working age base resulting economic divide was a serious issue. Econophysics and angular momentum describing rotational, directional, twisting of economic cycles,  capital flows and price trends effect wealth distribution debt ratio and currency circulation. The torque analogy with market inertia being high ( market capitalization and volume as in financial economics) force would be required.

The Warped Reality of Economics from failed assumptions of economic models with perfectly rational selfish actors and some sort of Casiono economy where gambling is undertaken under uncertainity, the mismatch of perceptions and structural distortions are noticed. The Schizophrenic mathematical economics detached from reality to justify Capitalism or Hetrodoxical economics with a delusional content having lead to psychosis in the society and ignoring the challenge to orthodox views or standard views  with alternative views. The meaningful symbols in the psychosis of society to resolve internal psychic conflict could not be just a broken chain of chemistry required psychiatric help to entire academies etc. involved in system of institutional recognition.

The distorted reality of economics relied upon a process addiction where out of control relationship with accumulating wealth,  a sense of euphoria with money created mental health issues. The Money Illusion and Productivity Illusion in Infinite Growth on a planet with finite natural resources had no anchor to reality.Economic fatigue leading to loss of consumer confidence and spending, general reduction in productivity or consitent inflationary pressure leading to a feeling that small savings are irrelevant or fall in decision quality regarding finances become noticeable. Most modern economes were hybrid economies and not purely market driven.The alienation discussed in Marxian theory was a statement  on the warped reality of economics philosophically. Vulnerabilities, fluctuations, and resilience of the system with cascading failures in the multi layered complex system were essential. Warp Economics had generally been formulated in preference theory with warp condition as weak axiom of revealed preference particularly when consumers are not merely utility maximizers. Much had been said on convexity of preferences in isoperimetric surfaces when there was utility maximization. More confusion followed with Leon Walras type by Tatonnement( French for groping or trial and error) iterative process continuing until a price is found where market clears in a model with fictitious auctioneer. No actual exchange or  trading takes place until the final equilibrium price us found particularly in general equilibrium model. Trading in out of equilibrium  model’s  with path dependency and stochastic stability given continous trading would be more realistic. Use of time warped functional data in convex combination and existence of warped product manifolds with space of curvature, the paired manifolds or M with a pair of closed 2 form (ω,η) of constant ranks where ω²ᵏ∧η²⁽ⁿ⁻ᵏ⁾ was one of the methods. Extended neuroeconomics has neuro fuzzy power stabilizers which fitted ellipses in quadruture  of intelligence which were behind decision making handling limited resources in competitive cooperation. Social neuroscience refereed to natural frequencies and the intrinsic preferred oscillatory rythms at which specific brain networks operated. When individuals engaged socially these internal brain rythms would align or resonate across people. Degrees to which brain frequencies synchronized netween individuals showed a correlation with shared attention, communicated and bonded in biological footprint of joint action and mutual prediction. Normed space assigned a length( norm) to every vector associating it with rules of vector addition and scaling along with topology as distances and convergence.Topological global economics and fixed point theorems that showed that under certain conditions of continuity a state of equilibrium as general equilibrium would arise.

A Psychophysics built around signal detection and ability to differentiate between information bearing patterns( stimulus) and random information ( noise) behind the stimuli and random activity, an observation with its posterior probabilities could be guided by hypothesis about a priori using π₁/π₂ along with assumptions about ideal observers and determining parameters describing underlying physical setting  of estimates with probability density and probability mass functions. Warped perception and self constructed delusions due to flawed estimators can be aggravated by the technological warp where time series alignment is distorted causing incorrect conclusions about functional connectivity. Mass delusion due to information warfare and media promotion took it toll. Non extensive thermodynamics of Econophysics of Warp Economics had to rewritten in terms of Human Rights Economics and Extended Neural Networks Neuroeconomics. Mechanistic and animalistic dehumanization in lived experience due to economic deprivation and structural exploitation with sytematic neglect, exclusion leading to scarcity mindset had been noticed. Focus on community violence reduction with economic alternatives to violence and a reintegration funding the Business Model of Democracy had its Business model of war as well as Disarmament and Peace. The political goal of reducing weapon stockpiles into actionable projects in a model of humanitarian action, compliance and security enhancement, international security needs. Peace Dividend from models of disarmament process  related to stability, sustainable development and international security  are easily computable. Arguments are made about human nature as being driven by power and purpose often leads to conflict and makes peace a temporary psychological reassurance.  Creating an illusion of peace, facade of peace or sham peace amidst geopolitical  tensions can also cause market transformations where facade is a high performance product. The approach to inner equilibrium of a national economy and its approach to outer equilibrium have to be considered.

From random foraging to  a predator- prey interrelation in behavioral evolution hypothesis needs to be reconsidered. Similarity in cognitive processes in network theory of percolation and dissimilarities in living systems in the environmental background, behavioural changes in response to stimulus, motivation, attitude as comparative psychology become a part of ethology. Ethos of status and authority, logos of reason and pathos of appeal to emotions in rhetoric appeal also has a victim of oppression on consciously intended systems. Political economics had enthusiastic advocates. Victims of manipulation and abuse get a feeling of helplessness, hopelessness and lack of control. Human Rights were mainly focussed on state’s responsibility overlooking actions of non state actors while ignoring elitism and marginalization. Power dynamics being absent even findings of cultural  relativism came to be ovelooked. Cultural economics showed the intricate relationship between culture and economic outcomes when analyzing influence of shared beliefs, preferences, cultural expressions influencing economic behaviour and outcomes and vice versa. The reticular bonding of socal chemistry with social entanglement in institutional structure in crystallization would lead to a problem of institutional flexibility. The end of cultural dominance and notions of cultural superiority during period of colonization which had seeped into the neo colonial system after decolonization did not have an abrupt end. Eurocentrism was a form of racism where Eurooean culture, values and history was treated as Universal Standard. Decolonizing knowledge with Eurocentric views centering western perpectives and academic contributions with alternative perspectives and dismantling privileges granted through Eurocentric views could increase value creation substantially. Human Rights became a new tool of Western Dominance hiding neo colonial interests in judging non western societies. The question whether human rights exist independent  of human endeavour and they are created by human action was still debated.

The United Nations Declaration of Human Rights as a declaration in utilitarianism  which was imposed on rest of the world in a non inclusive process by the victorious powers in the Second World War as a price for being part of United Nations. It offered little to future generations except an ambigous peace dividend  amidst lectures in morality and superiority  of western liberalism. As some critics put it power is never given to the people by choice. In the Theater of the Absurd the dialogue between the anthropological mutant and hypothetical homo economicus about catastrophes continued. Distortion of reality and perception became the central issue.

A geometry of human rights with Rights organized along different planes built around three dimensions of liberty(civil and political rights), equality( economic, social and political), fraternity ( collective and group rights) had fraternity with a people centered metric. Core rights or basic rights would act as a foundation for secure transactions and would spur investment. Freedom rights  would ensure stability reducing economic volatility and elite capture over time. While social rights would cause growth human capital and increase productivity. Developing liberty, equality and fraternity in the Business Model of Democracy into  first generation human rights essentially as liberty and participation in political life and the right to Due Process of law to negatively protect the individual from excesses of the state, then equality as a second generation right which were economic, social and cultural rights imposing a duty on the state to take posittive affirmative action, the third generation rights were collective rights to environment, intergeneratiinal equity and access to natural resources. The conflict of rights and duties in second and third generation rights had to be resolved in the Business Model of Democracy in terms of goals and power dynamics which would render free market idealizations meaningless. The fourth generation rights arising from technological development, cyberspace,  information and communication technologies as digital self determination, digital security, access to own digital datal with a seperation of private and public domain marked arrival of the digital age. Vandalizing public space data, data poisoning and manipulation of data and exercusing control over information were challenging. These notions were challenged by so called liberal states as Denmark with it’s forced contraception of native Inuit women and girls some as young as 12 of Greenland from 1960- through 1991 by Danish health authorities in a systematic birth control campaign. In 2025 the Danish Prime Minister Mette Frederiksen officially apoligized to the victims(28 August 2026 Reuters). Greenland was a colony of Denmark ( northern Europe part of Scandinavia) till 1963 from then an integrated part of so called Danish realm. An independent report also found this as the grossest human rights violation ( 9 September 2025 PBS) and a genocide debate started. The Human Rights Economics was also challenged by militant Islam and Jihadism in a situation where followers of Islam were unable to explain to them that human laws had moved much beyond Sharia Laws as well as by  those seeking geopolitical  dominance with the use of manipulation and brute physical of military power. Corporates creating algorithmic bubbles using filyer and bots to show only information which polarized views had those accused of misdemeanor like Google that it was not Google algorithm but people who created their own bubble. Invisible sets of rules and lsck of transparency in search engines priortizing links were treated as a partvof digital economy. Liberty was not merely a statue in New York, its expansion and newer meanings were sought. Economist argued for greater economic equality. The theory in terms of Neo Colonial System was strongly criticized for ignoring the effects of globalization without considering the geopolitical warp.It was argued that it was formulated around an outdated binary of North South Divide in a West versus the Rest dichotomy. It was also pointed out that multinational corporates and Foreign Direct Investment were unnecessarily targeted while ignoring that the hypothesis about the past and the system  lacked a memory in the stochastic process with a further assumption there was a homogenous  spread of temperature  and pressure  analogy for all economies in the Geopolitical  Warp.  The bending and restructuring of the global order with energy and resourcr realism the world was transitioning from an era of hyper globalized cost efficiency to a landscape governed by geopolitical turning point

Elastic geometry and the ability to resist a distorting force and the property to undergo deformation and return original shapes is a crucial concept. From elasticity scalars can be derived as elasticity of scale which is a scalar values. The levels of cognitive learning and the process of isolating common feature or relationship in several objects as abstraction or concept, the psychology of using logic and giving completeness to reasoning is guided by biology and environmental factors. In the process of thinking and reasoning, intuition does not necessarily need geometrical meaning. Understanding limits is of importance.A shared mathematical culture amidst available cognitive structure and plausibility reasoning, the role of the unconscious in selection and use of symbols to have a creative experience existed.

Conservation of information would posit that information contained within the current moment was sufficient to determine every other moment of the past and future. The Sampling Theorem stated that a continous time signal could be perfectly reconstructed from its samples if the sampling frequency  fₛ was greater than equal to  twice the highest frequency fₘ present in the signal. If a signal was sampled at a lower rate then high frequency components are folded back into lower frequencies causing  distortion. It had direct application to econometrics taking frequency of data observation and reconstructing continous economic process from discrete sampled data. While probability measures the likelihood of an event based on quantitative Data ( outcome and trials) while possibilities are qualitative ( often binary) whether an event can occur at all. Probability requires defining a sample space ( all possible outcomes) and measuring frequencies through repeated trials or experiments ( empirical probability). Linearity of expectations about outcomes could also be stated in terms of trials ( atttempts)and successful outcomes, The number of successes in N trials of Y( Binomial Distribution), the number of trials of Y till first succcesss( Geometric Distribution) or number of trials of Y till m successes occur( Pascal Distribution). Geometric Distribution has a memorylesss property. In physical sciences conservation of momentum, conservation of angular momentum, conservation of mass energy in presence of chaos particularly in non linear systems resulting form static and dynamic electric charge interaction was of immense interest. A static charge has attraction and repulsion  while dynamic electric charge is current flow and produces both an electric and magnetic field. Interaction leads to complex chaotic behavior.Ecosystem being non linear, small changes in one part have disproportionately large and abrupt and even irreversible impact on whole system. Reductionism to uni-dimensional linearity without depth or scope and it’s cross cultural validity in time dependent flows of interpersonal affiliations for self actualization is the issue. Despite powerful tools like Markov Chain Monte Carlo Simulation stuck in local regions of probability flow and their distribution in data gathered, even random walk fails to explore all possibility regions due to lack of information of sensitivity to exact initial conditions and subjective burn in to diagnose convergence and particularly pseudo convergence with pseudo differential calculus for stochastic sequences generated due to the stochastic equation and chiral flows. and hyperboloid entropy stability as hyperbolic space expands faster on one side and contracts on the other. Stochastic patterns with similar one side are asymmetric or biased patterns whose probabilistic behavior is different in one direction as compared to another and capture volatility. Volatility in terms of econophysics implies non extensive thermodynamics and tendency to transition to vapor. Evaporation of liquidity and breaking free from the surface tension as vapour it creates vapour pressure involving temperature and kinetic energy. Exchange rate volatility would mean the frequency and severity of fluctuations in currency values.

Volatility entropy in view of market instability whose higher value indicate higher degree of randomness and irregularity, the decay, instability and dysfunction of social and political systems has increased polarization and institutional decay. In collectivistic culture integrating biological and psychological aspects of culture as function of motivation ( pubmed. ncbi. nim. nih. gov) can be criticized in terms of geometric interpretation of linear equations and in more than 2D as 3D it is a plane and n dimension a hyperplane complex.Generalized system and their evolvability  adaptability, covariation, integration, conditions micro and macro behaviour, complexity and networks methodology has gained acceptance in formation of hypothesis and theories about any system.Homology uses identity and similarity whereas analogous organs have a similar function. System structure is based on an exclusion principle and includes attributes, size, degrees of centralization and autonomy, boundaries that need to be crossed, goals, functions and the functionality as  quality of ability to perform functions and outputs hierarchical levels, differentiation into units and subsystems, but excludes excludes input) output and problem process that connects input/ output. The process as a system identifies key activities to be performed to support it’s capability. The system process is about making relationships and decisions.

Dynamic systems have flexibility entropy for  a totient function Φⁿ possibility of failure S(p) and q exponential when institutional flexibility is considered. Political rigidity and strong internal interests where powerful protected actors resist change. Failure of in built mechanism of accountability had been noticed  particularly in judicial system. Inadequate institutional design of the institutions built by colonizers in the colonies had weakened economic performance. A wealth creation and accumulation model had developed with a scarcity mindset. Origin of profit was sought to be explained in many ways as in terms of  risk taking, uncertainity bearing, managing dynamic changes, innovation, rent theory, wage theory, marginal productivity, enterprenurial function without consensus. The idea that validates sucess sabotaging their own progress in envy. Institutions built around the scarcity model are with s belief that resources like time, opportunity, natural resources sre scarce and require metrics like low acceptance rate, rigid rankings and prestige creation to create competition.Metric Fixation and performance metrics being the best way motivates to optimize behavior to increase the number in metric leads to goal displacement and quantitative fixation. A competitive pressure and distress. Institutional decay and institutional flexibility had been found to have an inverse correlation. Randomized goals makes the objectives not being predetermined but selected by chance leading to exploration and adaptability amidst unpredicability.

Decision making at individual and collective social level did recieve attention with the linear assumptions of extended neural networks neuroeconomics.Turning to neuroeconomics  and decision making process with the cognitive load of secrecy could be dangerous. Recombining a limited set of structures to create a novel solution leads to innovation in cognitive science. Neuroscience found hippocampal ripples acting as a reconfiguration  for new candidate sequences, quasi random shapes to yield more efficient results than conventional structural designs. Structural optimization using neuroeconomics for efficiency and performance is foundational. Topological optimization ( optimizing material distribution) with  minimum compliance with volume constraint and minimum weight with displacement constraints, optimizing crossectional sizes) and shape( defining boundaries. The notion of critical points where first derivative or gradient of the objective  function or f :ℝⁿ( which can also be worked out as in Lagrange multipliers paraboloid constraints with critical point on vertex in first derivative where it would be a quadratic objective function)  is 0 ( stationary points in unconstrained problem) or undefined, the first order conditions in an equation or set of equations stating first derivatives equal 0 at an interior optimum Contradictory views on mind and brain mechanism go to extent of considering mind an illusion produced by brain circuits. Evolutionary neuroeconomics based on hunger/ satiety and symmetrical nature of bilateral hypothalamus involved in homeostasis and hormonal regulation with bilateral amygdala involved in fight, flight, freeze,  response based on dopamine, serotonin along with oxytocin which can cause social emotional deficits developing into a pleasure pain principle which requires a continuum based on perception involving two types of endorphins turn into a motivation decision model. Consciousness on the basis of homeostatic theory gives an abstract world. Akin to localisation of cerebral function and deep learning systems of neural system there will be a distinction between natural physical laws and laws governing human behaviour and action. Reticular bonding chaos created challenges of creating ordered extended crystalline structures, analogy from reticular chemistry of intentionally designing orderly structures in robustness extended networks in some stitching technique of topology in topological adhesion using polymer to connect various structures does hold prospects. Forces of adhesion and cohesion, dispersive and diffusive adhesion, surface energies and surface tension, chemistry is about two seperate surfaces forming ionic, covalent or hydrogen bonds. Dispersive adhesion with force of attraction between molecules requiring slight positive and negative charge as polar with charge density can arise randomly by polar moments. Permanent multipolar moments having electrostatic interaction with nearby oscillators requires bulking. Smooth surfaces need a contact, the Social Chemistry is not just networks but smoothing surfaces to reduce friction and bringing adhesion and cohesion and  rigidity of bonds. The Econophysics with it’s non extensive thermodynamics and the refined production function, in s stochastic energy landscape dominance by stable and metastable configurations  as inherent structure over multi dimensional  potential energy surface whose topography dictates it’s behavior for survivability and reproducibility. A funnel shaped energy landscape with conformational entropy which is widely used in biophysics wild connect the transition networks would bring social chemistry compatible to the econohysics.The production possibility of matter in stochastic energy landscape with minimum energy which is a consequence of thermodynamics, particularly for stable matter or ground state is of use. The vertical defined by upward direction energy, potential or free energy and the horizontal possible configurations, random input prevents the system  from being trapped in local energy minimum though low energy states are more stable, randomness makes it dynamic. Random energy landscape is a complex system with disordered energy distribution and energy values are not uniform but fluctuate. The idealized pairing on graph theory where reference curve and inference curves intersect for an umderlying orthogonal by perpendicularity relationship in C^n continuity is used for modelling concieved and pervieved price theory or pairing with underlying orthogonslity indifference curves and preferences. .

A physical systems is constrained by the shape of the energy landscape which dictates which configurations are possible, stable or improbable. Vaccum energy density in quantum fields and vaccum flutuations are widely recognized in hard scaiences and the vaccum energy density is treated as a cosmological  constant in many models. In  g becomes acceleration due to gravity and G a gravitational  constant which does not change regardless of the location in the Stochastic Energy Landscape with randomness and vaccum energy density. While it also extends into Relativistic Thermodynamics which requires reformulations as four vector fields and change of energy with respect to entropy at constant momentum.( Gravitational spin reduced to near stillness or 0 on rotational plane gives the inertial and non inertial frame of reference).

Where the energy landscape is unchanged under certain is its symmetry. transformation and there symmetries in interactions.A systems velocity on a energy landscape dictates it’s movement between configurations. High velocities permit it to climb an energy barrier to reach a new energy state while low velocities lead to vibrations within a stable valley. A malleable product for paying and exchange of all other goods and services in economic inertia is sufficiently rare and not readily or easily available to everyone and socially agreed upon as money which in earlier economies was a preference of precious and quasi precious metals were preferred in coin based system with fluidity in exchange. Maintaining a sufficient scarcity of money is essential to ensure it’s value and trust in purchasing power. Money also stores information through its core function as a store of value. It could be modelled that as a store of value, a unit of measure, medium of exchange and information equilibrium  it is conserved quantity like energy by a symmetry principle. The velocity of money implies flow and exchange of money is like movement of a system across a landscape of hills and valleys snd its energy gives the stability or efficiency of different economic states.

The micro economics to macroeconomic in stochastic energy landscape has entwined scales  with nested loops, knots, dome structure and lattice) bi directional causality link with bootm up agent based modelor top down statistical  mechanics in Econonophysics. Outer loop energy level and inner loop grid pounts, the nested loop structure has dihedral angles(angle between two intersecting planes or half planes, the inner loop optimizes the shape and features of the structure within specific topological constraints for conformational shape, hence, optimizing an objective function. Topological characterizations in the dynamic economic system and the non linear dynamics with inherent instabilities the connection between points rather than distances shape of data in topological statistics particularly data cones where topological space is stretched into a cylinder then one end is collapsed to a point gives topological cones for an economic system in energy landscape model. Nested loops in economic system have intricate feedback loops and patn dependence arises in a reinforcing process.Hysterisis comes as temporary shocks. Housing bubble crash in USA of 2008 is often modelled in terms outer loop of low interest rates and inner loop at the micro level and endogenous growth model as investment in physical and human capital and inner loop as technological  innovation with nested capital accumulation reflecting the American view marketed through Scandinavian  Award/ reward system. Classical views with unrealistic assumptions of automatic attainment of full employment, Wisdom of Prices, Invisible hand in market, flexibility of wages and prices, role of interest rate in balancing Savings and Investment, peculiar view on development, narrow view of treating economics as merely wealth creation emphasising material gain are not a puritan view nor accommodating of wider range of social  goals help it become a rigorous discipline or hard science. Free Markets being a persistent idea with private property and voluntary exchange were central idea to the classical and with marginalist notions of neo classical economics. Economic growth models were based around growth driven by Saving Investment ( Harrod Domar Model), growth driven by capital accumulation  and technological innovation ( Solow Sawn Model ), endogenous growth driven by human capital, knowledge and RD, driven by business cycles with technological shocks and rationality assumptions in response. Each emphasized a particular aspect. Energy from space and energy landscape potentials with realized energy landscape models with temporal dynamics and movement modes. Approximate steepest descent, the transition states and local mimima are fairly recent development. There was more opposition to econophysics and there was harsh criticism as it was complex and not easily relatable to common man involved in day to day economic activity. Intolerance to uncertainty was a  more powerful motivator.

The Market Design of dynamic competition for innovation, cost and geopolitical influence, The analogy from ideas of  synthetic biology with limitations of stochasticity, retro activity, loading effect, inherent noise and random binding/unbinding of molecules, lag in transcription and translation, binding affinities in sparse data and synthetic biological membrane in analogous connection to the refined production function for non trivial solutions poses the problem of rigorously working out each of thr limitations in twisted multivalued function for domain and codomain, it’s limits along with open boundaries as not simply connected and closed boundaries say with ellipse or circles. Double square roots  √a±√b reduced to m,n would be contextual task.

Extended Neural Network Neuroeconomics with the differential topology extended topological quantum field theories and symmetric monoidal ( ∞,n) of the psychic landscape of dopaminergic, acetylcholinergic, serotoninergic network ( ignoring irregularities) and categorical decision making  when applied with extended neural  networks on how groups combine individual preferences to make collective choices need to choose the right type of neural network from feed forward, convoluted or recurrent to solve business problems of the Ecosystem which further needs the Social Chemistry of adhesion, cohesion and networks. Feedforward neural networks do not have feedback loops to retain from previous inputs and layered networks the data flow from one layer becomes input for next. Instead of feedback loops back propagation of errors to update weight and biases. At microeconomic level of cognitive neuroscience energy demand limits brain’s information processing capacity and their is an upper limit on how much they can process based on cellular mechanism, elevated cellular metabolism in brain areas responsive to attentional task stimuli in comparison to cellular metabolism levels in areas which respond to unattended  stimuli has been examined. Consciousness as a physical process caused by organization of energy in a mental process, the flow of energy through the system acts to organize a system. There is also an information theoretical quantity attached to it. Energy for neural signalling, conscious perception of sensory stimuli in global metabolism and the reduction/localization of cerebral metabolism and exhibiting observable behaviour brings in economic thought. As thought is treated as a pattern of activity of electrical signals in the brain, the primitive unit of thought is an image and a visual/mental image of an event or object. Modern Economic Thought has a methodology and philosophy. The power of mutual validation while recognizing the inherent absurdity of a situation using different logic paths as a surreal scenario unfolds would not be a correct resolution but only a coping mechanism as being based solely on subjective assessment  The formulation of an Human Rights Economics shifts focus from simplistic utilitarianism and prevailing cultural assumptions. Focus on distribution, participation in social and economic power and institutional flexibility and increasing tolerance to uncertainty  it poses a challenge to mainstream economic concepts with deprivation amidst maximization of social utility and over exploitation of natural systems by putting accountability to the fore.

The Political Psychophysiology has the physiological responses of individuals to political stimuli. The metaphor of energy flux representing flow of heat and work within the political system and the psychological continuum are to be considered. Energy is a scalar the transfer of energy as power is also a scalar. Confinement of scalar in a finite region particularly linear scalar potential has to be reconciled with chiral symmetry breaking in warped space time continuum folding giving effective potential there is scalogenesis as SU(N) and order parameter for confinement in pure gauge and confinement phase  and deconfinement in phase transition in a loop in thermodynamics and non zero temperatures of pure gauge,(Φ) =0 and (Φ) ≠ 0. Gauge variables around closed loops with gauge invariant operators( modified Polykov Loops play a role in explaining Quantum Chromdynamics but is not invariant and it’s action in 2D conformal field theory is found in lattice QCD, but there has to be sensitivity to renormalization which was ignored in the non modified version, a fresh reason for chaos as quantum chaos). The Lyapunov Exponential is also modified as the original version ignores fluctuations of the exponent itself and Kolmogorov Groups have cascades of energy in Auxetic Geometry from Geometrical Continuity in the Stochastic Equation with Chiral flows. The lowered stiffness due to porus structure and shear behavior and shifting of points on a direction paralle to the axis effects δ1 as infinitesimal change as an affine to (delta) Δ0 finite observable change where roots are equal, δ₀ is near stillness and collapse of asymptotic stability partially on x causing a dynamic collapse and the unit impulse would change. L₂ of ∆ᵦ is non positive divergence for (x,ξ)  snd metric tensor g in heat kernel regularization of heat flow with possibility of heat travelling differently depending on direction as heat flux in transformation of loop tensor for construction of pseudo differential calculus. The unit impulse having already changed a Chiral flow and Auxetic Geometry is found. As force is push or pull resulting from interactions resulting in change in motion or deformation, force as a vector quantity generates power as a transfer of energy and is a scalar quantity force and velocity when it causes a displacement or does work over a time. Physiological primitive functions give many insights.  In Kolmogorov Smirnov test of statistics the critical value to determine if they are significant in non parametric test of two independent samples comes from same distribution or if a sample comes from a specific reference distribution. Parametric fluctuations also exist outside the test. There are correlations with political attitudes and some findings suggest conservatives have higher physiological arousal to disgusting images. Those responsive to diverse images would be more likely to participate actively in politics keeping in view personality traits and demographic variables. Physiology of internal structures of politics organized at multiple levels from state down to specific organization of political parties, groups and the individual level. People related barriers of attraction to status quo, intolerance to uncertainty, fear of failure and avoiding taking blame and structural barriers of inadequate communication flows, inappropriate incentives, lack of functional integration, framing policy and policy interventions and responses, diagnosis and framing of issues at stakes, analyzing the shape, structure of interconnected components. The power dynamics is involved. Delineation of distribution of power and the system of beliefs forming the structured political thought as ideology is a divisive issue. As multi stability is an important issue in system with Econophysics, Neuroeconomics, Social Chemistry and Political Psychophysiology, the notion of weak and strong stability given the stochastic equation needs exposition as auxetic geometry of thickening when stretched as when it is pulled in one direction it widens perpendicular to the force and contracta when compressed is noticed.Constitution of a civil society built around human rights and dignity had to be explained. Human Rights Economics required a new success  metric which measured progress through human well being rather than Gross Domestic Product growth while shrinking wealth, power and gender inequalities. Resource constraints and budget limits amidst enforceable guarantees as Human Rights Economics in Business Model of Democracy, resource allocation would cease to be a mere technical optimization problem but a political struggle due to inequalities in global and local power structures. The commodification of morality, ethical conduct and qualitative Rights like cultural integrity into economic indicators in the marketing of policies by political parties could always be debated.

Complex pair alignment in phase space (of gap space similarity and dissimilarity ), the parity is a combined symmetry of two seperate transformations and maybe broken under some weak interactions. Alignment of sequences globally on the entire length of two sequences as well as locally as identified similar regions within two dissimilar sequences in  a dual price theory and duals appear in economic systems which could be handled by flip in the direction of inequalities.A center alignment and justified alignment by adjusting space  In terms of clustering, tolerance and spacing of data and of price incorporating entire information, the idea  of market design for efficiency (,) by minimizing input and maximizing output and market distribution  of wealth which requires redistribution vertically and horizontally has been of concern. The colonial and neo colonial market design had different optimising parameters. The flow rates, the efficient configurations like counter current flow to attain a desired separation and process based extraction from colonies and neo colonies and developing a control system had to be developed. Mechanical  efficiency  of the system  and thermal efficiency in  Market Design of Econophysics laid out on utility surfaces with free energy could have been worked out. Free energy is specific and a more complex form of potential energy representing portion of a systems total energy available to do work at constant temperature. As free energy accounts for systems entropy ( disorder, randomness) not all potential energy is free energy making free energy as energy available for work. The energy landscape being modelled with energy on vertical and geometric shapes on horizontal ( where coordinates, axial and planes are put to use) gives the surface with utility indicators and free energy, it has  temporal change as inherent in a dynamic system while a static system is unchanging.

Chaos in the energy  landscape  with senstivity to innitial conditions leads to small changes to the energy landscape causing a large change in the systems  ground state and transition  uncertainties based profits in Econophysics  is different as uncertainty  is the condition where probabilities and outcomes are known while risk is the potential for  loss when the probabilities of outcomes are known.The  quantum level information is the state of the system with superposition and entanglement and quantum thermodynamics involving entropy and energy conservation for quantum system. In the energy landscape systems quantum thermodynamics and dynamics of the system moving through multidimensional energy surface, minima and basins, energy barriers like hills seperating the basins which must be overcome for the system to transition between different configurations and ruggedness of the surface.In the basins there is rapid vibration and transition between basins requires overcoming energy barriers. Faster and slower time scales also disclose information.Exhange of information becomes crucial while change in free energy ∆G( a key concept in thermodynamics ) implies the system is in equilibrium when it is 0, negative when the process is spontaneous and will release energy and positive ∆G the process is non spontaneous and requires an input of energy to occur. On the Utility Surface with market design laid out on the surface even has high free energy barriers and locked in potential. There are time derivatives giving the rate of change of potential to kinetic phenomenology and the flow gives a pressure which makes it a point function in the econometrics statistical sampling of Econophysics. The mathematical operator in space time system as MD space time set and quantum information has subdomains and suboptimal entanglement in presence of curvature  where gravity is a  geometry. Effective and emergent space time as general relativity becomes a sub optimal geometric description.The causing of sub optimal pathways and information  propogation. Using its analogy a Market Design is not Game Theory and fractional orders are to he considered and operations on the surface in the energy landscape with quantum thermodynamics could he a right circular cylinder or right circular cone. Growth Cones has future thermal cones a all possible states that can evolved from a given initial  state through series of thermal operations as well as past thermal cone and incomparable  regions which gives another meaning to market design so that there is no overheating and efficiency is retained, statistical data on the issue is not avaliable on the issue, market design  has come to be considered as an extended game theory in the present scenario dominated by western views. Without testing of  planarity of the system for information visualization perspective graphs are presented and correlations with no explanation of scale entwinement of micro to micro as ζ (s)=0 where non trivial 0’s lie on a critical strip( an unproven conjecture called Riemann hypothesis) assumes there are no 0’s outside the critical line or strip would be contradictory nor does it consider whether the 0 is of degree m with poles of order n or of degree n with poles of order m. This critical line or strip which is a region of the complex plane in the stochastic energy landscape, on a graph with variables with coordinates c, y representing a single piece of information the c axis is the independent variable ( input)and the y axis is the variable for (0,0). Simple binary reason ong can easily break down when applied to complex dynamic systems, hence, non binary states like superposition of quantum system or kinetic traps need to be clarified.Non equilibrium dynamics with non reciprocal interactions that break the symmetry of action and reaction is required to push out of the arrested state of kinetic trap where the system is stuck in high energy non equilibrium state which is kinetically stable but not thermodynamically ideal. Entamglement constraints determining entanglement properties,  Symmmetry entanglement can be globally entangled as anti symmetriic ( fermionic ) states or can be eother globally entangled or fully seperanle as symmetric (bosonic) states in quantum systems. Speaking of entangled political economies implies looking beyond narrow perspective of society just as a collection of markets but a complex network of human interactions, the ecosystem and the economy is embedded within human society. There are flexible and provisioning institutions.

The statistical data pointing in a vague aggregation was shown in the present scenario  of econometrics  touted by the Scandinavian award/ reward system.A stochastic limit and metric space with proximity which satisfy symmetry and triangle inequality  as economic space and correlations as econometrics is  necessary even in classical and marginalist neo classical formalization of theory. Incomplete metric space with sequential arbitrary closeness ( Cauchy Sequence) required filling in the gaps or holes with surreals for completion. The contraction of the metric space with a constant k≤ 1 requires continuity. Accumulation of anamolies as point anamoly, contextual anamoly, collective anamoly, insertion anamaly where it is impossible to add new data without adding redundant data, deletion anamoly in the anamoly inflow the non trivial topology protecting the anamoly from external perturbation when energy band behaves like a momentum space magnetic field and a tensor tidal force which is invariant under conformal changes in the metric ( Weyl tensor  where sum of changes is 0) is used. The frequentist approach with frequency  domain with group values in time series while non frequentist  data would keep the individual  value intact or unevenly space time series with mostly linear interpolation to make it evenly spaced or frequency adoptive normalization is of importance. Energy Landscape model is closer to physical reality and is used in hard science distinguishing it from soft science.

Although faith in free market and free trade was posited again and again there was an acknowledgement  that market distribution  of wealth were unequal and gave rise to inequalities hence redistribution vertical and horizontal was necessary with human rights concern.Indexing system consisting of arities for structures possessing binary operations and unit elements ( in physics it is if orbit categories of finite group ) indexing is the process of organizing data for efficient retrieval while arities refers to number of arguments a function or operator MD space time set takes.

The overall market design for rapid sustained growth without captured markets or overseas markets and availability of funds for directed investment with innovation needed a strong internal consumer base and identified potential consumers to whom the products must reach assuming older products face creative destruction in terms of imported products only and having a second hand/used goods market where older products can be pushed which could imply regional disparities and disparities between states or say urban rural divide with uneven economic growth rate. As ideas of welfarism also grew the need to avoid dependency culture was felt and the threat of political misuse of the idea was acknowledged. The cognitive psychological  perspective comparing several innovation process diverging mental modes appear. A confirmation  bias ( sjms.nu/articles) affects all and mental moddes can be shared.But this may not meet individual and social welfare goals. Minimizing loss of welfare from some optimal level and tolerance levels in a dynamic system and mechanical efficiency  of the mechanics of the price system  is to be considered. Determining the number of equilibrium stages while identifying and quantifying unintended non ideal components and their interaction with the environment had to be examined bonding angles based on social chemistry, size of the structure and itz polarity from the economic data. Methodology of specific type of extraction through colonial and neo colonial market design was not exactly environment friendly. Preservation of institutions created in these periods and assimilation in the global order in the alignment pairing did not have a local pairing. To build a model of free trade free of cricticsm of free trade imperialism of infirmal control required a general equilibrium model with global prices,global price trends, no tariffs and global supply chains to which nations would adjust policies for increasing market efficiency.

The global trading taking place with comoaritive advantage or emergent gravity.Sytemic debt formulation would need revision. Volatility of Currency exchange rates had to freed fom imported inflation as was happening due to dollar being made the benchmark of global trade. Internal economic problems of USA made it a double blow to developing economies. Provisioning institutions needed flexibility.

Origin of ideas of intellectual property whose formal rules within a legal framework is supposed to be in the Renaissance Period in Europe and beyond. An early patent to in 1331 in England  under Edward III to a weaver John Kemp and in 1421 to Filippo Brunelleschi in Florence for a new ship design, in 1623 Statute of monopolies which replaced Royal monopolies with grants for new inventions to the true inventor for 14 years. With the Industrial Revolution and trade in 1800’s and cumulative  effects of accumulated knowledge and innovations  the need grew further.Curiously and coincidently, the Nobel Prize system of award/reward in the business model  for Insitutional  recognition itself being a system originating during the period of political economic colonization, probably needed more institutional  flexibility and evolve with times. The problem was noticed in their economic prizes, armed with authentic studies on poverty in India as a benchmark( three of the recognized one’s which were based on study on India) was promoting a certain ideology of Free market with private property and voluntary exchange, wealth creation,material  gains and profit. After successful conversion of Nordic culture of Vikings and Scandinavian Nobel prizes into commidities of cultural export, the award/ reward system in Scandinavian ambitions  decided to become an important player in the award/reward system with a business model of Insitutional recognition used by a coterie for the as yet soft science of Economics in 1968. It adopted a flawed constrained dynamic game theory model unrealistic assumptions of rationality rather than bounded rationality and with strategic interactions within the oligarchs, coterie where decisions occurred sequentially over time analyzing multi period competion as mutual concession among elite unlike extensive  form static simeltaneous game or a stochastic game.

It’s award for Economics since its inception in 1968 to 2025 a Eurocentric view continued. Ideological alignment with its views was essential for institutional recognition by it. Hetrodox economics or climate control economics,health and medicine economics and food security for poor or those challenging foundational axioms of classical economics were never recognized. An illusion of economics prizes was created ignoring the delusions created in the market system.

There were few and far between attempts by some members of this Swedish Academy to make a neutral intellectual choice and break free from adopting views of those as authority figures,peer groups and percieved superior in the so called Ivy League University of USA and types of Cambridge University, UK which seemed stuck wirh elitism. The much more vibrant US and UK academic world apparent in Akademia.edu, other online and offline forums and arXiv was intentionally overlooked due to a particular coterie having taken control of the Academy. Though the Neo Classical Post Keynesian theories originating from American School of economics was a huge contribution to Economics it could be criticized for a neo colonial approach. What came to be called Chicago School around free market, minimal government interventaion and monetarism as major opponents to Keynesianism which proved ineffective. Largely no effort was being made to break Eurocentricism despite critical voices growing from within. Minimizing interaction with criticism that could be percieved as destructive negativity would take away the opportunity to treat it as a diagnostic tool for improvement which could make the Academy increase in relevance and be a proactive step.

Criticism of the award/ reward being treated futile due to irreversibility, first step justification of time test robustness, busting  a great man myth is difficult. Passive aggression  in withholding recognition maybe viewd as a punishment or a method to retain power structure and control over markets. Unconscious group dynamics with certain basic assumptions made by a group could be repression. Market for insitutional recognition being considered as validation and providing strategic visibility, many organizations leverage hypervisibility by engaging in recognition work such that it would be converted into opportunity had to be accepted. Assymetries arose from such activities  which were deliberately introduced and were not an oversight, they could be malacious if skewed in favour of certain kind of views.

The scarcity mindset  where time,talent,resources,public attention and memory was scarce resource, the award/reward system  attempting to create prestige and competition of 0 sum market often lead to subversion of ideas and thoughts. There was no buffer to crisis or toleratince to  criticism of rigid ranking. Exclusivity creation mostly around garnering immediate attention of industries and coroporate sponsors had taken over. The  first recipients of the award in 1969 were Ragnar Frisch for elasticity and decison models of economic planning and Jhan Tinbergen for applying dynamic model to economic process. The scalars were not derived from the elasticity or the elasticity of scale as scalar value specifically though the awareness of how production function responds to scaled up inputs was known. Gradients that remain constant under elastic changes needed clarification.The 1970 was  Mr Paul Samuelson( first American to use the award) reward system) was for  static and dynamic models and connecting them through correspondence using mathematical tools ignoring conservation laws and scalar invariants. In 1971 it was to Simon Kuznet, American economist and statistician for hypothesis with two variables Economic Development and Income Inequality. It assumed a two stage gowth process where first stage had two factors at play as investment concentration and labor migration, the second stage as skill development and wage growth along with second as policy intervention, there were too many pairings involved to make it the so called Kuznets curves as universally applicable. The problem again was the use of historical data and only some matching result in the the present. The 1972 award/ reward  to John Hicks was similarly a two stage two factor pairing of IS – LM curves( goods market( IS and LM money market with fixed prices making it static. How economy’s interconnected parts come together without giving alignment pairing methodology or K J Arrow for social choice and social preference in aggregation with information gaps and market uncertainty. Locked potential in the energy landscape surface ( no concept of utility surface are discussed in any of the preferred  ideas of this Academy till date) and stress and strain with unstable intermediate states and metastability problem are not raised. Simply criticizing as static raises serious questions on the very notion of static as used in economics. Static surfaces have stress and static systems are those that are unchanging in time while temporal change is inherent to dynamic systems. Phenomenology of kinetics on the energy landscape  surface with energy on vertical and geometric shapes on horizontal could have been performed. Time rate derivatives in the energy landscape and utility surface with market design layed out on it, conversion rate of potential to kinetic and special case frictionless inclined plane. The surface maybe static but the system itself would be static if unchanging in time while temporal change is inherent to a dynamic system. Low and high free energy regions in statistical samples are the tools. It could have done away the unrealistic assumptions in these celebrated economic thoughts of .the winners. Reason for award/ reward grant was earlier on empirical studies in 1971. The 1973 award in Economics to Wassily Leontief for developing input output model and interdependence of economies production system in cross sectoral balance  is again static ignoring technological changes and shift in market conditions , flexible input proportions and flexible geometry of refined production functions lacked price adjustment. There is no application of utility surfaces or market architecture or point function or free energy on the surface of energy landscape or time derivatives of rate of change of potential to kinetic of flow mechanics for deductive logic or induction to initiate the process and inductive logic. Combination of theoretical ideas, their mathematical expressions and empirical applications would give a disciplined view but it would remain a point of view by the observer. The 1974 award/ reward of this newly instituted system  was a distorted view of Wisdom of Prices thesis of Mr. Hayek in expanding the ideas of Ludwig von Mises which simply fails to distinguish between percieved prices and conceieved prices in the zone or space where the exchange actually takes place. Intertemporal price equilibrium and the problem of knowledge in the market. Rotating the axial supply demand causes a warp in manifold forms, parametric representation around a point rather than origin (0,0) or by an angle θ around the origin of the graph had differing outcomes and market catastrophe was lurking. The prices could be distorted by irrationality, market power,incomplete information  and have the effect of sending misleading signals and accentuate inequalities and misallocation of resources. 

The 1975 award/reward for efficient resourcd allocation to Jan Tinbergen and Telling Koopman, the production possibilities do not use the energy landscape surface with free energy and various possible configurations concerning local minima or saddle points and inexplicable third generation particles and of g values on genus surface p,h,g. If relativity theory is used then g⁰⁰ where g is the magnetic moment and angular momentum of whole atom, and where g is a local phenomenon as acceleration due to gravity whose analogy is taken into economics. There are three generation of fundamental particle at quark level explanation in natural science which are hard sciences. The production possibility temporal spread for consumer goods and capital goods has to examined with the same rigour rather than the way it is done without unexplaine alignment pairing. It could be argued by analogy that the production  possibility in Econophysics is for one generation only. The oversimplified emphasis on non convexity of curves without explaining alignment pairing and some sort of unlimited planning horizon with equal treatment of generations issues of intergenerational equity.  Adulation of market mechanism and Mr.Hayek’s analysis of functional efficiency of different economic systems to justify ideological leaning was incorrect. The use of perfect competition with numerous buyers and sellers, perfect information and identical products and none having market power or control of prices as a benchmark to measure realistic conditions misses out on the percieved prices and concieved prices mismatch and the reference point and inference point. Price realization in completion of exhange and price actualization in terms of achieving full potential as becoming fully realized.Benchmark basis in the energy landscape is characterized by energy minima ( stable states), energy maxima (  unstable states) and transition states. As energy landscape surface is a potential energy surface it has minima, maxima; saddle points and basis of attraction, as the utility surface and price actualization and realization on it may also be in kinetic traps for unfolded states as the mechanism (of  unfolded, folded ) proceeds and an extended neural network  is navigating a cost or loss function in the enetgy landscape with the goal of seeking the lowest point on the surface as an optimization problem. The structural, thermodynamic and dynamic properties rather than sole consideration of average structure and well ordered state the energy landcapes of disordered state which highlights the importance of local structural environments makes up the price mechanism. To bring it production possibility to neo classical view in Econophysics,the minimum energy is constrained to surface of a sphere, ability to  reproduce to kinetic states along with steepest gradient the four point functions of production possibilities  are a section of the right side of ecosphere collapsed to production possibility economic  activity sphere as on the positive side which may retain concave sections to be used. Experiments had to be designed relying on past known stable configurations and topographical features and predicting not yet synthesized configurations. The preferred and accepted  production  possibility  curve in the current state of affairs of economics is  as the production possibility curve as maximum possibility combination of production of two goods with limitations  of technology and resources with attendant opportunity  costs which had gained approval  in the soft science which again failed to account for alignment pairing. Capital potential energy U(φ) is elastic in stretching and compressing to magnetic field’s strength through the surface or work force as V( Φ) as Φ is also the gauge and scaling potential as to how potential energy function changes in scale and size and how potential fields scale with change in size and distance, kernel approximate of the mechanical energy can have a loss of locality of the kernel in high dimensional process of regression and triangulation and circular symmetry when they are on the surface of a sphere due to curvature effecting production possibility and spherical trigonometry. The U spin and V spin alignment would determine the production possibility. Spontaneous alignment pairing for a single product in the energy landscape ( at quantum level  Φ* and ⟨Φ|ψ ⟩ as a single complex number has realignments to Q|(x)|∂⟩ as a single product for β( decay) and z( decay). In the context of economics the micro states in producing a product will now have to be defined in terms of energy content and regularisation. In quantum  mechanics it is alignment  of high order multipole moments leading to new quantum  phases and rho in a range  ρ λ≥1,μ≤1, the Q* has effect on temperature rather than pressure in some studies as the ecosphere is collapsed to economic activity production possibility sphere in the positive right side, the concave production possibility curve is merely one of the lines on the surface of the sphere. For mean fields in social context and social  balance theory for attainment of final multipolar stability with initial critical link and initial density of friendly links rather than uni polar or bipolar society emerges. Capital accumulation in spin accumulation is to be considered.

The neo classical economics of wealth creation with its convex curve would paradox as it covers a peak or saddle point in the energy landscape surface. For the minima it would sink in below in the valley, hence, pressure is also working on the surface of the energy landscape. Paradox Of Production Possibility Curve is closer. Empirical data available also shows anomalies based on shape of the curve. For a pair of products there has to be a further alignment pairing steps to be followed then considered at the macro level. The growing chasm between hard. science and empirical methods of economics as soft science had kept growing.

The award/ reward system  continued with it’s views on perfect competition  assumption as a base point to consider real economic scenarios uncritically. The 1976 was promotion of the idea through Milton Friedman and flawed view of free market and corporate social responsibility which was narrowed from large number of stakeholders to corporate  stakeholders in the business only and furthering as argument that a corporates sole responsibility is to earn profits for its sgareholders. In 1977 it went to Bertil Gotthard Ohlin  for an unrealistic  international  trade theory with identical products, absence of factor quality differences and free trade and James Meade  for free enterprise and theory of second best arguing that a movement towards free trade might not be beneficial if other distortions exist. The 1978 recognition was to Herbert A Simon for applying psychological ideas to economic theorizing and this was repeated in 2002 Daniel Kahneman on 2002. It had been argued in the Simon Version that  neoclassical economics was not right in assuming people are perfectly rational and attempt to optimize but rationality is constrained and people seek satisfactory rather than ideal outcomes.A mechanical view of decision making and over emphasis on individual decision making and factual value free decisions effects decision quality. Metrics for quality of decision making in a managerial reality is stil not a social reality and social decision making. Well being of others it’s valuation and reinforcement and work culture has been argued by many in various contexts.

In 1979 the work of Theodore Schultz and W Arthur Lewis were recognized for what was a study on economic development, the notion of human capital came up to be argued in terms of investment in people through education training and health to increase individual productivity and economic activity. Human capital theory had been developed in 1950’s and 1960’s. Unleashing the human potential requires a culture of psychological safety and mental health rather than reducing them to human tools with a side effect of increasing earning power. Income and education as a direct form of investing for financial future,ignoring social inequality and structural factors even the business of higher education the cost benefit methodology is flawed. Non consideration of market conditions and non economic outcomes makes it a very constrained view, its lack of economic rights of humans and economics of human rights was insensitive.

The lack of consensus on views expressed through this award/reward system was hardly serving to strengthen the discipline as distinct discipline.The urge to make economics to not to be considered a  soft science and to qualify as hard science was reduced to an attempt to collect a body of empirical studies without caring for intricacies and problem in economic data and sound theory of econometrics .The 1980 recognition on award/ reward system use of statistics to Lawrence Klien and simple econometric models to analyze economic fluctuations and economic policies without notions of thermodynamic ensembles, density matricss and expectation values from indistinguishable states in energy landscape in absence of Index function and diagonalization techniques was completely insensitive to economic rights of humans and removal of structural barriers in what was gaining traction as human rights economics but ecomrtric metods of Klien had come to be very widely used along with a dehumanized wealth creation and wealth accumulation system despite the incomplete metric or filling up of the gaps and holes in the arbitrary near to neighbourhood approach. Even data on GDP was being criticized for discrepancies in methodology and expenditure/ revenue method with possibility of political bias.

.Applied Statistics , data processing, organizing data, data analysis and data interpretration to start with source of data collection. Index functions with diagonalization and recursion of primitives. Inserting O’ as a placeholder where k =0 as 0  ary, composition case lh(x) into (i,j,k) total functions leave targets everwhere along the diagonal. In the introduction  of experimental  methods in economics human rights economics and environmental economics were being treated as a seperate subject. Aligning human rights and economic rights in shear induced alignment of flow dynamics or analogies of eldctric field polarizations or magnetic field alignment methods, left and right alignment and ceneteroid justifications, dimensional alignments are parallel alignment or middle and on top, in terms of human rights first generation rights are civil and political as liberty and protection from state violence, Second generation are economic, cultural and social ensuring equality and access to essential goods and services, third generation rights are collective and social as self determination, environmental and intergenerational while fourth generation rights are those which are emerging in new frontiers as cyberspace, digital technologies, access to technology and digital srcurity.Distribution of wealth in the colonial  and neo colonial framework of classical and marginalist neo classical spectacularly failed in economics in terms of Human Rights Economics and more fundamentally in energy landscape framework and physical alignments. The control group is a baseline for comparison in an experiment and variable being tested is not applied. The experimental group is on which the variable is tested. Isolating the variable to the extent that only one variable is chaged between the grups so that cause and effect relationship can be clearly determined  group dynamics and group statics would have to be considered. In the stochastic energy landscape   Internal dynamics of social or political groups, power structures and communication and static norms though formation and shaping of norm is a dynamic and regulatory decision making. Intra group relations have to consider social cohesion and task cohesion, interdependence; knowledge transmisdion and power struggles . Delving in the past for narrating economic history the historical economic data how econimic structures evolved and economic ideas  emerged and changed over time is a process of  historizing the economy.

To carve Economics out as distinct from other natural sciences particularly  physucs was overturning the relationships in physics based on motion through acceleration as 0 or being at rest in terms of balance of force or moving at constant velocity and dynamic when an object undergoes acceleration. The challenge to correspondence as a principle is through access to reality directly or is it a mental construct. The question wpuld be what is social reality and the economic view of scocial reality and the percieved reality by the individual. There is an uncalled for  regress to verify state of affairs and it reduces to coherence theory of truth.  Whether study of nature of wealth to make a better world could be a noble goal. The idea of positive economics to understand the economic activities but to use that mode of thinking to predict the future is contradictory. Merely saying elasticity of supply and demand and applying it elsewhere also and seeking a correspondence which is prone to misinterpretation was not sufficient and much weightage was given to empirical studies and collection of data. Jeremy Bentham(1748-1832), a British Jurist and Social Reformer, founder of modern utilitarianism, himself developed the idea during the Colonial period of British Empire. Karl Marx (1820- 1895) produced a critique of Capitalism in the same colonial period. Marginalism entered mainstream economics in 1870’s changing the classical view that value did not depend on total utility but marginal utility to neo classical views. Deviations between market prices and market values is perhaps easy to realize bit why supply must equal demand and cesse to give any further explanation Alfred Marshall drew the theory of marginal productivity. Marginal changes in energy landscape of small changes or incremental changes in energy levels bring significant transformations, a marginal change in thermodynamics of temperature or pressure around a critical point can cause entire system to shift from one phase to another to be introduced into economics required thermodynamics more than the simplistic wealth creation and accumulation reasoning. Human rights economics of prioritizing people and dismantling structural barriers challenged the existing global order. There were economic rights of the humans. Economic actors and economic power had to be held accountable. It was only in 1984 award/ reward of this benefit to mankind having occurred and human knowledge having grown in book of revelation of Eurocentric  view that national accounts was required that the recognition was given Richard Stone.

The game theory model the Scandinavian academy played in the colonial and neo colonial system showed their views to be assumptive and with cognitive biases and some sort of crony capitalism due to perceptual( a specific type of mental activity of cognition of making sense out of sensory input) bias.It was a flawed dynamic game theory adopted for reaching compromise about current playoff relevant states amongst the elite and from self assumed centers where human knowledge was supposed to take place. Whether it was expected payoff or soecific equlibrium on their calculations in obsession over outcome often the variables missing were the most important ones as there were different cognitive abilities and order of choices were dependent on controlled information. Any departure from maladaptive sub optimal equilibrium which was actually a psychological compromise to avoid overwhelming existential anxiety had an illusion of control and power. Their was a repetitive compulsion to favour the accepted so called  sub opimal equilibrium of static and dynamic game theory in a restricted reality whic was with the psychological compromise even in topological psychology psyche with its geometry which mapped accessibility from the current state rather than distances. The vectors and forces moving the players towards or away from specific regions and psychological knots the game theory got trapped in a local minimum as a conservative compromise on the objective surface as sub optimals. Consensus and rectification vectors in multi preference optimization to get out of the trap of this so called sub optimal in gradient and descent vectors  the momentum using historical velocity. Prioritizating normalization over optimization as denormalization would have its own problems. This flawed dynamic game theory model with muti period strategic interactions seeking market dominance in the market for institutional recognition as differential game was strategically manipulating rival’s expectations, prempt entry and maximize long term market share they would convert high reward market into a negative payoff environment for competitors through multi market contact and signalling against those who caused anxiety to their elitism. The narcissistic repair of feeling of inadequacies in the claims in support of those having recieved institutional recognition from them as those whose works had  given benfit to mankind were self serving and repressed hostility towards others percieed as threat of self proclaimed elitism.

To be considered an important player in the field of business of knowledge with producers of knowledge  and consumers of konwledge with accumulation of knowledge as knowledge capital. Attempting  to Dominate the market for insitutional recognition while subsbstituting knowledge capiral by social capital and sicual networking their extensive propaganda system had made them become a part of the game. In 1994 they came to consider the formulation of Nash, Selten and Harsanyi ( which again was afflicted with  the implicit malady of perfect competition assumption in se cases ) which failed to note that two players do not play with same intensity, preferences and rationality and tendency towards sub optimal equilibrium is in reality based on degrees of 0″s of m,n with poles of order n,m and  (μ,ν) and (η,ζ) and λ>0, the repeat estimator is inconsistent and not continuous. For neuroecomics it means intensity of neural spiking above threshold or frequency of spiking is behind decisions while infinite rationality or 0 rationality does not exist and ony conditional bounded rationality is real. In a Random Game generated in s stochastic proces, the subdomains of sub optimal are supportive or generic. In the sub domain equilibrium conformal or helical or cylindrical shape of sub domain a stable equilibrium state can exist. While playing this game model of 1994 even with sub game equilibrium model under perfect competition assumption which was being played by this Scandinavian Academy  a Eurocentric bias appeared. The local subgame equilibrium was itself flawed. As it is they had ignored sensory gating of directive preferences where the brain restricts the amount of information entering conscious awareness allowing it to process a limited amount of information  very deeply. This effected their decision  making and change in preferences after the decision was made and the nonreinfoced preferences without external rewards. Seeking external validation particularly from Americans and validating their European views   like Gustav Cassel’s introduction of ratio between a physical quantity  as assets market value and it’s replacement  value to which Mr James Tobin, Recipient of 1981 award/ reward, added a marginalist version as marginal q as ratio of market value of an additional unit of capital to it’s replacement cost for data between  1969-74 in investment theory ignores the degree of replacement  to and class of investment/machinery which changes the ratio of momentum in economics and charge of the funds  used and in the spectrum higher ratio resulting in less deflection or product of the charge and seperation  distance or as ratio of position and momentum in economic systems property on the charge potential  of the utility surface on which market design is laid after identifying the variables. Portfolio selection in financial market version makes these kind of creative works less accurate and predictable.

Assessment  of rewards in the colonial and neo colonial  mindset a loss of legitimacy would be a colossal loss. The problem of capital accumulation and extraction and refining production in colonial  or neo colonial setup, assuming perfect capital mobility is again an erroneous basis for evaluation. However, George Stigler, recipient of 1982 recognition  for studying industrial structures, functioning of markets and effecrs of public regulation and role of producers interests, industrial interests and political  actors pointed out industry  control without distinguishing different  type of political actors, lobbying and facilitators involved was an understatement yet most critics considered it as giving a negative view of Democracy. The idea of Equilibrium General  Equilibrium to Gerard Debreu in 1983 who was a known example of person transitioning from mathematics to economics provided some sort of proof of existence of general equilibrium without entering chirality  of flow in an energy landscape, conservative or non conservative physical fields or toroidal physical fields or using their analogy. 1984 to Richard Stone  for National Accounts that improved the basis for empirical economic analysis. A double ledger system as outgoing( costs), and incomings ( revenue)  for production, consumption, accumulation  and foreign finance to which social  accounting where the process of production is condolidated and coordinated  with other aspects of the economy though an important tool would not have much meaning umless a legislation for fiscal and monetary discipline exists. Their is a prevalent view that voters have a negative response to fiscal discipline.Fiscal Discipline is yet to be reliably established in the eurozone.

In a world without taxes in a theorem that in absence of taxes, bankruptcy costs, agency costs and assymetric information and an efficient market the value of the firm is unaffected by the way it is financed the Modigliani Miller Model as capital structure irrelevance model was recognized in 1985.

Again the base assumption of perfect financial markets is made and risks being of the same class. The Capital Structure  irrelevance states that firms value is determined by its future earning  and assets not by its capital structure is claimed to be mainly misunderstood by most defenders. This should support the view on wealth accumulation and wealth creation assumptions as the hallmark of neo classical economics and has even led some to conclude that the main objective of modern firm and company is create and accumulate wealth for the shareholders without any social  responsibility. Increased focus on share/ stock markets with things like dividend holding information and financial markets with financial instruments holding information besides how much information taxes hold or their information value are concerns that are marked. Symmetry of information when symmetry still holds in space bound environment and not in time bound environment, all relevant information be accessible simeltaously through set of orthogonal projections V for k dimensional subspace in differentiable manifold parameterizing the set of all dimensional linear subspaces of a n dimensional vector space over a field that has differentiable structure. Differentiable information and information efficiency of a recursive function in terms of topological deformation. Information as a physical quantity encoded in the interactions in a physical process as I( R:S)ρRS=χ(Σ)  for ρ density and χ reduction factor/ susceptibility, ∆SE greater than equal to -∆S Si appears in some aporoaches to bounds of information and entropy. Conditional confinement of energy and information embedded  gives every observable matter in the universe has specific information content. Miniscule quantifiable masses of information as in a typical atom they require to interact with the universe means erasing the information the mechanism that forces information to move from chaos to order makes energy and matter incidental and 3 D Universe merely an illusion as per information only theory. In a consistent formal axiomatic system that has sufficient basic arithmetic there are always true statements beyond probability ( Kurt Godel) effecting computable functions and decidability. ( Alonzo Church). Perfect information is simply ruled out. To treat perfect information as a base line for measure is inherently incorrect as in energy landscape with loop θ descent how much information can be extracted is the baseline. Information extraction Φ about shape space from geometric manifolds and tensor valued morphology is being developed.  Information potential and it’s actualization into awareness where probability of meaning is encoded creates a difficulty. Consciousness as the topological deformation, measuring the deformational retract is possible with a topological invariant. Vector fields in the thermodynamic parameter space Stability and phase transitions with winding number in  dynamic system could be modelled.

Profits being a measure of coherence  in a phase locked economy with structured resonance in the information signalling where the economy works as a resonant system oscillating with its own frequencies , time domain to frequency domain transforms work. Various types of resonance in a stochastic resonance economic policies and risks could yield strong and weak correlations for gₛ( x, y) = ∑ₘ∑ₙᵍd(m,n)δ(x-mX, y-nY). In physics the idea of information  in transit where extremely  large number of photons where individual  photon carries carries information about its energy ( colour /frequency). polarization  and direction  of travel at that instant and atoms bound in a crystal lattice can recoil when atom absorbs photon it generates a wave that propagates through the lattice as phonon at a frequency above human hearing .Information in transit in the flow and exchange of data and knowledge among various participants, individual  forms and governments  makes information a crucial economic resource behind decision making and resource allocation and innovation. Horizontal polarization cone and vertical polarization cones in information transfer ( as in photon entanglement) and conical data for finite horizon behavior requires a scalar potential ( with conical singularity) making the production function a scalar function with cones of uncertainty  built into estimates and potential outputs of macroeconomics arise as well as the microeconomics utility function a scalar function, there is noise along with information potential. Assymetric implies that it is anti symmetric as well as irreflexive. Information equilibrium would not exist and assumption that parameters are known with certainty ignores estimation risk as energy like functions are used to analyze equilibrium states. The equilibrium is often found at a minimum or maximum of the potential function. The potential functions in a game theory potential game with a single global function with utility( payoffs) at different strategies whose suboptimal equilibriums are near the maximum and minimum of the potential function. Uneven knowledge distorts markets and a lot of literature is available on exchange economy with differential information with alpha measuring performance and beta as investors volatility with probability cones in terms of historical  volatility to estimate the likely range of stock prices within a specific time frame in financial  markets in relation to market in a neo colonial financial markets. The recognition of importance of econometrics was again highlighted in 1989 with the work of Trygve Haavelmo( A Study in the Theory of Investment, The Statistical implications of a System of Simeltaneous Equations) with a flawed approach  to continous time and use of a priori probability and inconsistent claims where markets may not have a clear solution. Homotopy in continous mapping ( like paths and functions ) being continously deformable which appears in uncertainty  cone version discussed in the energy landscape  framework  has a developed topological defect and a deformational retract. Higher inductive types and homotopy types in as probability space and paths as equalities with an univalent axiom. Choice of priors in the probability  spacec, specific choice of differential  forms on parameter rings on a manifold are linked to a resulting homotopy. Statistics  of random variables have to be shown as of same homology class in synthetic  topology. There is no inherent conjugate probability but a conjugate prior in statistics is a prior probability distribution chosen such that the resulting posterior distribution  belongs to the same family of distributions as the prior is not the same as bosonic fields with associated  conjugate momentum fields as phi operator and momentum operator pi although momentum strategies with rate of change as the speed at which economic variables are changing reflecting the capacity of a trend to continue can be used in economic policy.

  Identifying the data source as national statistics of GDP and industry specific data and normalizing for inflation and arrangement  as a cone as size and volume of different segments of magnitude of economic activity ( proprtion of GDP from different sectors )to indicate a top down flow like circular flow of income where different  layers represent household, firms and markets, topological statistics of well behaved system in control landscape should be free of suboptimal maxima or traps in suitable physical  conditions. The favourable topology in reasonable physical conditions imples gradient based optimization. Topological  invariants and symmetry protected states leveraging fluctuations  to overcome obstacles ( as in quantum tunneling) to find the global minima in energy landscape would be a step towards efficient econometrics. Minimum Spanning Tree in topology in a network are a single loop free logical topology from a physical network emerging from a spanninng tree notion as a subgraph of a connected graph embedded in surfaces and how they change under deformation and the spanning tree  that includes all the vertices with minimum number of edges and no cycles. The spanning tree  and crisis in Eurozone with its debt and budgetry problems in the Econophysics shows government bond dissimilarity for maximum spanning tree with additional data and distance between two financial series Yi and Yj shows two different centers of gravity of opposite sign of Greece and Grmany in 2013 in an interesting study. The created Minimal Spanning Tree in a data set of 48 contigous US State Capitals has 47 edges while in a network between stocks in financial markets establishing a representative Market Index like S&P 500 Index or where weights are edges with maximum distances or maximum possible degree of any vertex as Dow Jones which is a price weighted index where companies with higher stock prices have a greater influence on the Index Value, there had to be a correlation distribution of time series which had a power law distribution  ζ while the degree distribution of the time series eliminited non linearity following an exponential distribution with exponent δ and there would be a correlation distribution ρᵢⱼ and degree of correlation ρᵢₘ between degree k of individual stock i and market index M. Regardless of the Market, stocks were to be closely related to common factor in the market and the Market Index located around the center of the network between stocks while those weakly related outside. Applying chaos theory where financial markets are complex chaotic systems with both systemic and random components, trading in chaos assuming chaos entanglement the methods of noise reduction from exposure levels and compression for a random vector Y:f₀⊕ω as each ωₙ is random. The intensity of the signal on column vectors  representing velocity or position  and horizontal for specific transformations along frequency as volatility measure would assuming bond prices are last to change with lower volatility and slower changes is still a controversial technique.

Exploitative economic relationship with military might under colonialism and collecting taxes in the colonies to fund colonial expansion and with UK still playing an important role in the system of modern tax havens remained a sordid story.

The Agenda for Progressive Taxation of William Vickery while James Mirrelees argued about optimality of the taxes of disincentive effect the role of fiscal policy, tax design  and fair tax system was being noted in 1996 amidst the noticeable problems in the wealth creation, wealth accumulation free market and free trade ideas in a neo colonial setup. While Arthur Cecil Pigou, for ‘The Economics of Welfare'( 1920) never recieved a Award/Reward recognition nor did Wilfred Pareto but Kenneth J Arrow who got a recognition in 1972 develved in it and later the poverty study, social choice and social  welfare  with data from India by Amartya Sen in 1998. Legal obligation of the state in aligning economic policies with human rights norms was yet to become a focussed as the doctrine of social choice is not manipulated and voluntary.

The recognition of the work of Robert  A Mundell in 1999 for analyzing in terms of positive economics the monetary and fiscal policy under different exchange rates, reduced tax rates to encourage economic growth had the potential to decrease government revenue and increasing economic inequality. These ideas would be debated for years downward along with free market, free trade till the next round of Trade War.
While the award/ reward in 2012 it was for stability and market design to support neo colonial views purposefully ignoring manipulation of preferences and favouring the proposing side along with existence of alternative stable matchings. Idea of match markets and match making with search and matching for a mutually beneficial relationship taking microeconomic decision making of individuals to macroeconomic outcomes. The  matching function in reduction of a multi variable function to alignment matching pair of a production function does not explain how mₜ could become nₜ₁ when δ itself cannot be assigned a single fixed value. The award/reward in 1998 to Amartya Sen for social choice, welfare economics, famine ignoring power structures in economic development is blind to market failures and market design. Shared mental modes to technology and innovation in cognitive psychological perspective comparing mental modes for technology and innovations has implications for capability development. Shared mental modes have a confirmation bias in conflict and peace conditions, income inequalities seem not to be understood. Mr. Amartya Sen’s work is more a biased commentry and purpiseful misinterprtation of situations like famine which makes Great Bengal Famine during British Colonial rule as an infrastructural bottleneck does not distunguish superstructural  and substructural limitations and is definitely a result of neo colonial agenda being carried out. By 1999 static  version of economics was back with Robert Mundall focussed on macro economic policies in terms open / clused economies and criticized for failing to account for exchange rate of expectations  and ambiguity of optimum currency.In 2000 it was to Daniel McFadden for analyzing selective samples and to discrete choice  econometrics and empirical  observations without considering how the problem is srated and question framed, hence a scope senstivity and induced bias and James Heckman  extension of human capital ideas interested of early intervention  and shifting focus to early childhood without exploring  the business of education and human capital and how the stock of knowledge is used and learning as continuing process in pedagogy where students can construct questions and there is inquiry based learning where students decide course conttent in its idealized version of higher education.Education as an investment and to be used as a signal the inherent ability and productivity to potential employers leaves many unanswered questions.

There is a pattern in criticsm of the economic models chosen in the award/ reward system  and also a pattern in the choices made and acknowledgement. Realizing that the top down approach  of statictical mechanics  and data was leading to increased criticicism Heterodeskedacity for situations where the variance of the error term in regression model were not constant across all values of the independent variables and uneven scatter data indicating the models assumptions were easily being detected in invalid statistical  conclusions the urgent need for felt and met by Robert F Engle with conditional heteroskedasticity for modelling risk and market volatility and Clive Granger for non linear time series and a term was coined Granger causality test for causal relationship between variables without meeting fundamental requirement of causality of temporal precedence, macroscopic causality with continuity  and microscopic causality as strong or weak causality, relative simultaneity in transformation from one coordinate to another particularly  in hyperbolic geometry and covariance  in 2003 award/ reward. Stationary of data to be mistakenly taken with non stationary data in time series could display correlations without causal connection, cointegration refers to long term relationship where two or more time series have a stable and non random spread between them while correlation is short term relationship between variables which can be high even if there is no long term relationship. Stationarity implies temporarily immobile and fixed at a single location but could be moved later while static means unchanging in action and fixed in time. Fixed time intervals in time series, a time series can be continuous if observations are made at every moment in time or discrete if observation are made at seperate  specific times. Observation as noticing or witnessing something with the senses is a physical act is supposed to be objective while perception as interpreting and making sense of sensory information is a mental act and subjective. Absolute space and time, fixed orientation interval ∆ from time axis to position radius R both space and time could be dependent on reference frame’s motion. Absolute simultaneity  is concurrence in time at different locations in all frames of reference as agreed upon  but relativity of simultaneity an event that maybe simultaneous  with another event in a frame of reference maybe in past or future of that event in a different frame of reference. Geodesic notion becomes important. Time ordered correlations  have operators in strict chronological  order in contrast to out of time corrlations where operators can be applied in a non chronological sequences . A free energy landscape with unphysical dependence on choice of reaction coordinates would lack universal predictive ability. Reaction spontaneity, reaction path, transition state and energetics of micro systems, with lessened coordinates in analogy of molecular biology of bond strength, bond angles, dihedral angle and bond orientation order as slow coarse grained variables z(Γ) consistency in two description of equilibrium states by z and Γ as an invariance in stationarity. The dynamics needs to be stochastic as a starting point is defined. Covariance and Contravariance can now be considered while considering macro system and macro systems. Linearity in statistics as a straight line relationship between two variables, when a change in one variable corresponds to a proportional change on the other or expected value of sum of random variables is equal to the sum of their expected values equal is a fundamental assumption with constant rate of change for linear regression models. Non linear statistics has more complex curved patterns and traditional metrics R² and p value, risks in random steps with different inclines with lack of height and tread depths, and if they are random non flat steps with different inclines step skipping intervals or side and cross over steps but still has non elasticity in the steps. Non planarity and stiffness of the step with shear modulus of the resistance for how the surface deforms and anisotropy the random configurations in stochastic process is involved. Applications of statistical group one of the methods of formalizing group related time series patterns and interpretable primitives, and as an exercise in induction there is a conjecture of choice, which for two randomly chosen element of symmetry group Sₙ will generate Sₙ or Aₙ with asymptotic stability and maximum order of an element. If the element of Sₙ is chosen uniformly at random then the length of the cycle containing 1 is distributed uniformly and if two elements are chosen randomly then probability that these two elements generate Sₙ or Aₙ as Sₙ goes to 1 and n goes to infinity and m is a natural number( particularly spin statistics with symmetry and asymmetry through terms of integer and half integer spins in quantum statistics while classical statistics with thermodynamics as distinguishable particles over various n energy levels with thermodynamic equilibrium to determine the most probable distribution and the  actual number of particles amongst the energy of levels will be maximize the thermodynamic probability of the system. Idealized point particle with no size, shape internal structure is a context dependent simplification and point function depends on current state of the system not on the path taken to reach the state. Point function is single valued with exact differentials and the integral of a point function over a complete cycle is 0. Path functions are not point functions but depend on the process followed) in a statistical characterization of a symmetry group.

The 2004 version to Edward C Prescott and Finn E Kydland for understanding business cycle fluctuations did not make explicit statement  on the distinction between path functionas well as point function and understanding fiscal and monetary policy since the establishment of fiat currency backed by a promise to pay from the central bank and backing of precious metals being removed after going of the gold standard severe problem had arisen in the neo colonial system. There was a reliance on unproven large shocks to production technology as primary reason for downturns in the economy. To generate  the shock wave, the path function  had to describe the disturbance travelling faster than the local speed of the medium and the non linear shock which is abrupt jump in temoerature or pressure and partial differential  governing equations.Voluntary unemployment  and non identification of specific shocks, the model was not robust. It was not supposed to be market failures but inadequate response to exogenous  changes and structural reforms rather than intervention through discretionary fiscal or monetary policy in a shift in paradigm of wealth creation theory and supremacy of markets as the notion of money not only as a medium of exchange but also as a store of value whose sufficient scarcity was to be maintained and a store of information were changing.

The 2006 version of the award reward to Edmund Phelps about inter temporal tradeoffs in macroeconomic policy was also not in the energy landscape model, was not a robust and did not consider the inertia in the energy landscape in terms of frequency of waves which emerge due to disturbance of the field and which corresponds to higher energy and global potential and waves having a higher energy density. The energy landscape of a physical field is a multidimensional surface that represents the potential energy of the system for every possible configuration of its components. Hence, the Phelps model completely lacked a proper microeconomics foundation and could not explain the decline of economic dynamism.

The mechanism design of Eric Maskin,Leonid Hurwicz for adding incentive compatibility, with Roger Myeson for adding revelation( sudden insight) principle and extending it to Bayesian Nash Equilibrium game theory  with multipe suboptimal outcomes equilibria in 2007 showed faith in free market with voluntary exchange  and private property but was criticized for being overtly theoretical  and inadequate solutions for inequality. Mechanism design as a subfield in game theory works in reverse.It creates rules of the system as a game to achieve a desired outcome instead of analyzing the outcome of pre existing rules and aligning individual  incentives with a collective goal . As a reverse game theory it starts with goal objectives and desired outcomes to work backwards to design the rules instead of starting with the rules  and analyze potential  putcomes .This manipulation  techniques could be taken in a non benign manner and dominant strategy incentive compatibility, isoquant IS as all possible combinations of two inputs that produce the same level output while isocost line IL showing all combinations of the same two inputs that can be purchased at same total cost as economic logic requireme6 has been used as a justification in most of the literature on the subject lauding its wide applicability. Implentstion of social choice rules and outcome goals again model was sought to be explained with two consumer example in mecahism design. Presence of twisted social functions have conflict in social  choice rules and intensity of preferences make a difference. Other symmetries needed to be considered in an energy landscape models. For a practical application the consideration  whether whether the power dynamics actually lets the preferences be expressed and outcomes do not impact unequally due to social inequality. Whether those trapped in sub optimal outcomes  in a collective δ( infinitely small changes approaching 0 ) in an energy band as delta ∆ finite measurable  change  can escape it with operation t*, is also to be answered in stable societies. The cost function landscape in global optimization in microstate to macrostate in terms of political preferences as actual realization according to social principles according to formulated rules for process in business, society and living world. Social fitness of different groups and individuals, the graph partitioning assuming free markets with voluntary exchange and private property gets distorted easily in a free trade model into colonial and neocolonial views in pure wealth creation and wealth accumulation model under military and political pressure.

By 2009 it was clear that an emphasis on institutions were necessary. Oliver E Williamson  on Economic Institutions of Capitalism, Firms, Markets and Relational Contracting brought in transaction costs and Elinor Ostrom for management of shared natural resources without government intervention or privatization by local communities in participatory decision making. Though real time data in transaction costs are not avaliable in a public private dilemma and efficiency  based hierarchy dichotomy it could not explain complex systems and oversimplication occurred. Asset specificity and oversimplification was the criticism whike the work of Ostrom was considered too complex. Criticsm appears as easy as getting mesmerized in praising reflecting a lack of consensus  on economics in its current state. There had been no scope for Econophysics and stochastic energy landscape ideas in the scenario.

In 2010 recognition  of work of Peter Diamond, Dale Mortensen and Christopher Pissarides lay in finding a justification of primacy of markets and imperfections or frictions in real world scenario, even buyers and sellers agree on a price it may not be sufficient  for immediate trade as both buyers and sellers might need to invest in costly search process to locate a proper partner to enter into a transaction  instead of waiting for better trading options.

  The year 2011 to Thomas J Sargent and Chrisoper A Sims for tools to analyze macroeconomics and monetary policy, it was a divine guiding light shining on Riks Bank. Forward looking decisions are debatable with rational agents which could have non trivial effects and possibility of incomplete information. Policy evaluation and different interpretations of expectations whose errors would cancel out and how to find rational expectations  with attendant problems of time series data and time series economics. Statistical  estimators or educated guess the exact rule or formula of the estimator which is consistent and efficient and whether it is point estimator, or uses method of moments with expected values of powers of the random variable for tractable solutions in a stochastic process , or an interval estimator to make the estimate had to be more explicit. Data anamolies and their manifestations in different types and sub types of deviations from the general pattern of the data  could be for  individual  instances as data points and domain specific variables which requires reference to the functional data structures as looking at time series for income, spatial data in terms of a set of coordinates as population  density or utility infrastructure and both types of data set amidst noise as aggregates which allows data and perspective to be transformed with static entities in time related events, single cases and grouped events* enhanced noise) the concept of anamoly has five dimensions as data type,cardinality of relationship,anamoly level, data structure and data distribution. Diffusion model in spatio temporal Intertemporal/ intermittent time series fevolves around the idea that the observations value is dependent upon its past value or spare parts demand or sales of high value luxury goods.  Intertemporal substitutions and similarities give rise to anamolirs in decision making under uncertainty with expected utilities and economic actions with delayed consequences. Use of geometric normalization  provides a common coordinate  frame to intertemporal data by adjusting  data accoss a standard scale across time periods to the intempral data time series which had varying amplitudes, means and other offsets. A geometric normalization for point cloud to put a point in perpendicular  on patches of minimum domain size where matches are searched could give diffeomorphism of the plane with an irrational elliptic fixed  point at 0 instead of classical formalizations of a special case which preserves foliation of circles centered at 0.There is a divergence for the geometric normalization which makes invariant foliation non existent. The Sveriges Riksbank Prize in Economics of 2012 was given to Alvin E Roth and Lloyd S Shapley for some sort of stable allocation and practise of market design.The years selections appeared to have been widely praised for its life saving applications specifically in matching organ donors with patients or school matching or dating algorithms was criticized for its application to human organ trade particularly kidney transplant. The maths used and ethical criticsm remained as Mr. Roth tried to circumvent the illegal and unethical sale of human organs. Using algorithm matching globally inadvertently opening to cross border human organ trade  and cross border exploitation blurred voluntary altruism. The global human irgan trade had become a million dollar illicit industry and there was an economic disparity between who pays and who recieves. The most commonly trafficked human organ was the Kidney followed by Liver leading to transplant tourism. Commercial organ trade was illegal in almost every country and wealthy patients from developed countries travelled to developing countries to bypass legal hurdles and lengthy national transplant waiting lists. Unlike labor and sex trafficking the human organ trafficking require a sophisticated infrastructure of medical professionals,health care facilities and logistics involving private hospitals, criminal Networks and brokers. The criticsm veered around ot a Public Relations Coup for elevating social sciences to the status of hard science like physics and chamistry. whike the matching system were mathematically stable but did not solve systemic inequalities.

In 2013 it was the view of a risk free rate ( which probably does not exist) and asset price of financial economics and financial market structure( design) originating during the colonial period. Non consideration of Random Non Linear Elastic Steps at differing inclines with random configurations bring in a stochastic process. Surgical simulation is difficult in medical field just as in Monte Carlo  simulations in financial economics. Eugene Fama, Lars Peter Hansen and Robert J Shiller kept the argument limited to asset pricing, market volatility and investor irrationality and a less strict market efficiency. The efficient market hypothesis of financial markets as proposed by Eugene Fama while Robert Shiller gave a counter arument to efficient market hypothesis focusing on investors irrational behaviour appeared to be contradictory. Risk free rate in finance has two concepts proposed in Journal of Finance of May 1970 that there  are three types of efficiency as (1) strong form where all information sets including private information are included, (2) semi strong form where public  information such as companies disclosures and(3) weak efficiency information set is only historical prices. This cannot be rejected without rejection of market equilibrium and it has to be tested with expected returns. Objections to it arise in the idealized dynamic general equilibrium solutions in conservative and non conservative fields. The idea of an equilibrium manifold as geometrical space of all valid prices where market clearances in a general equilibrium  model, the equilibrium manifold / stable/unstable manifolds the trajectories are near a hyperbolic fixed point as δ>0. This is a static concept in policy context with continous preference relation or correspondence on compact topological space . While physical dynamic general equilibrium it is a point around a point of balance or a sort of temporary equilibrium. The form/ structure metrics it involves metric tensor or metric structures mostly modelled with a compatible  Riemannian structure, an almost complex structure and their subsets as symplectic structure in cotangent bundles of manifolds  in smooth even dimensional space with scalar plurisubharmonic potential function ∂∂`lemma where h and g are holomorphic functions . These conditions  become an abstraction which is unrealistic. Embidied bounded rationality in Extended Neural Networks Neuroeconomics due network components and finite computational resources with restricted transmission channels the weight space regularization rules had to be formulated.

The 2014 award/ reward to Jean Tirole on industrial organization game theory and regulation of economic activity so that it does not hinder innovation still maintain its rules outside the neural network formulations. The government had to have no self interest and collective decisions mysteriously became more rational than individual decisions which made the assumptions invalid.The year 2015 to Augustus Deaton  was again some kind of poverty theory ( coincidentally the data was claimed to be on India published in 2009 after Chandryaan 1 in 2008) and health, well being and inequality in benefits from increased national income, his earlier study of consumption was to be called a paradox was sought to be shown as shocks in income do not cause equally large shock in consumption using statistical data and data anomalies, deviations and outliers. Definitely more studies had to be carried out for inclusive neo colonialism why India was interested in space instead of not looking after the poor. In 2016 contract theory recieved their benign attention.Though effectiveness of contractual relations in terms of marginal costs and marginal gains existed in works by others from earlier, optimal contracts, the economy being a nexus of contracts, from importance of property rights in Adam Smith  to relations of production of Marx, in the exchange economy model the contract design and method of verification   Oliver Hart and Bengt Holmstrom, had oversimplified in their version with assymetry of information model in terms of mechanics design the complexity and power dynamics. The year in 2017 it was an indulgent paternalistic manipulative view stemming in Behavioral Economics of Nudging. Whether the manipulation function is benign or not and the stretching/compressing is vertical or horizontal was not stated.

The 2018 view with linear damage functions assuming a gradual smooth damage held only a part of the reality and non linear damage functions which cause abrupt changes in climate or the social ecological concerns beyond. Relying on quadratic damage functions effectively smooth manageable  economic losses excluding shocks like ecosystem collapse would be like an excuse for delaying aggresive timelines by developed countries and shufting the blame to developing countries. This was taking a view on developing countries and industrialization attempts to take the blame or those with large GDP with large manufacturing activity to take the blame or impose Carbon tax in terms of temperature targets decided, these carbon taxes if not designed property effect the poor people disproportionately. Validation of neo classical market models by such  recognitions could be criticized on many other grounds. Quadratic functions using flat 2D parabolas while spherical functions in 3D curves and wav functions. Quadratic damage functions in continuum mechanics lack the spherical damage functions with stress concentration around spherical inclusion and burst points with geometric degradation. As such both parabolic and hyperbolic jnequalities should have been used to solve the equations. At least the issue of global warming was raised. Theory of agency in Behavioral  Economics  depends both on quantum coherence and classical physical states in decoherence in deliberation and reliable decision making with stable and copyable information for preferred bases and act of choosing. The mysterious greater rationality  of collective decisions as compared to individual  decision making could a manipulation in terms of ensensebles  and statistical mechanics.

In 2019 it was business model of poverty alleviation and laboratory methods( coincidentally to husband wife team Abhijit Vinayak Bannerjee and Esther Dufflo for poverty study with data from India, Their so cslled extremely influential book “Poor Economics( 2011: Public Affairs” focussed on individual choices ignoring deeper, systemic causes of poverty in terms of power dynamics that sustains poverty rather than eliminate it for specific political gains or economic interests, to create voter dependency through welfare programmes for immediate hardship and trap voters in dependency for maintaining political loyalty facilitating elite takeover and control of resource.Other systemic inequality were also ignored. His heading West Bengal’s Global Advisory Board during Covid 19 pandemic and essay in major newspaper on Durgo Pujo in September 2020  on state funding and financial support by West Bengal Government of community festivals to create voters dependency could not be tsken lightly. The Academy’ choice seemed to be prompte more by much publicized Chandrayaan 2 launch in 2019 and the world had to be reminded that India was wrongly interested in space instead of working for its poor). Sudden concern for global  poverty and the urgency for understanding of changed aspirations particularly in ex colonies in the framework of wealth creation and profit generation in judging under uncertainty, risk and expectations  models the bottom up model of behavioral economics or top down approach of statistical mechanics and econometric methods were deployed.

Part of the neo colonial agenda the motivation  of this Scandinavian Academy was clear in the emotional connect of Bristish with Jewel in the Crown and entry through Bengal with early trading post and Bengali affinity of Tagore,Sen or Bannerjee.Monopolistic and Restrictive Trade Practises under the colonial rule system where colonial trading countries prioritized their own interests and dismantled indigenous industries while suppressing local competition and monopolized with military poser, took control of production and distribution was a real world scenario.Assumption of perfect market with numerous buyers and sellers, the producers has self identical products and are price takers, with free entry snd exist firms, no barriers to entry and perfect information for both buyers and sellers about products and prices is purely a theoretical base and not suitable to be used as a base except with a remote semblance to purely agricultural economy with numerous small petty farmers with identical agricultural products with little longevity. While in 2020 for understanding auction formats, 2021 to statistical methods and the local treatment effect in terms of labour economics. 2023 it was the gender justice being met in neo colonial system. Control groups and non control groups empirical studies examining difference between differences statistical techniques of studying historical economic events of the neo colonial view brought attention to a study by Elena Esposito which did not receive the prize that malaria prone ecological are suitable for its transmission experienced a greater share increase of enslaved Africans. Inclusive Colonialism and integration in the global economy and power dynamics rather than exclusionary  colonialism being carried over in the institutions created in the colonial period into the post colonialism phase and the view in 2024 made little attempt to address the issue. Economic dependency creation, technological disparities with control and  development of new technologies, a cultural imposition was purposefully ignored. The 2024 Economics award selection became one of the most criticised for intentionally underplaying the brutality of colonialism and also for exclusive and inclusive institutions created by colonial powers as disconnected from each other. The award and reward system had its market advantage and strategic advantage through a secretive system.

In 2025  it was given to persons by the name Phillipe Aghion , Peter Howitt for mechanics of innovation driven sustained economic growth and Joel Mokyr for technological progress and shift from prescriptive geometry to understanding inner mechanism, thus, bringing deliberate investment( where the funds for deliberate investment came from being considered irrelevant, whether it was a part of colonial market design of destroying the already existing manufacturing sector in the colonies and turning them into a source of raw material and a captured market for the produce of these innovations eas also irrelevant)  seemed to understand innovation and creative destruction, the long wave business cycles linked to technological innvoation ( Kondratieff cycles) and other types of  business cycle and it’s phases with overall economic activity or those  driven by fluctuations of employment, income and production or those by  growth rate above or below the potential rate the key determinant of achiral flow which has the presence of a plane of symmetry  or chiral flow which has an axis of n fold symmetry on a rotational plane but not an internal plane or center of symmetry is not clarified. Complentarity and substitutability of older products when new products  entered the market without considering in details what drives innovation internally and the need for it.Criticism of emphasis on culture and market for ideas overemphasizes elite intellectual factors and insufficient integration of insitutional and material explanations in culture of growth as even in Europe it took shape earlier in countries with larger colonial markets and control over them particularly  in absence of articulated scientific theories making it difficult to be empirically tested. Absence of axioms of incompleteness rather Godel’s Incompleteness Theorm about logic and stepping out of system claiming consitency to verify it. A system cannot prove its own consistency. There will always be statements within the system that are true but cannot be proved or disproved from its axioms.

There maybe a generalized view , as in 2025 version of business cycles as being governed only by creative destruction in a static model of Karl Marx or competitive dynamics of expansion, contraction and p trough. destruction in dynamic  competitive technological  design of creating order from chaos in its strategic application and how production  functions are refined in the system. A refined production function is also an accumulation of points, its polarization, extraction. Its external effects is user centric when process oriented while it’s effect in product replacement with a product design through price mechanism has improving skill, collaboration and critical thinking making the losses of older product being phased out irrelevant. Time Space Compression as result of technological innovation with global expansion of capital as altering their qualities in Grundrisse( unfinished manuscript of Foundations of Critique of Political Economy,1939-1942,1973 )  annhilation of space by time and capital with value in motion as social knowledge becomes a force along with circulation process and a single continous fow of value has to be read with Economic and Philosophic Manuscripts (1844)  and idea of alienation. Creative Destruction was first as an economic concept was first described by Joseph Schumpeter( Capitalism, Socialism and Democracy 1942) who rejected the idea of Marx that creative destructive forces would eventually cause the demise of Capitalism, where new products replace old products  in dynamic competition rather than static competition and market concentration in endogenous growth theory. It was discussed by Werner Sombari in Social Context ( War and Capitalism 1913) earlier. Joseph Schumpeter never won the Nobel Prize.  The idea of dynamic competition oversimplified  as other firms perfectly observe competitors actions on how innovation is modelled as long term and a repeated game theory is applied. For shorter periods than sharp changes in event rate ( estimator) of historical data it has to be clearly visible in the present data. It was to be understood in terms accumulation of anomalies to an extent that it creates a crisis, then a new idea crushes old ideas. A final goods production Y is put typically with Cobb Douglas function of input output Q= B*LᵃˣKᵇ where Q is total output,L labour productivity, K capital and B* total factor productivity, a, b are output elasticities ( mostly two factor model) Y = LT¹⁻⁽ᵃᵋₑ ⁾∫₀ᴬ ( Aᵢxᵢ)⁽ᵃᵋₑ⁾ dᵢ,and λ=φ(R) with φ(R) being concave function there is quality improvemen Aₜ₊₁ =Yₜ₊₁ and resource constraint N =xᵢ +ηᵢ, research rate ηᵢ and innovation rate μₜ  in the so called innovation model of creative destruction, but the process equation by which α=(ᵃᵋₑ) is not explicitly explained and when chaos is introduced in the process equation Aₖ₊₁+ Aₖ+g Sin(Aₖ) which complicates the issue along with absence of colonial market structure. Horizontal and vertical integration in competitive conditions also needs a clarification. Optimal integration strategy under seperation of ownership and control in terms of different  control regulations where vertical strategies maybe appropriate for substitute markets  and horizontal strategies in complimentary markets are moderated by market structure. Innovation without social perspective of inclusion which 2025 hyped recognition misses out is serious. Inclusion topological maps are embeddings as substructure closed under x *y. Induced residual stress and irregular geometry in non ellipsoidal inclusion as toroidal, helical or cross section gear shape( relevant in social engineering of econophysics in network analysis to mitigate risks and vulnerability data driven decisions of Human Rights Economics and forecasting with path dependent models with path functiin ∆U at constant volume ∆U=.q and constant pressure ∆U=q+w for the state function.

Things become complex in the energy landscape model with analaogy from biological molecular relationship between input, ouput and vibrational levels around how molecules absorb, transfer and respond to energy and process equations drive chemical reactions, cellular signalling and conformatational changes in bio molecules, thus, intramolecular vibrational ( out of plane,on plane, stretching bending) energy redistribution between different bonds and function groups within a single molecule which is not random is dependent on length( effected by stretching and bending with or without thickness stretching ) and nature of bond chain. Peak intensities and frequency, the transfer and dissipation of  vibrational energy produces a range of measurable outputs causing subtle structural shifts. Molecular vibrations are intrinsic due to thermal energy while pressure modifies the physical state by making the lipid membrane  become more rightly packed decreasing fluidity  thus effect existing  intrinsic molecular vibration similar to decreasing temperature ∆Vₘ/∆Sₙ. Swelling hexagons without void formation. (The bonding in economic systems or economic interdependence particularly through trade in golbalized economy while increasing efficiency and growth amidst diversification of markets and resources has negative effects as increased vulnerability to external shocks, loss of economic autonomy and inequality. Autarky is a term for closed economy for self sufficiency. Absorption is more or less  total Absorption C+I+ G and Production Y, the Balance of Trade Y – ( C+I+ G). A Vibrant Economy would have structural shifts to these innovations which contradicts creative destruction version promoted by the award/ reward setup from Sewden. The Soviet Union, Nazi Germany, and contemporary North Korea has practised some sort of Autarky. Calculating opportunity costs on basis of autarky or other methods is not limited to financial costs and includes explicit and explicit costs and is crucial for decision making keeping in view scarcity and choice amidst social coordination processes and types of  intervention. Gross injustice to Schumpeter may have occurred inadvertently while trying to justify government intervention. Yet it’s bias towards over simplification makes it only support the Illusion and there are more Delusions. The 2025 award/ reward could be interpreted as an acceptance of an Economic Crisis and a loss of Western Dominance amidst a delusion about benefit to mankind.

Neither Switzerland, Sweden, USA or UK show any accelerated economic growth rate of the economy due to ranks in Global Innovation Index or sustained growth rate endogenously.  Nor is there is such perfect information. where attention is a limited cognitive resource. Invention is not the same as innovation . Ignoring external markets a vibrant used goods second hand goods market in the market design with a regional and income disparities providing potential consumers the creative destruction by newer products can passed of to imported goods and a sustained growth with funds for directed investment for innovation in situations with no requirement of military conflict and strategic chaos is apparent in data available in India.

Scaling of the innovation and the ecosystem wirh its cultural nuances, cultural traits and not just the product is relevant. The methodological tool with assoctiavity and the Auxetic  Geometry problem which emerges in geometrical continuity has to be considered. Stochastic fractionals being involved and a stochastic process making the stochastic genus surface featureless amidst the loss of functionality of even well defined functions, there is entropy in historical data.  A historical data with event rate estimator does have identifiable sharp changes only at very long intervals. Then identifying patterns in market clearance models of general equilibrium where entropy of a closed system is 0 has to give way due to reversible and irreversible process. The quantification of paradox with diagonal arguments when a paradox of measurement already exists, inter-substitutability and in reference to statistical data a trend which may appear in several groups but vanish when the groups are combined in growing redundancy of groups particularly in frequency based causal relations is either a misuse of statistics or maybe a result of the way the data is stratified or grouped. Using historical data with an event rate estimator does give a method of control of the hallucinatory effect of historical data due to loss and hidden geometry as well as the stochastic process converting the genus stochastic surface into a featureless surface. Variables which appear to have positive correlation may in fact have negative correlation actually reveal presence of redundant groups. Borrowing or incorporating ideas older or newer is not sufficient. The inherent inertia and momentum of the deciphered geometry of the technology and its rigidity towards modifications and innovation  with newer ideas, the underlying  geometry may not be replaced. It did point out the issue that India was only at 38 rank on Global Innovation Index 2025 despite being 4 th largest economy and China had found a place in Top 10 despite being the 2 nd largest Economy. Although the ranks had improved commercial viability of the patents remained untested. Switzerland was at No. 1 in the Global Innovation Index, Sweden at No. 2 and USA at No. 3 and UK at No. 4. Technological fragmentation  was creating an increased limitation on the extractive nature of the refined production function.The economic decline of Eurozone and USA dominated system had still not been comprehended. Inability to come to terms with the growing capabilities and expectations of those not the Eurozone in a lack of institutional flexibility, the downward spiral of the economic influence of the West was perceptible. The loss in western dominance and competitive edge the warning by IMF chief in terms of highest number of companies by market capitalization being in USA and Europe and yet the sluggish growth and 2025 awards for creative destruction has to be seen as acceptance of failure.

The Banking system under the neo colonial system received attention in 2022 in the Scandinavian academic concern. Thr award) reward system was acrivated.As global banking became more fragmented increasing stress and integrating them into the neo colonial globalization became a problem. Banking under uncertainty  raised new challenges and opportunities. Bank risks had increased as unpredictable environment and impacted banking operations,  robust risk management with compliance risks,  increased borrower defaults, credit risks, fluctuations in market conditions, liquidity risks, operational risks through failures in internal processes. In Europe between 2022- 2023₂he Suisse Bank failure ,Sberbank failure and 2022-25 in USA of Silicon Valley Bank, Signature Bank, First Republic Bank, Heartland Tri State Bank, Citizens Bank, The First National Bank of Lindsay , Pulaski Savings Bank, The Santa Anna National Bank .The modern banking system was imposed on colonies to strengthen resource extraction, to find cheaper money for colonial governance. It provided an infrastructure for exploitation by their exclusionary policy and schemes for microfinance which found support western view point had their own methods of extraction through interest on the loan. A recurrent criticism of this Academy as having weaponized an award for promoting  a particular ideology by state level manipulation under secrecy involved making selection to control the narrative, points out the legitimacy crisis of such academies as the Swedish Academy. The perception inside this Academy was that unnecessary criticism of the immune Nobel Prize system of neo colonialism as being some sort of agent for publicity and propaganda for American views  was leftist sentiment and being anti establishment. The politicized Nobel Peace Prize and the performance of its winners like Obama Barack in terms of metrics of economic growth, GDP, inflation , interest rates, unemployment rate, national debt management, corporate profit levels, oil prices, stock market performance during his tenure and comparing it with predecessors or successors could hardly qualify for ranking as another example  of Md. Yunus in Bangladesh would have to be noticed and the extent of radicalization of politics.

Some relevant ideas to bring it to the ensemble level of statistical mechanics the inherent mechanics needs to be examined.Constituent parts of an object as is mass is a quantitative measure of inertia. It also means resistance that a body of matter to change in speed or position upon application of a force. Constraining many body dynamics in space range and  localization  in dynamics of driven quantum systems or effective( quasi) stationary states in wave field behaviour, periodicity with relevant geometric features and elastic properties inside bodies as quantum matter mostly in terms of state of matter and phases is the field version. Tbe contemporary view that enigmatic material manifestation arises from random and temporary change in amount of energy ( sometimes called vaccum fluctuation)  fluctuations in the underlying quantum fields  as particles are a quantum of the underlying field  but have an effective range of values. Quantum topology and orientability of spin surfaces with quantum coherence in study of behaviour of systems could yield certain insights. Spherization as with surfaces of equal possibility ( probability), equal charge and pure states surface ( quantum) sphere in spherical geometry, m- e-m brane structure and e= mcⁿ where cⁿ is conditional confinement of energy of observables pose a problem. In spherical waves whose amplitude decreases as emitted from a point source. origin of constant randomly developing geometric invariance in symmetry with entropy stability and becoming immutable has been debated for long. The plane wave is a constant frequency wave whose wave front ( surfaces of constant phase) are infinite parallel planes of constant peak to peak amplitude  normal to the phase velocity vector ( phys.libretexts.org). The pole continuum, arithmetic continuum, geometric continuum, number continuum with surreal numbers ( least likely / most likely) with continuous/ discrete differentiability, complex planes are the available tools. Viscosity of space- time as continuum in quantum fluids and probability flows and quantum bubbles have been discussed.Deformations of the sphere and measurement of the deformational retract is an issue.It is said that the overhyped quantum theory bubble may burst due to overstated promises. Observability and measurability without any universal existential quantifier and removal second quantification does have an alternative interpretation of the dynamics of fields particularly in fringe ideas and edge models of continuous resonances with broken time symmetries. Cyclotron resonance gaps and isotropic resonances ascribed to holes, transmission spectrum is shifted as radius of hole is increased. X ray pulse with six simultaneous holes describing spectra of photon energies and charge states of atoms by redefining particle wave relationship hybridization in non linear light matter interaction. Physicalism of solid with tight packing and vibration around fixed points, liquids as less closely packed and molecules sliding past each other to take the shape of container and gas with molecules widely spaced with molecules moving freely and randomly view has lead to finding new states of matter. The psychological continuum, psychological complex plane, pure mental states and pure consciousness states spheres arise by analogy and biological surfaces which serve as interface between organism and environment, cerebral cortex is the outer covering of the cerebral hemisphere folded into peaks called gyri and grooves called sulcus. Constituents, organization and processes of the brain action modified by bodily constitution  varies even in normal states in each individual and also at different periods of life in the same individual.A psychotic breakdown that triggers symptoms  of psychosis and loosing sense of reality even though bodily constitution remains.

Constitution as body of a socio political stage, constitutionalism has come to a stage of ignoring realism and being  twisted,erudite and scholarly .Constitutionalism is the control of power by its seperation and distribution such that each organ is subject to reciprocal controls.Power dynamics that could limit people’s freedom, capabilities and socio economic development in the cultural setup, gender and socio political inequalities, economic deprivation  specifically in Indian context could be the trajectories in Indian Jurisprudence.Mass participation in it’s politics, democracy and constitutionalism share the primacy they accord to will of the people in contemporary views. Breakdown of Constitutional machinery itself is an emergency condition.Inappropriate incorporation of post modern views of natural sciences paradigm in social sciences has stirred a debate. Divergent views on constitutionalism veer around views that interpretation of western liberalism is tainted as opposed to those who hold that human rights are not negotiable under any circumstances. Human judges occupy a key position in public policy decisions.Policy inertia given the institutional flexibility parameter and the equilibrium behavior of policy makers has to improve market efficiency in Econophysics. Policy Paralysis is more  neuro-economics. Institutional flexibility and particularly status quoist institutions like the judiciary in India needed attention.

Judging the judges who had been given the legitimized power to judge individual, institutional and social acts takes partisan stands as per expediency. In studies of judicial behavior individual preference theory and neutrality are key issues.There is psychosis involved.Indian jurisprudence when dealing with first principles and legal philosophy lacks originality and recent times has been said to have lost touch with reality. The elite capture of institutions had to be met with equalitarianism and questioning oligarchic setup in the neo colonial  mechanism. Whatever the nature of the institution bulit by colonizers in the regions under colonial control whether extractive/ exploitative or inclusive would be irrelevant as it would institutional flexibility and adaptability which are crucial.

Social sciences had by and large held neo classical views and tradition of claims and counter claims with multiplicity of paradigms. Notions of mutatis mutandis implying necessary changes having been made to account different situations without the main point being changed being invoked. Coming together of quantum economics and neuroeconomics in existential economics of the polity shows mass psychosis in its delusions and disorganized thinking with limitations of nationalism which is stressed in globalization. Severely criticized for obscurantist appropriation of contemporary views of something called hard science and it’s authority, the approach is here to stay. The first change is in terms of viewing economics as a science of scarcity to science of money based exchanges akin to exchange on quantum mechanics is suggested by many. Superposition, entanglement and mental state is rather the first change in view. The second change in view is that there is nothing called hard science as such which has authority which cannot be defied.Public policy on science needs to be clearly stated.Legitimacy of  authority of science in terms of technology implies a change in view about technology itself. Technology  gives individuals more control over their lives and existence having utility in different processes. Hence, increasing capability and altering beliefs when integrated in the society.

Invoking ceteris paribus which broadly implies all other things being equal to examine the effect of one variable on another economic modeling is done on importation of ideas from quantum mechanics and applying neurological base of behaviour. Then the view on self constraint and self consistency in economic behavior has to change as per the operator mathematics. The δEψ'(xkζ’) on the complex  k plane   radiance field in arbitrary dimensional scenario, on rotational symmetry𝓁 ordering effects time independent stationarity, but the delta spike in neuronal firing in contrast in neural radiance field is the slowest high amplitude oscillation with K complex wave formulations required in memory consolidation in REM sleep δ brain wave as waves are a field pattern. The plane in conscious and sub conscious experience emphasizes the mental state. The Oedipus complex and pre puberty trauma of structured psychoanalysis is not the explanation ( The Interpretation of Dreams, Sigmund Freud) but the  experienced existential stress, the impermanence and illusory nature of perceived reality. Puberty itself causes physiological and hormonal changes in the and its reference frame changes.The adolescent experience and dynamics of transference has been studied by many.

The scientific ideas maturing and undergoing trauma and undergoing cultural psychological stress and cultural shocks similarly need a closer look.Over simplified supply and demand theory with unrealistic assumptions of perfect competition and it’s modifications as effective demand and effective supply or aggregate demand and aggregate and existence of an idealized general equilibrium gives way stability, stability and sensitivity renormalization in chiral flow model and viscosity of demand units to money, genus utility surfaces and inertial and non inertial motion of non extensive thermodynamics of Econophysics and extended neural networks and chaos entanglement and trends towards equilibrium. Constants randomly generated, information density and probability conservation. Random Order generated demand and Supply as optimal order with all permutations there is inventory in supply chains as  optimal order supply  model in an exponential terms, the curves are thicker lines and enclose an area and in 3D a volume space at intersection as cluster of points, price realization as kinetic and actualization from potential occur with interaction between them generating a force in energy spread with information density being of consequence for price stability in dynamic price model. The dynamic price generates its own analogy of electric and magnetic field and interacting with the static price with its attraction and repulsion which on interaction with dynamic price generates chaos again and an analogy of photon release occurs. Static supply and demand need not be rejected outright due to unrealistic assumptions of perfect competition outright.

A decipherable geometry emerging from. energy flows and laws of conservation and conservation  of information  form the basis of contemporary methodology.Continuum as energy level groups or energy bands with negligible energy gaps there arises notions of bound states.The continuum state could be considered a free state not a part of quantum system with only discrete values of energy system being accessible. Quantum geometry put in terms of differential forms expressing quantum states with a wedge product 〈χ|ψ 〉=∫χ*ψ dxⁿ1⋀ or dx1⋀ dx2⋀dx3 with overlap integral.The partial conjunction of the caret symbol in a cylindrical wedge cut from a cylinder is of special interest with transformed x-z plane along with higher dimensional boxes. Probability flows and extended quantum mechanics at macro levels was observed in super fluidity and super conductivity. Conservation of probabilities is an addition to existing physical laws of conservation. Entanglement entropy is analogous to thermodynamic entropy. Lack of definite quantum state due to possible entanglement to create substitute there were relevant probabilities in sphere of all probabilities. Microstates with measure of uncertainty as W possible microstates with probabilities ( p1…pw) satisfies Σpi=1 and classical entropy S is between 0 ≤S≤K in W. Basis dependent of classical entropy is bypassed for the trace which is basis independent and there is eigen basis p^n for eigenvalues between 0 and 1.Lower bound is pure is no entanglement and upper bound is density operator and pj = 1/d for all j = 1…d.Subjectivity in probability was an addition particularly when objective probability is insufficient to explain some synchronizations and coincidences become become part of rational cognition.

Consumption and conversion of energy theme runs through contemporary scientific literature and Ecosystem.Economic consumption/ production would be in terms of both time independent stationarity flows and time dependent dynamic flows at micro level and mutually symmetric polygon on world sheet or mutually symmetric polyhedron in 3D as macro linear summations using the cusp condition ∂Rr/∂r nearly equalling ∇ⁿ for value n=1,2.. in nearly geometrical continuity as required. The subtle differences between perpendicular as being at 90°, orthogonal implying the intersection point of lines being at 90° and normal when line makes perpendicular angle to the surface or some tangent on 2D plane) orthonormal being intersection on surface or curve( on tangent to it) being at 90° with the π effect gives the need for constants.The  ℏ derived from left side from the geometry of fine structure constant ( Appendix LL.B) as a horizontally twisted truncated cone has surface area sA for r1, r2 with only a π effect with a conoid on the right ending ( coincidentally shaped like the hypothalamus which is paired structure  ζ ( 2)  which is akin to golden ratio and this is where quantum memory forms when there is also an up down rotation and hippocampus curvature)at δ1 on time independent stationarity flows. This is akin to silver ratio δS=1+√2.It serves as a stressed second constant ( By consent amongst the physical theorists something akin is derived differently as Planck’s constant, and an energy configuration arising in vaccum in dumbbell shape in contemporary scientific literature) and can be considered a valid constant. Besides nucleic acids there are amino acids which form proteins. Both were essential for functions of cells. Neuronal spiking with gamma oscillations in an over ring hypothesis to excitatory input to cortical pyramidal cells( particulate are trapped in asymptotic stationarity) and it’s correlation stimuli at amplitudes has been used in many studies with an assumed g atom. Taken below molecular levels to atomic level in trace and folds in hypothetical equal probability/ charge sphere through g to give gamma phase coding,δ functions gγ( t) as γ also sets parameters ( s, u,ω,φ) in approximate atom localization and local clustering such that there is neuronal circuit at molecular level * operation in quotient field K in overing D. The identified electromagnetic, gravitational, weak and strong nuclear forces were also based on extensive use of analogies. Like the colour spectrum of electromagnetic force and red, blue green colour quarks in quark gluon plasma of strong nuclear force and net colour charge be conserved to maintain the overall colour balance of the system.The retrace from atomic level to molecular levels the conformalism and foldings in proteins concentration differing between anatomical regions in CNS and the neural cells also secreting unique reportoire of proteins in extracellular matrix for signalling and adhesion molecules would be of importance. At molecular levels stoichiometric synthetic biology and membranes was a technological breakthrough. Ongoing levels protein synthesis in both axon and dendrites driven by dendrite forms of synaptic plasticity within presynaptic axon termina and dendritic compartments had been examined( brain. mpg. de).Markers  are neuron specific nuclear binding proteins and intermediate neurofilament proteins. The physical gamma globulins are different and studied in a different context in a process of seperating proteins based on their physical properties called electrophoresis. 3D structure of proteins atomic structure on the wavelength of light in its helices, sheets and turns  and time dependant flows taking upto a cluster of neurons through the over ring where protein is translated in response to neurotransmitter activation and cognitive performance. The gamma brain wave as rhythm or wave patterns in neurological functions and their range 30-80 Hertz are the fastest and associated with high levels of thoughts of focus. But this does not suggest that internal universe analogy has any reflexively to the external physical universe. Synthetic Biology had reached a stage where it could change things.

Scientific theories need economic support for testing and expected gains from the increase in knowledge plays a role. Overruling the objections to extending such concepts to economics is difficult. But analogies to some other notions are useful and mental continuum of order disorder and the psychological continuum in which specialization and disciplinary separations appear has to be clearly understood. The psycho sphere has subjective probabilities when superpositioned on the ecosphere and ecological rationality has levels of coincidences. Pure coincidences include synchronicity and serendipity as synchronicity by chance( Psychology Today 2021) . Chance does not have obviousness like experimental probability but can be expressed in terms of probability and taking a chance infers an element of risk with a probability of failure, often opportunity as an opening in closed objective probability sphere when dealing with space like, time like and light like and introducing probability sphere along with torus in hour glass geometry. .

When ecological rationality is the issue, many views change. Economics is no more about scarcity and allocations but about efficiency, lowest energy stated and synchronisation.  Ceteris Paribus clauses as holding other things equal or all else being equal is merely controlling the effect of other variables in economic models. It helps in transforming  the social science to what is termed hard science by many by creating an imaginary system of rules. Mutatis mutandis implies that all factors are allowed to vary. Lack of  physical constants or quantities with a universal fixed values arguments that inherent initial value problem persists even in these so called hard sciences and universe itself begins with quantum fluctuations and transformations provide values and constants particularly of proportionality.

The immutability of  the constants and the reason to believe they shall remain so has to be beyond reasonable doubts and circumstantial evidence. Ruling out the possibility that the probability of them being unchanging in the unit sphere would be dependent on a missing constant on the type of use of energy in conditional confinement parameter as when deriving two sides of an equation from unknown energy levels and holding them in quantum conditions of C in PMC. Incompatible geometries in M, h^ and asymptotic spike evolution, varying correlation strength ρ in constant μ,double roots raise questions on value of stressed constants. and incomplete or missing functionality has to be dealt with using generalized conics and degenerate conics ( ellipse, parabola, hyperbola) is complex. Attempts to state these in terms of transition energies confirmed by measurements to be in a particular energy range amd having no upper or lower bound on time dependence in an observationally distinguishable universe is only an instrument of logic. The problem with constants in economics is that they are calibrated on standard values derived from data over a fixed period against which others should be judged.

The view on markets also change in terms of efficiency and economic decisions with sufficiency taking in account marketing where dreams of consumerism are also to be sold. There has to an alteration on view on economic inequality as shock waves travelling on parallels without sharp boundaries generating friction heat such that people move up or down parallel economic equality lines. Values arise in transformation provided even when value of money is considered.The concept of  indifference/ preferences in economics alters to regions where curves exist. Limitations of perception of force, stiffness based on grip force measure in humans for assessing magnitude and direction is not the same mechanics where resistance force is the continuum- viscosity and electrical resistance impedance and the elastic forces which is a conservative force are linear F =-kx -are a group of electro static/ dynamic gravitation and buoyancy, as the number of senses are limited for perception. Alteration of view on necessities as life sustaining and activity in terms of calorie intake and hunger/satiety being that from hypothalamus and hormonal release of ghrelin and leptin is required.Temporary random changes in the amount of energy in a point in space are quantum fluctuations causing flutuations in the values of the fields and the energy gap is not yet understood for configuration ρ(φt) and φt(k) making possible configuration with amplitude of quantum fluctuations taking frequency interpretation of probability. This leads to the criticism that economics is a soft science lacking testable hypothesis and attempts to make it a science by importation of ideas is improper. Virtual and mathematical particles and reality and virtually a universe of quantum economics and perception of reality in neuroscience making it illusory the question is open. Then there the alteration in views there is ecological rationality and economic developments are to be sustainable. Entropy filter and entropy flux, conservation laws in physics and mathematical structures entropy conditions are imposed for physically valid solutions. Entropy is a special function used in ηₜ±θₓ≤0 in weak sense as η(U) is the special function and θ(U) entropy flux while modelling for conservation law with information conservation and information entropy as there is confinement of angles by a limit the cone of emission or range of angles( analogy at which electrons or photons can exist or travel. Conservation laws and other laws are also based on symmetry.

Law in a narrow sense is a  socio political system of exercise of power also has symmetry conditions. Jurisprudence being in disjunctive and conjunctive form is divided into three branches in choice of path as analytical, sociological and theoretical. Decomposing things to fundamental axioms, reasoning about which are relevant to question asked then cross referencing conclusions based on chosen axioms such that no fundamental law is violated is first principle thinking as opposed to reasoning by analogy in decision making.

Going beyond thoughts and mind and end of thought process as some yogic practice has its own appeal. First principle thinking could begin with a proposition. The first principle axioms would that cannot be deduced from any other within the system, are believed to be true and serve as a premise. Legal reasoning is structured with the if/ then structure of formulated laws. The rules of interpretation establish conjunctive,disjunctive, multi factor, balancing and exception test. Arguments on principles draw from social values. justice, equality, democracy  and norms.

Relying on six principles which are point like functions of sovereignty, separation of powers , rule of law, civil society, democracy and subsidiarity as a bio physical system inter-playing ideas, attempts are made to present a holistic view in emergent state. It was to be a system based on intellectual division on reality using a membrane. In a theoretical frame a suggested use was normative set up in semes and memes.

Institutional setup in the cultural backdrop of socio economic, political and knowledge sharing in neo colonial structure needs a relook. In case of federal relationships the notion of symmetries and asymmetries were used. Distinguishing procedure established by law which is an accepted law under the Constitution, due process of law , in the context of legal system,is not considered constitutional law but is the legal necessity required by the state to respect all the rights allocated to a citizen and has a wider scope.

India that is Bharat appears to be shining due to sheer size of its population and size of market. It’s failure to maintain the Museum of Poverty for poverty tourists from the Western Countries has a detrimental effect on Scandinavian scholarship as it does not reassure them of their being and considered rich. Terms like Existential economics or economics of existence can be used interchangeably. Thematic  existential anxiety, alienation and absurdity in novelist Franz Kafka type fusion of reality and fantastic has the protagonist recurrently facing surrealist and bizarre situations. Size weight illusions in reality based on expectations, imaginary is treated as goal oriented snd weight assigned. Fantasy being free floting can be free float naturally, induced, or aided would require displacement in fluidity of the continuum. Imaginative solutions beyond statistical data about the stark reality of mass scale poverty in India requires rethink.

There is poverty alleviation in terms of those at the periphery as they are integrated by inclusivity and organs of the state are accessible. The attempt to comprehend socio bureaucratic powers is not easy. There is suppression of internal dissent and voices, as alleged by opposition parties about Mr. Narendra Damodardas Modi government. Use of state force to curb criminal gangs,communal rioting and mob terrorization is alleged by many to be state repression evident in the bulldozer style adopted by Yogi Adityanath, CM of Uttar Pradesh. But it would soon become an oppressive regime by a closely guarded secretive family oligarchs and elitists of the judicial system and parliamentary system if left unchecked.

Due process of law is found in Fifth Amendment of the American Constitution. Procedure established by law is a phrase borrowed from Article 31 of the post World War II Japanese Constitution.Constitution cannot interpret or enforce itself. To be interpreted by men, giving the ultimate power to the governments Supreme Court, there is a tendency by the Court to place its own endorsement, sanction and countenance in ever broadening powers for its own governance. In the Indian context it was Maneka Gandhi Versus Union of India ( 1978) the scope of Article 21 of the Constitution of India was widened and it was stated that due process of law is an integral part of procedure established by law. In a simplistic explanation due process of law protects individuals from both arbitrary executive and legislative action while procedure established by law protects individuals from arbitrary actions of the executive. Though the term judicial review is not explicitly used in American Constitution it’s ideas developed there. When the Supreme Court rules on a constitutional issue it’s decisions can be altered only by a constitutional amendment, however, when the court interprets a statute, new legislative action can be taken. Unbridled expansion of the scope of judicial review, often voiced in the Indian scenario raises the question of who will review the decision of the judiciary, whether the judiciary alone can  review it’s own decisions? The adjudicatory product through a structured and systematic process of legal institutions has economic value for individual litigants as well society at large. Flawed judgements require that the idea that there remain no further issues to be decided to be dropped. The issue comes to the fore amidst call for economic responsible approach by judiciary.

The term political entropy is the use of disorder, decay, uncertainty applied to time frame. It is taken as a byproduct of desire, the sense of injustice and entitlement. The market scheme of market for legislation, adjudication and economic goods/services elicits the illusory tendencies of emotions and desire in which lack of knowledge and consequences of an act are predominant. Who bears the cost distinguish public goods and services from private goods and services.

Public goods have the characteristic that no one can be excluded from it nor it diminishes the amount made available to others. To give a distinct market structure to legislative and adjudicatory products/ services is systematic. It has an inherent tendency to become a regulated market economy as social market. Super-positioned and entangled markets have a linear drift and extended parameters controlling non linearity. Constitution could be about empowerment of the people at large by allowing them to control sources of law while letting them reign in the apparatus of governance as per aspirations. Constitutionalism, on the other hand is more complex notion and could be undemocratic.China’ s struggle with strict  constitutionalism after importation of the idea in 19 th Century and People’s Republic of China makes up for distinction between libertarian, originalist or even conservative. Any discussion about it is discouraged in contemporary China.

The American constitutionalism on the other hand is a complex of ideas, both prescriptive and descriptive, of institutionalized mechanism of power control. It would be difficult to call study of constitutions as constitutionalism just as raising constitutional questions as questions of constitutionalism. Cultural changes   maybe too rapid causing neuropsychological stress, the strain on the American judiciary are apparent.

Contemporary national legal systems are based upon on at least one of the basic system of civil law, common law, customary law, delicious law. The Indian system is of civil law. The contemporary Constitution of India seeks this middle path between free markets and socialism. How it deals with cognitive liberty in reference to the rights of an individual to think independent, determine their consciousness and mental process through freedom of speech and expression has spawned a vast literature with an analysis of the role of the courts in it. The sources of courts legitimacy and threats to it, an argument about it being a majoritarian or countermajoritarian arises. Not many studies are available on whether the Supreme Court responds to  public opinion, shapes public opinion or how the institutional structure insulates judges against it.

Flaws in judgement are widely discussed particularly in terms of social and economic impact. But flaw does not mean irrational. It is helpful to reconsider the flaw. Behavior not based not based on reason, rational something utility maximizing behaviour or sound judgment has taken a very strict definition of rationality. Cognitive dissonance with two inconsistent beliefs in uncertainty related perception grew alongside the ego defense theories of structured psychoanalysis.

A belief that rationality is what follows classical probability formulations takes root. The irrationality of number which is constant 0≺π≺1 in the perspective of cognitive psychology has several insights. Heuristic values and development of natural number bias in transition from natural number to rational number in process of reasoning or  resistence to change account gives a socio cultural view of cognitive development. Such a development n contemporary socio cultural setup in multi equilibrium some are unstable causing a shock wave and reallocation and prices for  both legislative product and adjudicatory product market. This has an yield with uncertainty.

The neo classical general dynamic equilibrium with a wedge around an efficient point with a set of notional prices yielding wealth Wn=∑g in unit probability sphere is merely a coincidence for time dependent flows on genus surface p. Probability itself is dimensionless ( ratio) but with π theorem functional relationships of m dimensional units they can be grouped in n terms of quantum values and ratio,angles. Synthetic biology and how refined production functions are economic need to go beyond traditional industrial processes due to stoichiometric membranes required further work. The isoquant, production possibility frontier  budget constraint and autarky where individual gets utility alone without exchange, and two individual achieve at least  as much in autarky in exchange are neo classical economics tools where the social system is described by m  as countable in set theoretic setting of continuity of functions using associative and commutative binary operations. The notion of one size fits all of welfare economics ignores special conditions of those marginalized  and considering fringe benefits as irrational. Although mathematical tools deployed in neo classical versions gives scope for preferred consensus theories and fringe theories.For application of these tools, there has to be an interest of correspondence along with possibility of inaction and consumer indifference. (Theory of Value, Gerard Debreu)

Socio political pressure are the enthalpy conditions.The economic value of a legislative product and its effect on stakeholders with desirable outcomes while increasing the predictability of outcomes. Impact of social trust through formal legal institutions and physical capital accumulation for growth through analysis of dynamic equilibrium conditions which have socio cultural aspects.

Collective self awareness and the collectively shared social identity being social consciousness in a complex society, institutional consciousness has value transmission. Misuse of social institutions leads to social dysfunction and metaphors of social cognition in gestalt where the organized whole is perceived as more than sum of it’s parts. How  the whole and parts are presented or analysed needs to be relooked.

A implicit knowledge of geometry  and geometric development has a coherent socially shared understanding and developing a consistency in attitude and scheme of socio perception.First order changes of symmetry extensions and variation of coordinates, geometric connectivity of kinematically indeterminate symmetric skeletal structures can be altered retaining some or all of symmetry as geometric stability as the economy acts as a unified system. The static or kinematic characters remaining unchanged under varied geometries requires constraint equations. Irreducible groups of geometric configurations and stability of structures, geometric connectivity, compatibility, consistency is as necessary  as geometric continuity. Besides geometrical continuity there is mathematical continuity or a number system required. The psychological continuum and quantum continuum has to be considered.

Connectivity as almost continuity requires function g ⊆ D to be on the same domain f ⊆ D coincides. Even random states can yield order and stable states. Random connectivity for a non local quantum entanglement o(⊻) leading to null plane conjecture with photon entanglement and localisation. A finite horizon occurs while defining finitude +an-1+an.In a ⊘ series as empty set is also a finite set. Selecting a geometry with downward, past and upward future cones on a flat plane ( hour glass geometry) treats points as events and there is the  notion of space like, time like and light like.The future cone pressed downward to micro scale to an arbitrary point/ event has a Mexican hat potential with an unstable critical point at the origin and a circle of equivalent unstable points around could still preserve overall symmetry in what is lift of base topology ( detecting neutral non zero scalar) in physical sciences. 

Selected geometry through spatial comparisons to explain notions in social science like cone for growth or locally varying boundary curvature,  accumulation of points within a shape or on surface is of interest. Flaws and invalid geometry in a double vertex formation leads to detection of error.The essentials of continuum mechanics as conservation laws and balance laws namely conservation of mass, balance of linear and angular momentum and conservation of energy and symmetry conditions of laws the elastic continuum model is about gradual quantitative transition without abrupt changes. Boundary distances in idealized 3D  idealized continuous model has inaccuracies. Solving the continuum hypothesis proposition that given a line with infinite set of points, either it is countable or has as many elements as whole line with no third infinity between the two in a symphonic chant to reduce psychic stress and involve more areas of the brain in an experience in what would be Georg Cantors Paradise in glorified human existence there is a provable unsolvability as of Kurt Godel. Mathematical continuity and the deformational retract has time in its definition and notions of subspace in topological mapping.

Perception of time by the brain shows the role of hippocampus for long range to encode memories as well as parietal cortex in perceiving present. Neurons in the parietal cortex are sensitive to specific lengths of time in duration selectivity. Time sensitivity is likened to visual stimuli as processed in the occipital cortex. The objective and subjective length of time are correlated but can be disconnected. The experience of time has been found in magnetic resonances( Brainfact. org). The psychological continuum with time perception and the continuum hypothesis then requires the experienced geometry to be in superposition.

In the context of social sciences importation of such reasoning is insightful. The society and the beliefs held by it evolved and  a sort of physical capital and intellectual capital accumulated. Studies in polyhedral capital accumulation in polycentric governance across jurisdictional levels and capital heterogeneity, non aggregatable as well as scalar capital also implies alternating discrete techniques. It is said that there is qualitative parallelism in the marginalism of labour born scalar capital definition, Heterogeneity of capital is an issue. The role of state and scale of political authority has been effected by increased mobility of capital and labour. Mathematically  constructing a sanitized standard system with a standard commodity associated with a unique input output system( as in Piero Srafa’s work Prelude to a critique of Economic Theory), that prices do not carry any information at all logic can appear. It can be said that judgments are about choice and preferences and how outcomes of choices are weighed. It has been argued that reasoning on social sciences would differ from those in social sciences.

Cultural influence and category salience in discovering hidden facets,  inferences about unknown and invisible properties of objects, events are relevant even with emergence of a global  culture. Questions about the ontological bsse remain.The cultural aspects of science in turn effects the judgments, beliefs and value systems of the members of the scientific community when integrated with its semantic information in the social culture in terms of potentialities that collapse when a decision is made in a still elusive consensual definition of social quantum in terms of ideas and quantum world view. Inappropriate import of ideas and realism are not a misconceived criticism of such an approach if cultural impact is ignored. There are in reality no great men either inside or outside the cultural influence.Besides this how social institutions look at probability and there is judging and how collective decision taking under uncertainty  done has been subject to various studies.

Identification of identity which can be mobilized to give a shape to reality involves a process of discernment.Identity crisis in social institutions is both motivational and legitimation. Political identity as the extent to which individual political preferences are central to their self concept along with position on issues and political party identification requires a closure predicting political preferences( pubmed. ncbi. nim. nih. gov) . Interest of the self is  seeking personal gain is also best economic benefit of all is considered the biggest economic motivator. Citizenship is a concept presupposed as an unmistakable legal status and identity along with political membership to the individual in Rule of Law. Human Law introduces an impossible world or possible world which is not accessible in conjunction of possible worlds which are accessible, Impossible world get assigned utility values in outcomes with homeostasis  playing a role at individual level. A system of weak and strong causal dominance there can be inconsistent outcomes. The localized impossibility along with global social choice impossibilities. Optimization observation triangle and reordering vertex locality in a mesh, the neighborhood triangles left out in the output given all triangles in the input implies welfare optimality be redefined.

A stoical ‘lekta(greek)’ with the nature of identity conditions of ‘dicta” or the vedic ‘ sam – bhav ( sanskrit)’ with implications ‘yani’  is the ancient probability version simplified as likelihood and implied sameness. There is a distinction between sense and reference.The philosophical paradox of existence of propositions even as mind independent complexes of universals, conceptualization of proposition candidates ruling out some others as necessary and possible truth is propositional. The ‘ahan- akar( sanskrit)’ often associated with pride with  ‘svah’ or self that has no lexical equivalent in greek for self. A neural entanglement between past and future at a default network level in the brain is the trace of the self. Languages may differ but the brains language used to translate the minds dimension in psychological manifestation of experience ( PubMed Central, ncbi. nim.nih.gov).The psychological continuum extends to natural sciences. The frame of reference which is inertial or non inertial , uncoordinated movements or continuous coordination of activity in a script, types of coordinate system unmoving but object moving/ transforming distinguishing transformation about an axis or transformation of the axial system itself, transforming coordinate system itself moving leading coordinate transformation as either rotational or translational coordinate transformation leads to classical relativity or the later notions of ( credited to Albert Einstein) special relativity and general relativity, Hypothetical cosmic censorship of singularities that arise in general and special relativity hidden behind event horizon to make the theory deterministic and statements that there can be no singularity visible from future null infinity, A manifold of signature (3,1) in 4 D which allows indefinite signature and tangent vectors to be classified in time like, null or space like beside a well posed initial value R×Σ where Σ is a 3 manifold, fusing three dimensions of space and one dimension of time into a single four dimensional continuum, canonical and unitary transformations in complex coordinate system, discontinuous coordinate systems, transition coordinates of folding and infolding with transmission coefficients as possible measures of kinetic distance for the system, quantum and geometric continuities, several choice decisions are involved. Probability by choice is in terms of kinetic and potential with a frequency interpretation  adopted.  Complex probability paradigm with real and imaginary probability in stochastic and random processes has intrinsic quantum probabilities.Depending on the boundary condition possibilities potential probabilities arise in σ fields with homogenous time leading to complex probability densities with stationary and independent increments of semigroups (Tt)∈Rⁿ with resolvents and contraction operators C0(Rⁿ) for statistical evaluation (using discrete optimization of Kolmogorov group maximum flow algorithms). Quantum probabilities are intrinsic as information and carrying capacity is finite, each valued observable has encoding proposition as to attitudes and conditional truth/ falsity about the system or state/ object.

Neo classical version conserves probabilities. While classical probabilities describe the knowledge about it assuming all hypothesis are decided jointly. Plugging loopholes from quantum probability flux to classical probability flux, there is a flux pairing gradient ∇fμf± the global error and local error( local variable) approximation for common coefficient γ has the initial value problem and the hyperbolic and parabolic inequalities leading to irregular general solutions of hyperbolic and parabolic partial differential equations ∂ⁿ U( x) t)/∂ⁿt for  n=2 requires condition|ξ|≺ 1 while the local conditions of n paths( n=3 is a special case as in 3 bodied problem) which has a triangular rotation solution or vortex solution. From dyadic to triadic logic is a basic notion.

Radiation of probability as twisted photon type ∟( given ⊥ absurdity constant towards root and surds has limitations and constraints in explaining origin of mass in asymmetric fields, particularly square roots of order and degree in inhomogeneity while carrying information. It becomes a bacground radiation in the detection axial for second order differential equation W(x) = α W(x) and C becomes the background of a stressed constant. Perpendicular phase incoherence ( not superpositioned waves or isolated in quantum context) and oscillation in chaotic systems and synchronized bifurcation to coherent absurdity by twisting and stretching of the phase and vaccum creation  cannot be ignored even for stressed constant. Coherent absurdity in terms of diagonal is spatial as well as temporal with potential infinities. Giving a finiteness to the past in the absence of preferred time is paradox for assignment of meaning. Dilemma of asking a question and it’s framing in a reference frame or pondering over whether to ask the question has to be overcome.

The assumption is that a formal logic exists and rule of double negation can validate it. With an arbitrary convention about symbology in its language as logic strings as empty or not empty. which can be used to reason. There being innate geometry about shapes and structures and emergent geometry, it gives mathematical logic which is developable, well founded, can be reified and provided smoothness,  has compactness and near completeness.

 Non geometric background of strings has a world sheet ( which can be folded and unfolded, mass is length and vibrations mode are fundamental particulates, world sheets on higher genus surfaces with genus surface g also known as g torus or connected sums of boundaries of g distinct tori  glued together ) and is a conformal field in two dimensions with non geometric flux.Origin of multiple generations of fermions on orbifolds in 4D contain three generations of matter as 3 generations of leptons( charge/ mass) and quarks (axial)  with multiple fermion poles and each generation contains two types of leptons and quarks. This is compactified ( to genus surface p )on dimensional space ( where hyperbolic toral automorphisms indice quadratic orientable pseudomorphism genus surface h so that dimensions of logic can be considered. Logical morphemes are prefixes, suffixes and roots/ bases(www.education.vic. gov. au). Morphology being concerned with internal structure of words, words are comprised of units of meaning as morphemes as un- evening -full – ness. The meaning can be lexical or grammatical ( languagetools.info). Logical space is where possibilities are proposition true at some possible world across systems.

The 0 dimensional classical propositional logic of true and false simpliciter is to be understood. Vaccum or absence in physics has the problem of true vaccum not being available physically. The false vaccum takes on a central role.Quantum vaccum in minimum energy configuration state with particles as ripples and a neutral non zero scalar with probability flux sloshing in confinement  stability of false vaccum, scalar vaccum and vaccum decay are the comcerns.Dimensions of truth are themselves, physical,mental and psychological.A complex geometric representation of language which has spatial as well as temporal dimension   for analysis on diachronic and synchronic axes can be done. The maps of words and meaning onto points in multidimensional space with a contingent reality which is in accord with perceived reality  is considered probably true. Psychological reality is experiential consequence of what is probably true as a result of path. The metaphysical true vaccum not being available  false vaccum is in terms of electromagnetic vaccum implying no medium to slow down light  gravitational vaccum being lack of matter or energy for manifolds of space time or deformation and bending of electrical and magnetic field lines /force.

The proto logic with negativity and low fidelity is positive free. Homestasis seeking through a negative feedback and  proximity logic has sensory base.There is absence of linguistic structure in the sub symbolic realm of organized heterogeneity. Trivial solutions to small perturbation are handled. x∈Rⁿ in inference by implication and inclusion are done a⊃b, b ⊦ c⋀a ⊧ c entails consequences stronger than weaker than and satisfaction. With vague distance predicates, interpret when possible depends on intensity of stimulus and there is a threshold or minimum degree of intensity z(θ)given by β⁻ and t≥0 for finite x( n) in fuzzy space structure emerging.The understanding of proto logic in terms of maximum entropy sphere with probability flux gradient pairing is based on detectable geometry and the test sphere is developed later.A flux fluctuation relationship for entropy like fluctuation, enhancement of fluctuations when average flux increases breaks down when both flux and fluctuation increase at macro levels.

( From fuzzy geometry to sharp geometries in hyperbolic with triangles with less than 180° inner angle sum, parabolic and spherical geometries with inner angle of triangles more than 180°on convex surface has to give way to geometry with frayed boundaries and dynamic potential with intensities of potential in place of static potential and potential drop. A vibrating world line is a trajectory in four dimensions requires the absurdity constant ⊥ towards formation of surd and roots as squares and cubes. Absurdity has limited meaning as being away from surds, roots. The formal logic development of infinitesimal transformation of  scalar δφ(x), spinor δψ( x), vector δA in a summation convention on rotation from δ1-δ3 and δ1 being 0 everywhere in twisted reality except at one point of near geometric  continuity and continuous near symmetry given a small constant h^, with ℎ invariance and conservation of energy, momentum, to become the symmetry foundation of physical laws which needs an artificial language) The paradox of decomposition and reassembly  of a sphere of infinite points reassembled as n spheres same volume but of finite points is based on choice.

The fuzzy logic with end to end proposition and conditional as / when, arises from proto logic  ξ(ρ),η(ρ)  developing along with a linguistic structure, inference by implication and inclusion in the fuzzy space. (The linguist structure becomes a primitive language of  communication with signs, sounds and movements of informal logic and outline sketch geometry in historical perspective of evolution).As time independent flows and time dependent flows in apparent continuum of probable space time, the transient, turbulent flows and bubble nucleation and polarization on a plane for weak and strong topologies requires the relaxing the  viscosity of space time at angles between  π/3 and π/4 for 3π windings. What cannot be is transformed to into what it can possibly be?. The fuzzy geometry sharpens with multi channel polarization with ⊥( absurdity constant or constant false) and perpendicularity ,with a lower limit to increasing sharpness of boundary of  if/ then is a methodology amongst other fuzzy logic. As all fuzzy possible with non continuum anomalies of viscosity have fuzzy probability viscosity values yielding probability like. Dimensionless probability like in apparent continuum. Manipulating the propositions (assuming that a proposition is true leads to absurdity as reductio ad absurdum in apagogical arguments in a form that an opposite scenario leads to contradictions and proof by contradiction) gives a separate fold axis and quantum logic of superposition and entanglement. Separability of states and logical rotation of non separable states using self assembled chiral superstructure The clustering on basis of membership degree with no sharp boundaries λυ`(ψ,r`,t`) become probability from possibilities. A formal logic with artificial language states taking shape. Probably true values are conditional and to  become restrictive if and only if( (if/ not)not a masquerade) needs the volume increase/ decrease correlation with maximum entropy surface increase/ decrease giving an assumed probable truth value. Weak and strong probabilities still use likely or unlikely notions.Stationary flows are when,velocity  pressure and properties are unchanged and there can can be time independent stationary flows along with time dependent vortex on perpendicular rotational plane of polarization. Use of syllogism in formal logical arguments is made with existential import in the artificial language, probably true beyond reasonable doubt is in coming together of qualitative perspective of formal logic with quantitative perspective of probability. Inductive logic has relation with probability logic while deductive logic needs truth preservation and conservation of probabilities.

The dual as uncertainty propagation gives (Γ,φ) as probably valid. Logical defects as point, line defect, volume and surface defects become topological defects. Arising from symmetry breaking phase transitions in the universe of discourse and proto-universe which become cusps and kinks which in turn pinch  parts of the string creating gravitational waves and warp factors, there are irregular geometries along time like curves.Deformation gives some aspects of information.The distortion effect as fuzziness is low fidelity in bipolarity. Logical fallacies, correlation is or is not causation logic is of practical utility.This has the problem of epistemology, cognitive disorder, splitting, dichotomous reasoning, and polarized thinking. omission of the neutral and requalification on the other pole,

Laminar flows are smooth flows in layers, as possibilities of layered probabilities with sharpened boundaries giving and/ or  composite probabilities in time dependent dynamic flows which can become turbulent flows. The edge flows on the surface and a loop is a series of connected edges that follow a path. Loop probability is treated as a single event. Commuting probability of finite rings is considered a series of parallel edges along the surface.Superscripts on predicate letters or operation letters indicate number of places for formation of rules while subscript on predicate letters, variables and operations indicate a supply of the symbols. They are also fuzzy logic spatial relationships.Near completeness is not the same as the completeness required but consistency can be claimed for sharp geometries along with invariants and neo classical probability densities. The symbolic language with symbols being time resistant with conformity to phenomenology becoming communicable without temporal distortion in the artificial language of synthetic ego is not merely musing.

Classical probabilities or a priori probability is that an observation will fall into a group before collecting data the posterior probability probability is the probability of assigning observations to groups given the data. Can a flow system be continuosly observed so that the system is an unchanging quantum system? Is observing the past without being there effect it in the quantum sense  if it does then the present is merely the boundary conditions of the future light like cone and the past light cone. Apparently weighted probabilities flow downward towards the past with gravitational spin as with known unknowns and paradoxical simultaneous wave collapse of  quantum entangled states. The thermodynamic time has the arrow of time of moving forward in time. Defining theory as a  used set of principles used to explain and predict observables and metatheory as a set of assumptions to research questions and guide development and refinement of theories ( sciencedirect. com) the desirable objectivity requiring stepping out from cultural background is required.

How it develops into choice probabilities and choice functions of individual choice behavior and collective decision making, along with a proto language which is artificial with lexicology, syntax, constraints can be elaborated. Production of a natural language and comprehension with probabilistic validation with near term devices, mapping sound into meaning,meaning into sound and manual responses homologous to neural architecture (science direct. com) using a uniformly charged sphere undergoing flux needs oriented surfaces and flux through the sphere.

Deception as a form of a manipulation by conveying false or truthful messages in a socio cognitive terms is a psychological process with neural correlates even in choices made on conditional truth with behavioral and evolutionary consequences.Witholoding information in decision scenarios assigning differing values implies cognitive control.( hypothalamus and emotional process through conoid shape for regulation, homeostasis, hunger, satiety, panting etc. is different). The latter has been studied by linking modulation of neuronal activity directly to perceptual behaviour through risk aversion.What would be the paradox of decision when each decides/chooses on the basis of assumption of what others would not decide/ choose? Using artificial neural network models and deriving a typical S shaped sigmoid function that maps input values  between 0 to 1 or with tanh(x) =2*sigmoid 2(x)-1 for values between +1 to -1 to be used as input for next layer to explain learning in natural neural networks has to explain feed forward and back propagation for f( x)=K(Σwg( x)  assuming weights can be assigned akin to artificial neural networks for performing psychophysical tasks.  Correlations between activity of sensory neurons and decisions reported are choice probabilities using feedback and feedforward loops. (pubmed.ncbi.in).

Deceptive signals have to be given cycle redundancy check for error by polynomial division by another polynomial  of the same or lower degree in finite field, quotient space is discarded. Envelope space and enveloped space requires m- e-m brane genus surface as envelope and no curving of space itself. While performing a defined task decision making competence and confidence level in their knowledge makes a difference in the system. Neuroscience has developed the concept of feature detector relating to the receptive field of neuron, excitatory centre and inhibitory surround and a frequency code of firing giving an ability to recognize stimulus for behaviour response in terms of visual cortex. They are  edge detector cells with their own orientation specificity. There is patterned convergence of multiple neuron firings and invitation in the receptive field for complexity. The reflexive cascade in object recognition, core recognition, population representation, single unit response (pmc.ncbi.nim.nih.gov)the innate  formation of a hypothetical detection axis for ordering, transitivity and symmetry, innate geometric measure of motion in a spatial layout of the perceptual system occurs. Besides the innate the learning also gives an ability to form detection axis using a real or imaginary line. Activation enetgy as heat energy speeds up the motion of molecules increasing the frequency and force at which they collide whether the reaction is endothermic for ∆G>0 or exothermic ∆G<0 determine whether the product is available at higher or higher energy state ( what in pop culture is sizzling chemistry in between individuals).Higher the activation energy required the slower the chemical reaction particularly when exothermic requires burning of many fuels and sufficient heat from the spark. This is because the activation energy for most cellular reactions is too high for heat energy to overcome at efficient rates. ( pop culture has many individuals reporting feeling the spark)

Neuropsychological building of axioms of hetero-synaptic and homeostatic plasticity for potentiation ( researchgate. net) permits a paradoxical  first principle reasoning and thought process based on unsupervised learning, volume as well associative learning. The technological advances in neuroscience increase the ability to influence consciousness and the subject of cognitive liberty come up again. ( The Politics of Ecstasy,Timothy Leary, 1968).The William Blake vision and auditory hallucination of Allen Ginsberg(The Fall of America:Poems of these states,1973) bring back notions of unseen realities, subjective experiences and non local space and time on neurochemical models.Psychedelic humanities may or may not broaden study of consciousness. Effect of thalmo cortical feedback loops bring disrupted in extra sensory information and unconstrained cognition in psychedelics. First principle thinking without previous assumptions and suppositions with positive intent and crossing barriers about a problem is a thinking framework.

Analogy is a logical tool in applicability of multi disciplinary study. It is based on prior assumptions and acceptable practices.Ubiquitous superposition and entanglement to be demonstrable at macro scales has been tested with delocalization and quantum dispersion and coherence lengths. Larger m- e-m brane spread with genus surface with cut off point between superpositions and quantum patches and entanglement at greater distances even at cosmic scales are required. Time measuring as medium flowing out through a hole ( thermodynamic flow process) of the genus surface leading to ingenuity of hour glass as short term time piece requiring resetting found a symbolic role for continuous flow and geometry. Singularity and toroidal forms at the middle of the hourglass geometry leads to singularities having two event horizons as light like and another time like.Verge escapement and repetitive process as oscillatory process ( resonator oscillates at a particular frequency) was more mechanical. Combining the space like sphere and hourglass geometry with singularity a view has developed about cosmic censorship around space time singularities. Asserting that there can be no singularity visible from future null infinity. But would it be visible from a past null infinity? As thermal curves stripped from the toroidal on rotation conjectured to make it evaporate with δ1, δ3  and the δ2 remaining there is some information left,  in a discrete summation of microstates characterizing the macro state and entropy, the entropy contains the information. Computational theorizing using terms as censorship and firewall appear copiously in scientific literature of contemporary culture.

Quantum time notions arise with naive universality but limited reality and a memory. Quantum systems evolve to maximum entropy and tend to stay there most of the time connecting change in time to change in physical information. Differential deficit in functional outcome as discontinuous partial derivative ∂f/∂x(0, 0) and ∂f/∂y(0,0) as z=0 between -1 +1 on the same horizontal tangent plane about the origin in its psychological time effect and mental derangement in a permutation with no fixed point and number of possible permutations and derangement of n elements creates a problem in interpretation and the physical entropy consumption in growth of surface area of  spheres of maximum entropy such that more information going in has surface area growing proportionally and not the volume( geometry collapse) in sharp contrast to increase in volume is always greater than increase in surface area of maximum entropy sphere. The maximum entropy sphere is closely linked to probability used in neutron capture and neutron spectrum unfolding ∑Rφ flux (Universe Today) requires flow explanation if time originates from thermodynamic flow. The need for additional dimensions would arise. Entropy gap ∆S(t)  shows remaining potential and maximum entropy sphere has been used to formulate heat death of the universe notions. .

Is there real time as a flow or blocks or is it merely an invention for time like?  Between state preparation and measurement is unperturbed time treated as timelessness. Time dependent dynamic flows and time independent stationarity  flows would originate in uncertainty flows. Time condensates and their effects on gluons density which keep quarks together is widely studied along with shooting high energy protons past each other or colliding them along geometrical near  continuity scheme (Appendix LL. B) yielding yet another phase of matter.

In the second order neoclassical propositional logic first quantization takes place in the second quantization state dependent and state independent quantum mechanics occurs. Quantum fields often require modifying observables by regularization with ghost fields ( which are unphysical states unlike 0 energy states referring to where all past information is erased) to keep gauge invariance in contrast to renormalization to treat infinities in self similar geometries. The babble  of confused noise takes on terms in biblical bable. Neuroscience hints brain creates ghosts to reconcile sensory inputs and there is disturbance in parts of the brain dealing with motion and position.

Experiments have revealed that bose condensates of atoms being pushed the cloud by lasers to higher in a chamber to enter one or another given state with a changed wave function. Allowing them to fall back to the bottom of the chamber, atoms appeared to have from different heights proving that cloud was held in superposition state( phys.org 29 December 2015). Being able to use continuous variation aspect of physical phenomenon in contrast to varying quantities symbolically on computational techniques is insightful. Mutual entropy ( information ) in continuous probability space representing the amount of information transmitted from the initial system to final system has a transition probability in quantum entropy with entanglement. In the classical system the mutual entropy is  directly a joint probability between input and output.

Entropy can be produced or consumed in a system. Quantum entropy has trace norm of an operator and trace distance between two operators and the quantum entropy gives the amount of correlation between quantum systems and redundancy within a message in terms of information. However, fluctuation theorems are there where entropy is consumed rather than generated. As trajectories are there in stochastic thermodynamics by extension of macro to nano scales, as a system gets larger or trajectory duration becomes longer, entropy consuming trajectories become more unlikely. The lift or attenuation for information communication in stochastic process for ∧* is deterministic if ∧* is orthogonal and bijective. Indeterminate system comprising non separation of time dependent or dynamic flows on time like vertical axis and time independent or stationary flows on time like horizontal axis, states which are stationary at the atomic level are considered stable with discrete energy. The direction in which photon moved from the electron needed a rotational invariant and the probability wave needed a  definite amplitude shape with frequency interpretation for discovery, hence a modified wave function expressing the probability amplitude for measurement Classical wave intensity being determined by amplitude while quantum wave intensity by frequency. In between detection quantum particles are probability wave as quantum state is a weighted sum of potentially infinite number of possible well defined states in contemporary arguments. This undetected wave has effects which can be observed. Neo classical quantum chaos as quantum manifestations of non linear dynamical and chaotic behaviour in corresponding classical system as finger prints using tangent space reference trajectories of time dependent flows brings in unstable motions. Additional information proportional to the length of the segment independent of previous length of the trajectory, asymptotically predictions become possibility inside finite interval with randomness parameter. Both reversible and irreversible equilibration is done. However, photon polarization is either rectilinear( horizontal/ vertical), circular( left/ right) or diagonal.  As per measurement the photon is destroyed on measurement. Breaking the encryption requires would involve factoring large numbers into two primes in contemporary computational ability which requires a extremely long time. Description in terms of distribution function as classical theories can be done instead of neo classical trajectories. Whether post modern views can be appropriately applied has to be seen.

Culturally determined view in natural physical sciences has developed definitively in belief system. The procedural bias as well as the infrastructural bias by the influence of existing social and scientific infrastructure  on scientific observations has to be accounted for. Simulation as imitative representation through mathematical technique is said to reproduce actual events and processes under test conditions. It uses time compression in experimentation with the assistance of model. Fidelity and validity of simulation outcomes and the procedure of validation and verification of the model requires more exposition. To be real is to exist without the need to be proven to exist making it context independent in philosophy. Probable truth is in terms of propositions that corresponds to external realty, making it dependent on observations and experiences making it an exercise in subjectivity.

A reality which is conceived by itself ( be mechanics of forces ) could be  done by the mind as an idea in quantum universe making them have a dependence. Two spatially seperated subsystems  having two sets of orthogonal vectors having an entangled state ψ =∑δ+a+b-c0) and double photon W⁺W⁻ and μ⁺μ⁼ in underlying μ fusion could be a teleportation possibility in limitations of reality resulting in manipulated reality along with holographic image formations in magnetic mirrors or pyrotron in magnetic confinement with particles circling about the field line with retarded forward motion. Concepts only give a cognitive relation to reality and its specification is conception.Proximate reality of the object is not the object itself. This makes the thought to be a process which is either absorption, emission and simulated emission/ simulation but often has ambiguity.Paradigm shift based on incompatibility and insufficiency of dominant paradigm, concept of unborn in perceived reality, the psychological coping mechanism of reality shifting a detachment from perceived reality in manifesting carries a risk. Bending reality with curves defined by four point likes for initial position and termination position from approximate tangents u/t and index 0≤u≤ 1,the two middle point likes are control ponts contained in the convex hull h⋇ has complexity n. The warped brane in bent reality of manifolds has non trivial constraints on the warping parameters. Weak branes and variable trace tension for Rⁿ has sectional  curvatures, 1/n trace h given non trivial invariant and δθ=τ trivial invariants for mutual orthonormal subspaces needs distinguish between immersion and submersion. Compressing hyperbolic space onto a hyperbolic plane with a coplanar resonator in heptagon in a reality experience with a correct warp then a correction in global alignment ψl(V) in similarity transformation in virtual space has been attempted. Energy conditions as weak condition of non negativity and dominant energy condition that energy flux of matter field does not propagate faster than speed of light for relativistic measures, a mass energy equivalence and conclusion of relativity that the extent to which bodies resist change in motion hence inertial mass of an object changes if the body absorbs or emits energy has changed views. Flow energy and rate of transformations in form and character or energy conversions along with relocation of energy from one system to another gives rise to conservation of energy. The system is isolated. A closed system would not permit matter to pass system barrier but energy can be transferred to and from surroundings as work and heat. Energy conditions for warp can be laid out. Compulsive obsessive disorders is in the psychological continuum as superstition.A schizophrenic reality of decoherence differs from incoherence at fringed boundaries of disorder. The flawed universe of the anthropological mutant would bring it before the technological singularity some day.

In natural sciences electromagnetic waves have no oscillating particles but strength of the field keeps changing. Gravitational waves are continuous, stochastic or bursts observed in a changed gradient, shapes change asymmetrically which a section of scientific literature insists is a ripple/travelling dent in space time or a time varying strain energy in space which alters the distance between objects in the system. Gravitational radiation as a successive loss of longitudinal energy has a spin and spreading out in circularity as gravitational waves. Cosmic radiation filling space are high energy cluster particles primarily protons with a theoretical upper limit of energy set by slowing effect of interactions of protons with microwave background radiation  and the photons. secondary as pions and muons. There is a paradox above the limit as extreme energy cosmic rays. Suggestions made are that dark matter, neutrino collision with relic anti neutrino or Z burst could be the cause( http://www.phys.org) . These notions arise in peculiar nature of brain activity involved while trying to understand natural phenomenon and  thoughts about them in understanding nature. Fringe theories are neither majority opinion not that of a supposedly respected minority. Ideas of fringe theory depart significantly from the mainstream views, are discarded as being unorthodox and unsupported by beliefs held in a given culture. They are marginalized in intellectual orthodoxy even though they are heterodox and depict interconnected social sub structures.

Cutting edge science has more than its share of tentative and speculative hypotheses treated as scientific truth as per belief. Constructing an unorthodox fringe theory has radical proposal. A plausible conjecture as hypothesis fir being proved or disproved based on premise as a condition on which logical argument is based and should be accepted as being truth with no proof by assumption that acknowledge it’s possibility under certain situations.The fringe at neurological level is different. Lunatic fringe effect( as in brain waves) and amplitude shape as envelope space change distinguishes it from its surrounding. Fringe condition from β interrupt continuous cycles and there is a constructive or destructive fringe. Behaviour changes as fringe shift is about position and orientation. Fringe patterns may have random noise also. This would be a paradigm shift in basic concepts and experimental practices. The values determinates for sperate states and properties should be there.A transition between stationary states is allowed if there is a corresponding harmonic component in the classical motion. By an exclusion principle two electrons with same quantum number could not be in the same state. Kinematics and their representation of elementary process and probability of occurrence is the logical next step. Spin and quantum action leads to open questions.

Many concepts used in physical science are applicable to social sciences.False and true reality,reality has an independent existence. Physical reality could be hard or soft physical reality and consciousness could be true consciousness or false consciousness with hard consciousness problem of explaining why physical states have consciousness or soft consciousness problem of how brain integrates information and performs other functions. Restating the hard problem in terms of  whether the physical reality is a perceptual copy generated within the brain and whether a brain can spontaneously form in space with coincidence probability in a collection of fundamental particles for fractions of nano seconds with memory of having existed in the universe has been debated in contemporary discussions.

Scientific experience lay in understanding experience both subjective and of orientation, seperation, and identification of physical existence and objects. It is understood in categories of position and it’s change, duration and it’s change, relationship of cause and effect, experimental context of phenomenon. Stating the knowledge acquired is in a cultural setup and beliefs. Behaviour and beliefs have a cultural limitation. There are prejudices and stereotypes in organisational culture and resistance to paradigm shift even when there is a debate over fundamentals and explicit dissent.

Socio political structure has an architecture of intelligence. Individual intelligence can grouped as types of ability spatial, verbal, memory etc. There is a profile of abilities specific and general. Intelligence in the socio political structure is also configured.It’s configuration energy as the total number of nearest neighbour pairs of (occupied states in physical sciences) and free energy available  required for phase transitions particularly order disorder, the system behaves with a configuration point of view. The ensemble for phase equilibria in confined regions and absorption equilibria due to inhomogeneous conditions in simulation often does not take pressure groups in account. Quantum brain with stability of neural trajectories and the types of stability near a point like equilibrium as convergence from a stable sequence of states , The sequence of unstable mental states in quantum probability flow requires stability of neural trajectories instead of stable point attractors( http://www.ncbi.nim.nih.gov).The collapse of coherent mental states in superposition gives stability of solutions and even arbitrary solutions x( t) =⊘(t) near to point like or rather quantum patch dynamic equilibrium  ε ≻ 0 for δ ≻0 or+1  towards t≥0 or -1 is also asymptotically stable ||x(0)-x(ε) ||≺ δ on horizontal axis of stationary flow, it would also be exponentially stable for α ≻0, β≻ 0 and δ ≻0 of dynamic flow in analogous terms of neuronal circuits activation,brain fluid flows, process flows as two phases where individual flows has an interphase coupling ‘i’ and β drag.The amplitude of coherent signal at different frequencies can be expressed in cycles per second.and are measured and quantified as network level activity of large neuronal ensembles. These in classical mechanics are bandwidth of oscillations that occur in specific frequencies ( ncbi. nim. nih. gov. PubMed Central). Faster oscillations(beta, gama )are reflecting regional activity and slower oscillations( Delta, theta and alpha) are spread out over larger areas of the brain.

The brain waves in terms of conscious acts and altered consciousness are effected. However, the contribution of different frequencies of electric activity particularly ionotropic directly contribute to assessment,metabotropic  are difficult to access.The anatomical distribution of different neurons, geometry and orientation of the cells, post synaptic activity from pyramidal cells are being assessed.Recurrent excitatory and inhibitory loops in groups of neurons and distance of neurons from each other in the network contribute to oscillations.Binding of rhythms is motivation for theories. The quantum brain gives analogous oscillatory universe.

Quantum time redefined with the magnetic moment with up and down sign of time like decreasing for the hypercube and spur of the moment spike gives spin vector with asymptotic Delta as ∧ⁿRⁿ.Quantum time flow and thermodynamic flow of time get superpositioned to give relativistic time as well absolute time with potential infinities. What is dubbed as quantum time flip with indefinite time direction, indefinite causal order and whether time and causality can be changed. Noisy indeterminate states and structured or unstructured non decision making like search there is a caveat.

The quantum conjecture of a hyperbolic knot K( other knots are torus knots forming sphere like,connect sum knots) in three sphere S^3 has knot complement and relates two topological invariants combinatorial and geometric in incomplete hyperbolic metrics arbitrary links in arbitrary 3 manifolds, there are canonical polyhedra (airxiv.org, 25 March 2010), the retarded commutator and unknot is a possible non trivial solution.Two  knots may have two diagrams but by a relation termed skein represent the same knot and a quantum algebra as DK algebra is used( Methodological Frame Of The Field) using non commutative analogues and generalization of commutative algebra. For computation choice of spline knot leaves issues undecided in the data range by an analyst and instead of fitting in global polynomials fitting spline knots in building explanatory models of time dependent effects in survival analysis as in medical research, reconsideration would arise. From merely being tangled loops to become physical objects homology needs link polynomials as knot unknot in representation with link invariant and analogue. Linearity and non linearity has to be considered in terms of state of matter. Attempts are being made by many to demonstrate that there are some problems which only quantum computation can solve and not classical binary digit computation in a step towards the arrival of the universal quantum computation. technique. Quantum annealing being able to solve optimization problem by finding lowest energy states or global minimum using coupling qubits as adiabatic computing method by super positioning states An imaginary-time variant,The amplitude of all candidate stated keep changing realizing a quantum parallelism, as per time dependent strength of transverse field and there is quantum tunneling through peak. Self realization is about knowledge about true self and self awareness is about conscious knowledge.Awareness of the body in quantum entanglement with mind as gross and subtle forms of energy gives a begining and end, for the senses time is linearly considered and finite.

Mathematically the property of the function as envelope space ( amplitude shape and frequency interpretation) is compatible with addition and scaling as superpositioned. Linearity can also imply proportionality in relationships.Detached awareness would make it seperated from body and  external objects without identification with thoughts as independent observer of the mind in non linearity as infinite circular loop in quantum psychology. Active observer or passive observer would lead to distinction between mind and consciousness. Quantum singularity is the state where principles of indifference and frequency interpretation of probability become meaningless and mind is disembodied. Collapsing quantum mental states in activation of neural circuits and rhe emerging successive state in continuity as fifth dimension and requires restatement of  the problem of consciousness as conscious mental states and self awareness only but experience of perceived reality in five dimensions. Levels of reality and the lower or higher order of it’s representation in terms of a global mental state which can represent itself as well representation of other in a sub optimal quasi equilibrium and local mental states interacting to optimize in partial equilibrium. Thought process, emergence of ideas and opinions show consciousness is not sufficient to explain the mind. Matter having  consciousness and something akin to thought in the processes as in pan psychism is a difficult question to answer even if a formal system cannot prove its consistency, unprovable results are provable by mathematically and consciousness is derived. Quantum theory of consciousness is an analogy for perception of consciousness, a goal driven randomness, quantum coherence as neuronal circuit superposition hence consciousness of various successive mental states having amplitude envelope of brain waves at the molecular level and the consciousness transference principle are required in quantum cognition. It can assumed that consciousness arises from quantum mechanics as both are subjective.Hypothetical displacement of quantifiable neuronal energies and information to matter or synthetic life  as transference of analytic consciousness would be too low  possibly  unless with a neuronal circuit or it’s architecture can be embedded and induce occurrences and initiating physical processes i. e phenomenal manifestation in interaction without totally denying the view on end of consciousness. Such transference has superposition and entanglement , further it should permit performance relevant adaptability facade rather than being in conflict akin to formation of synthetic ego and extended libido. It is now understood that quantum intelligence should be defined differently from classical intelligence. Quantum disorder due to entropy and uncertainty as quantum bits can take value 0 or 1 due to superposition and the many bodied problem so that there is localization of wave fluctuations  the degree of randomness and class types of outcomes usher in the the question of human randomness perception in systematically over presenting or under presenting subsequence ( ncbi. nim. nih. gov. in)

Evolution of the brain from a cluster of cells  to a ring like structure in the forefront of a tubular body of as that of a worm to a structure around the primitive brain stem of humans is a long story. Intellectual disorders from protein unfolding NRXN genes 1-3 are essential for survival and a have a pivotal role in neurodevelopment and NLGN4 gene mutations are associated with wide spectrum of neuropsychiatric disorders. Neurexin cause clustering cells to dendrite surface  brings in the role of proteins again in synaptogenesis. Reversal codes have been tested and default transcription across species has been found.The FOXP2 genes codes in evolution of vocalization and language has been suggested in contemporary research. Lunatic fringe being genetic, neurogenesis helping distinguish between neural stem cells and adjacent cells and a similar type of effect integrating inputs from inputs multiple sources of quiescence and activation avoiding random activation is also behind mental ascension of the anthropological mutant with an anachronistic idiot inside,the dualism from first person singular to the lonely immortal, there is echo and mental decline. Idiotic naturopathy as a disorder effects peripheral nerves with no identifiable primary cause is diagnosable. Biogenic amines facilitate formation of synapses and nutrition are considered causes of mental retardation.Yet the mental powers and ability in terms of general and specific abilities are not lost because others do not acknowledge it.

Knowledge in the observer or experimenter’s mind converts possibility into perceived reality. It is as if the observer can choose a past in a retroactive determination of what happened on the past( analogous to photonic experiment where it could have a choice to behave either as a particle or a wave. Particles are real as the observers mind defines them: Psychology Today) . 

The quantum mechanics has a missing nuclear force as the axial systems leading to classical mechanics axial by interaction of of fundamental forces where near neighborhood point in tubular axis like are in straight line as vertical horizontal is required.The idea of an indifferent cosmos assigning epistemic probabilities or even worse a mindless cosmos and a rejection of disembodied mind would leave unanswered questions. A discriminating mind would be there but with insufficient reason. Coincident transfer of consciousness to matter upto atomic levels from molecular biological levels and coincidence detection of neuronal circuits for variable seperate events in memory hint at synchronization which can develop into reflexivity. Where did the observation based on axial come from? Consciousness Transference is of the axial system which was the missing nuclear force in quantum mechanics is by the observer. Quantum technology is either axisymmetric technology or assymetric technology.An extended networks of multiple observers defining the structure space time and physical reality in the manner it is measured even at macro scales is cognitive.

Transference and counter transference is critical in psychotherapy in contrast to assumed internal reality shifting towards a presumed normal state through medication in psychiatry. Transposed unconscious feelings to another significant individual may have relaxation of boundary conditions of social relations. Transposition is the transfer of any term of an equation from one side over to other side with a corresponding change of the sign. In terms of waves it could be pitch at intervals, in scalar transposition pitch remains the same before and after the shift. As a valid rule of replacement it switches antecedent with a consequent of a conditional statement in propositional logic. Inference like A implies B to the truth of if not   B then not A. Translocation is associated with chromosome while transposition with individual genes. It is yet to be demonstrated that inert matter or universe has consciousness with subjectivity which is decipherable using transposition, transference. Although Reincarnation is s controversial subject and treating birth marks and defects corresponding to wounds on the body of his previous personality, phobias and philias and attachments related to former life, recognizing people and places of his/ her of supposed previous life as evidence when a person claims about a particular past life. This is not the case in in Dalai Lama institute. It is a Shamarpa, a regent, who identifies and searches and declares some child and throws him into the monkhood to be trained (in a coincidence shama in Arabic means a beauty mark and there is also a common word lha). The reincarnation hypothesis at present remains debatable.It could very well be an ability to use psychic phenomenon or telepathy of Shamarpa on a child who is receptive then get the child trained. A consciousness transference principle is also there in Tibetan buddhist tulku system of reincarnation, rebirth and the 14 th Dalai Lama, Tenzin Gyatso, lives like a refugee in India. He received the Nobel Peace Prize in 1989 for advocating peaceful solutions based upon tolerance and mutual respect in order to protect the historical and cultural heritage of his people. The Dalai Lama and Panchen Lama lead the largest section of Tibetan Buddhism, the Karmapa Lama the second largest. Currently there are two 17th Gyalwang Karmapas, Ogyen Trinley Dorje chosen by Tai Situ Rinpoche to which Shamar Rinpoche disagreed and chose Trinley Thaye Dorje. Shamar Rinpoche had questions about the authenticity of Tai Situ’s prediction letter presented in 1992 and requested its forensic examination which Tai Situ rejected. The government of People’s Republic of China officially recognized Ogyen Trinley Dorjee as the 17 the Karmapa in 1992. While Trinley Thaye is recognized by the Indian government.in 1999 Ogyen Trinley Dorje escaped Tibet to Dharamshala in India.in 2011 the Indian government accused Ogyen Trinley Dorje to be a Chinese spy but lifted the travel restrictions on him in 2000. The cultural hijacking of science and philosophy has its western participants and the history of Wu Zetian, Empress who overthrew Confucianism importance with Mahayana Buddhism in 7 th Century China is  vastly underplayed. Cultural decimation of the rich Tibetan culture by Communist China has been shocking since it’s invasion in 1959  has been shocking. Under President Xi Jinping the Chinese government’s policy on Tibet has shifted from total destruction of Tibetan religious institutions to control. Meanwhile Trinley Thaye Dorje wed Bhutanese Rinchen Yangzom in 2017 and announced he would not be performing ordination duties. The other Ogyen Trinley Dorje announced temporary break from Dharms activities in 2018 expressing personal doubts about his skills as previous Karmapas.The Karmapas traditionally predict their deliberately chosen rebirths. Monlam or Smon- lam chen mo great prayer continues roughly implying mind only principle.

The reality of Lojong as contemplative practice is an important contribution to enrichment of experience of living as Bodhicitta and philosophy of Sunyata. Buddha brain concept has given neurological findings that training the mind does alter brain functioning. Dream Yoga practised in Tibetan Buddhism is to understand impermanence and the illusion. Just as mercy killing is a topic in medical sciences, Assasination of Langdarma, as assasination of a tyrant as compassionate killing without hatred to liberate from future bad karma, liberation killing of dictators and tyrants has been done even in modern times.

Altara Kalama a hermit, of Sankhya school, was supposed to be the first teacher of Gautam Buddha according to some sources ( buddhanet. com). In Sankhya school mind is the instrument mediating between individual purusha and world prakriti. Illumination from purusha gives consciousness compared to light illuminating material assumed by the mind. configurations or shapes. The Vaisesika school on the other hand world consisting of material atoms that conjoint, accepts causation, consciousness is a quality of self  when it is embodied and the liberated self is without any consciousness. Quantum psychology with a true vaccum, false vaccum and quantum vaccum of minimum energy state with probability flux, in Jacques Lacan type of psychoanalysis gives a hierarchy of objects there is a real  an imaginary and a symbolic order. The degree of motivation for seeking a class of rewards in possibility of pleasure in attaining the object. The object a is the form which lack, assumes when it is represented, making it a truth as lack/void of it in both imaginary and symbolic real, the a becomes a of the order as a vertex amidst chaos/ noise. The desire of the other is apprehended by the subject ( The Other Side Of Psychoanalysis, 1964). The Object petit a as the unattainable object of desire with a projection of the ego is different from object relations of structured psychoanalysis. The fantasy reality has a bigger other and scope for impossible geometry where coordinates for desires are sought, desire becomes paradoxical in seeking its perpetuation rather than cessation in a trauma of initial encounter with the other just as seeking mother in a goddess complex or infant trauma. Desire, need and demand in neurosis and marginal subjectivity of the individual  the argument is that the desire to be recognized from the other and the supposition of what other desires on the basis of what other lacks ( lacanonline.com) , the gaps have to filled with  quantum surreal numbers. Arguably the necessary and sufficient reason for repetitive insistence of desires in their remembrance and transference to be limited biological gender differences bridges biopsychology and structured psychoanalysis ignoring neuropsychology and quanta unit formations of quantum psychology.Superposition of a conceived geometry on dynamic reality and the resultant derived geometry in subjective experience in psychological continuum is a possible reality.

3D space and a 3 D time with forward, backesrd and sideways  which forms time loops and reality shifts have been examined at many levels. But in terms of true vaccum, false vaccum, quantum vaccum and a ring of zeroes as shan- khora becomes a shunya with probability of reality shifting and consciousness transference. Shiva becomes the absolute void and it’s manifested form and literally means that which is not and it’s succinctly stated by some thinkers that for a theory of something is based on nothingness. The absolute vaccum with impossible geometry being effected through false vacuum surrounding it (thermodynamically) which has the tubular axial of missing  nuclear force dilating. Beyond false vaccum decay there is the end in bubble nucleation postulate. Being and nothingness.

The psychology of reality shifting approach as bottom up in levels of reality or up to bottom falling in a hole and shifting consciousness to alternate realities through distortions in space and time lacks consensus in scientific community. Subjectivity of perceived reality and conceived reality would not be the objective reality independent of observer even in formal/ mathematical reality. Shifting to a desired reality is hitting consciousness and awareness theoretically as quantum jump in daydreaming culture by active fantasizing and moving to alternative realities amongst possible realities has tulpamancy( body created by the mind)  becoming a dis-associative disorder if not accepted as plurality and each personality is another person. Immersive fantasies detached from physical world and it’s micro constituents at a particular instance may lead to wrong conclusions that the individual is actually visiting alternate realities. Mindfulness and meditation can cause schizophrenic decompression, aggression, anxiety, disassociation and depersonalization, particularly when others do not share the same experience.

Physical changes in matter when atoms and molecules speed up or slow down have no bonds broken or formed at the beginning or end of change, molecules rearrange to form new substances.Seperation anxiety and death anxiety behind fusion in fantasy bond could be self nourishment often ending in self destruction in eating disorders, alcoholism, drug abuse, and other compulsive activities. This supports an illusion of pseudo independence and self sufficiency through soothing fantasies( Psychology Today, 9 March 2018). The compulsive obsession in autogenous religion, or reactive obsession in sexuality, contamination is schizotypal. The frequency of distress and degree of belief the medulla oblongata, the cone shaped neuronal mass connecting the base of the brain to the spinal chord relays impulses responsible and conscious proprioception, fine tactile discrimination and vibration for involuntary functions like breathing, circulation, salivation, swallowing and digestion. Ecological rationality of the beast mode of satisficity and immediacy are part of realistic response. The complex number had an imaginary part √-1 and real part and all numbers are of the form a+√-1×b and cubic equation xⁿ+ax=b for n =3 is a sample.Reality shaping is different and different versions of the self have a dark side.The biological basis of psychology in terms of + ion releases in neuronal ends and neurochemical releases involves the endocrine system. The basal ganglia dealing with confusing and misleading signal inputs the somatic anxiety and cognitive anxiety leads to motivation for beast mode. The homeostasis and role of hypothalamus in hunger, satiety, panting and goal dedication for immediacy is brain mode. The goal and prospect seeking predator brain or reptilian brain has immediacy rather than default mode thoughts about identity, replaying memories, unraveling intentions of others, and thinking about others. The beast mode mindset in contemporary society with hunger for success is much sought for by athletes, performers and others in activities which appear logically unattainable. The increased amygdala activity has been found involved in reward related behaviour, acetylcholine, norepinephrine neurotransmitters and beastly aggression is a form of communication and attempt to maximize use instinctually in a species of space and resources too brain desired outcome.The sub cortical engagement of locus coeruleus( blue spot due to norepinephrine interaction) in autonomous arousal due to threat and fear in fight flight response as well as visual field enlargement has behavioral impact. Studied as mouse) rat brain it effects specific behaviour of anxiety, fear and motivation and addiction/ impulsivity. The rodent analogue of pallidal brain structures are linked to basal ganglia circuits. Ventral pallidum  and subregion specific functional activity of neurochemically distinct subregions have a role motivated behaviour. Modulated neuronal firing during discrete behaviour involved in obtaining rewards as fixation as a response requirement to obtain rewards or fixation to entry port of reward and consumption ( onset of licking) in rodent model ( PubMed Central, 15 July 2015), formation of fixation as obsessive drive regarding object, concept, different parts of the body or person and transference to release energies of fixation,  the fixation probability in two locus selection from trait locus and preference locus to a mutant in preference dependant risk has evolutionary content in marking of the Beast which is not a superficial skin burn. A quantum psychology in terms of evolution around a reptilian primitive of basal ganglia and brain stem, the primate structure of hypothalamus,hippocampus, amygdala,cingulate cortex  and neo cortex developing a self referential pride psychologically as a successful predator would be looking at the beast mode differently even if triune brain theory has flaws. A linear radial radiation (in a wide helical strip ) around a primitive within π/4 and π/5 adding complex neural structures has to avoid the misunderstanding that anatomical evolution proceeds same as geographical strata.Unconscious, subconscious and conscious with associated brain waves are being studied with the role of θ brain waves. The dual architecture of neuronal circuits and control and delaying neurochemical gratification in rational planning as trade offs in opportunity costs is only a generalization.Issues are different when physical activity is not involved and a logical reasoning faculty is included.

Gratification through fantasy is a case study. Evolutionary process draws biological borders, organisms intrude or are devoured, permeability of borders  exists even when partial border integrity is maintained. Selective permeability of borders  ensures homeostasis and specific adherence to cellular borders defines specificity of organismal interactions. The organization of proteins in distinct domains differ in structure and confer diverse functions. (Negotiating on Identity- glimpses on biological borders  Springer Link, 2012). Womb to tomb theory and tomb raider fantasy with biological fusion can be homotypic or heterotypic cells as one continuous structure of combined plasma membrane is well documented. Quantum fusion could be applied to psychological fusion. Magnetic confinement fusion is toroidal and inertial confinement is pulsed laser requiring temperature, density and time for plasma conditions. The z pinch and fusion μ gives 1/4πε0 .z1z2/r≈1. Biological plasma and plasmoid have a different meaning. Possibilities and limits and fusion of fantasy with reality, ruling out limits of physical world  and possibilities of individuals circumstances, the product would decide whether it would fantasy or reality. In case fantasy is a symbolic representation of external world and is used as a substitute to external reality it is a paradox even as an augmented system while recognizing stagnation points where vortex form in flows and the immersion boundary represents a discontinuity of velocity ∂u//∂y∂y. The meeting of fantasy and reality in augmented reality of artificial intelligence retains the paradox.

The quantum jump as non unitary evolution  under measurement crossing from singlets to triplets faces the limitation of classical mechanics where transitions are gradual. Reality shifting is not physical in the manipulation. To give  a complete set of orthogonal functions over 2 m and develop them on n for locally compact commutative groups G^ decomposes into into arbitrary input vector nlog n gives molecular phylogenetics and creating superposition γ(T) with transverse substitutions as wave that oscillates  perpendicular to direction of waves advance in genetic research with maximum parsimony s(T) and ρ . Wave genetics and resonant structures limited by spherical standing waves which permits wavefronts expansion to extend to infinity on one direction both backward or formed in cylindrical and planar geometry in radiation. Cloning with rings( cylindrical) or DNA sequencing and electric tunneling across DNA strand, vitro virus methods have made great advances. This genetic manipulation is not reality shifting in the sense which is maladaptive day dreaming.

The psychological reality shifting has another effect. Cognitive dissonance reduction during decision making and rationalization, choices reveal and shapes expected hedonistic outcomes and there is new evaluation of choice object, choice also modifies preferences( 2010, Proceedings of National Academy of Sciences, USA). Dissonance as lack of compatibility however is not exactly anti resonance, damping or muting.Cognitive resonance doing the reverse of anti resonance or muting even in deep alignment needs exposition when extended to tulpa the Tibetan buddhist concept( as a psychological rather than paranormal concept) to explore consciousness with a detached second mental perspective. A compulsive obsessive disorder about relativistic theory and geometry has developed.

Warped reality has the second delta δ4( Appendix 1 Geometric continuity, LL. B) of time independent stationary flow involved as singularity forms of the toroid deformation  α=1,β(x) as β(y) or β(z) tending to 0 or,γ((i j)≳0 take a value for δ4 ( I, j)  beyond the singularity acting as hole and null. (Space in front contracting and space behind expanding hypothetically, quantum entangled reality shifting in distorted reality is hypothetical. The fictional Star Trek  dialogue ‘ Warp One, engage’ as stars become dashes and light years fly unfortunately has instead of forward a recessional velocity in folding of viscous space  time for γ=1 with a singularity put in front of the device in compression and the problem of dimensional reconstruction. Relativistic gravitational effects whose measure is taken to be the deformation in geometry and popularized as warping space time in absence of quantum gravity  about which it is claimed there is no evidence also has the problem of resistance forces to folding, bending tending to restore. The fold axes in appearance in cross sections perpendicular to the trend of fold  gives axial plane which may be vertical, horizontal or inclined. Only folding at the corners of the polygon yields parabola bound regions.But such geometric continuity has low possibility and weak probability and is only a distorted reality. It remains a fringe theory.). Manifestation as thoughts being aligned with reality along all degrees of freedom along coordinate system of two bodies in a finite system in (x, y, z), (i, j, k) whose datum in relational space is known and are located in relative space has the difficulty of determining the measurement point in point reducibility and determining the orientation in space. Determine three intersecting  planes, the bodies located relative to each other’s at a specified angle to each other, the categories of alignment are perpendicular or parallel needs space factor has an artificial synthetic logic in simulation. Twisted reality with affine connections has triplets of spectrum for mass or central charge for W. Difference between two affine connections have tangent as vectors when affine parameters are laid in conformalism.

Neuroscience shows mental imagery activities the same neural pathways as reality and prepares the mind to perceive them and neuroplasticity. Frontal lobe of the brain where possibilities and curiosity arise overstimulate amygdala. This build new neural pathways in practising visualization.Quantum dot fluorescence and resonance has found application in neuroscience.Manifestation is treated as pseudoscience with no evidence of effecting reality. .

The first principle thinking of the flawed ( formal) mathematical reality  with Proposition P has trivial rings as zero ring C with additive identity 0 and multiplicative 1 coinciding, it also has anomalous cancellation of trailing 0’s  and is free of rank ℵ0 in Rⁿ . The M space having already split on induction there is an invalid geometry to be reckoned. PMC is on first principles.

Uncertainty flow is now in terms of time dependent flows and time independent flows of stationary flows as continuity, connectivity and compatibility of the insufficient geometry can be deciphered. Twisted reality conditions  are second order propositional logic of first quantification over propositions when the 0th order propositional logic of true and false as first order propositional logic is about logical  is considered. The second quantification in terms of  state independent ( unchanging properties) and the state of a system at a time which consists of nearly complete specification of properties of properties. This gives quantum mechanics and predicate logic. Quantum reality depends on observables, inference and interpretation.Different reality conditions give different field transformation and a new class of conformalism, assymetric tori, non commutative circle bundles in a quantum cone. Vague clouds of quantum possibilities collapsing to certainties of a twisted reality assumed to be induced through retro causality in opposite polarized spin exchange whose collision reverses spin to local realism of shifts of hyperfine structures μ( n) for δ1 and δ2 of a fine structure constant leading to causal discovery can be developed as credible pseudo science with assertions and methodological deficiency as only what is chosen is to be observed and is observed. With replicable experiments it becomes science but is never flawless.

Reality shifting as a fad with psychological preoccupation with novelty was popular in the Covid 19 times. Intuitive appeal in cultural epidemiology and the misbelief because of distress as reflective, a decent pseudo science has to undermine the trust reposed on experts. The example of matching torsion in terms of affine connection and a vanishing assymetric torsion tensor( weak) strong coupling depending on energy requirement in conditional confinement not being fixed or non zero scalar solutions with coincidence levels of scalar to vector and vector to scalar going on continuing are preferred choice in contemporary scientific literature), possibility of torsion in differential geometry with spin connection,making torsion a variable in time independent stationarity action, spatially extended point like have novelty. Revisability of the theoretical framework and reproducibility of  outcomes and results in seperate experiments  as testable in principle or testable in future has to be the criteria for demarcating pseudoscience  from science. The 50 year criteria to distinguish protoscience or embryonic/ emerging science from pseudoscience as in Higgs Boson (philsci-archive.pitt.edu) which is thought to be giving mass to other particulates is an example.

Coordinate time of relativity or the intrinsic quantum  time distinction being blurred by psychological time raises questions.Quantum ultra education apart, survival of consciousness after physical extinction, intermission memories, possibility  of an otherwise invisible dimension has been subject of investigation ( http://www.researchgate net). Unhappy people living in flawed democracy can probably choose their political leaders freely!

Can people choose their parents?What gives the feeling of being alive? Even if there is no annihilation of consciousness, it may turn the active observer into a passive observer. Counter transference can be subtle and revelational giving the anthropological mutant with an archetype material of culture. Here comes in the role of fictional futures.Science fictional post Artificial Intelligence future with spice guild navigators arising by mutation on consumption of melange of Frank Herbert’s Dune series just stops short of post cultural civilization or a post civilization culture. No answer is provided as to why one should loose humanity to become a venerable mutant.Reality having more personal relevance  in self reference, fiction and reality is distinguished by the brain.Manipulating reality through translational gain symmetry in virtual space and increasing perceived workload( researchgate. net) through unreliable sensory perception can be theoretically extended to manipulating or warping 3D reality itself and scalar bulking as warping manifolds or x part geometry warped as y is substituted for t and stabilizing the brane potential. A lot of effort is being made of warping 4D in viscous space time itself. Warping of space time geometry is considered to be gravity raising the question of what can cause this warping and morphing of images in absence of large mass and gravitational field. .

Maximum entropy sphere leading to order under constraints due to insufficient information, given entropy gaps potentialities to the perceived reality with ecological rationality has wide application particularly moving from micro to macro. Ignoring fictionalized narrative,argument can be put forward that mind becomes a reaction between past and present and the reaction there are degrees leading to different phases of the mind, in normal mind equable counterbalance( jstor. org). Developing the argument as the present surrounds with immediacy, the subnormal mind may not respond to immediate stimuli. Paranormal or beyond normal has a geometric sense  beyond normal five tactile senses along with three the vestibular, proprioceptive  and introspective in psychological continuity and twisted reality with renormalzation.

Existence of a primordial mind, and to the observer, the exact situation in a primordial universe, it is faced with the same difficulties. In explaining how mass originated, PMC where induction splits it into PC and M space magnetism plays the most crucial role in origin of the physical universe even in the doubly neutral non zero scalar and five vector field version. If the gradient of scalar field is perpendicular to the lines of a scalar field ∇⁽φ⁾ where some waves have dimensions of mass ↺∇⁽(p)⁾ and a non vanishing closed vector field ∆T which is non trivial. Mass if caused by this and the mass of quarks and leptons is again thought to be caused if a non zero neutral scalar field hurriedly named Higgs field in revision from Higgs Boson particle notion as the origin of mass. If and only if is but a pretension. Whether mass is a measure of matter or ability to resists change, it being expression of energy is not an adequate explanation of the pretension. It is about whether energy can be configured and confined with conditions.A primordial universe in a state preceding big bang  could be a collapsing universe and non formation of a hypothetical condensed state. Quantum fluctuations and non uniformity in terms of a big bounce and possibility of a primordial time measure comes across the puzzle of observability. Point cloud from time condensate as p loop of alpha participation from quantum wave or q wave giving q loop has a g factor. Classical waves differ from quantum waves. Excitation of waves in classical  dynamics is in terms of poin like with velocity passing through medium may interfere coherently giving s temporary shock wave. A quantum particle becomes defined as a delocalized wave function( researchgate.net). Quantum wave wave function is then not observable but only a probability distribution of observables. Post big bang primordial universe as melted hadrons at extremely high temperature has been examined by many. Direction dependent anisotropy and isotropization from the stage of nucleosynthesis has to be considered for time asymmetry and singularities. Simulation of ionization in primitive universe pist big bang with a stabilized qubit is either due to magnetic trap or circular polarization of the photonic effect with qubits degrees of freedom. Probability of number of photons in a particular state or even likelihood of a single photon to be in a particular state. Large number of photons  have shown classical and quantum  energy density to be agreeable.frequency is a scalar and also a component of 4 vector, the probability amplitude as scalar giving inner dot product inequality between two vectors of legal operators as polarization vector as wavelength is also a scalar. Repeated observations have to continue.

Repeatedly measuring the same quantity with similar outcome is relevant.Experimental evidence of transferred consciousness in active / passive observer and observed relationship and suspended judgment is somewhat difficult to replicate especially when the observation is theory laden. Scientific community having exclusive excess to truth and has no dogmas is an existential stress and identity crisis.

Stability is to be clarified in terms of mental and physical aspects. The first condition of stability of equilibrium implies solutions starting close enough the equilibrium at distance δ remains close enought, asymptotic stability implies that they are not just close enough but eventually converge to equilibrium and the last is about converging fast in terms of dissipation of energy.A scalar function V(X) defined for V:Rⁿ at any origin U in rotational quantum probability flow with trajectories such that there is complex number based vector space in global asymptotic stability could be computed in terms of two spinors and bi-vectors, emergent spin states and so on from atomic to molecular to organized central nervous system and brain in quantum de-coherence when doing mental rotation and to find stability of an equilibrium as quantum computational ability with an assumed continuity. Two state quantum system are non trivial and simplest systems on nature as the dynamics of a single state system is trivial. Superposition of two quantum states has basis states orthonormal.The δ between horizontal and vertical forU⁺U for two available basis states gives a diagonal matrix which evolved to a point on the sphere around point like on the surface of the sphere. Braids form knots in the perturbation with amplitude changes of probability and generalized frequency. Topological effects of quantum mechanics qubits has a class of particulates with spins which are neither half integral ( fermions) or full integral spin ( boson). Periodic boundary conditions  giving shape of a torus is the toric code Z₊ along with a planar code for computation type condition. Stabilizers violations become quasi particles. Braids and knots are relevant. This can be treated as a logical bit from qubit. From logical bits and quantum modes giving computational blocks, deep learning and object detection continues.

Observability type condition w(t) makes no non zero trajectory is hidden giving V (z)= ∫||x(t) ||ⁿdt becoming a path integral for n=2. Measurability and computability has developed into a discipline with observability limits in physical sciences. From an operation beginning with initial conditions and a set of rules giving an output being computability is a quantitative process, to become a qualitative act of determination limits are set.

The living experience and the ability of reasoning has received great attention in contemporary society.Neural pathways effect behavior.Mental disorder due to bipolarity, stress from bi – vectors send other types involving significant disturbance in behaviour and thinking could also arise from protein interactions and other neuronal conditions.( See chapter Mental Asylum). Altered states of consciousness less ordered higher entropy neurodynamics is considered unconstrained cognition often associated with psychedelic drugs. As the belief system is a vector summation technique and vector is both magnitude and direction it’s summation, addition, subtraction is not straightforward like a scalar. Contemporary belief systems are based on triangle, parallelogram and polygon laws of vector additions and subtractions which are geometrical and commutative rather than algebraic. A standard basis for sub geometry for Rⁿ and extended π~  gives an image of a determined direction for D as set of directions and l,π(P). P( n, q) would be the image of canonical sub geometry  where center of π could disjoint to the sub geometry or joint.

The very idea of mental stability distinguished from stability of a single mental state and mental equilibrium is changed in spatial thinking. Synaptic plasticity would causes instabilities and stable point attractors are difficult to find rather stability of neuronal trajectories are intensively examine in contemporary neurology. The quadrature of intelligence in unit probability sphere and sphere packing could be purely geometrical in terms of qualifying and providing geometrical conditions and parameters unless quantum intelligence is understood.The development of the idea of symmetrical outcomes to a frequency or relative frequency and identifying a probability function or family of functions from exchangeability or partial exchangeability based approach in defining probability has evolved.It becomes inferential tool.  Conservation of probabilities implies that no observational difference exists between the system and symmetry applied to it( physicsforum. com) if a single rotation invariant exists on a contrived model’s setting avoiding biased deliberation of methodology without invoking the supernatural. The information geometry and variable disorder of geometry giving random geometric network along with paradoxical reasoning.Properties of geometric objects that are preserved under continuous deformation the n continuum elasticity as topological space and contrasting extreme deformations of colapse mechanism in quantum computing  is feasible. Leveraging the quantum mechanical system with geometric probabilities and quantum probabilities, spatial thinking in immersive mental rotations of superposition and entanglement which brings in computability and an extended reality.It also makes intelligence external to intrinsic composition of the universe.

Realms of the verse and a universe with order and harmony have a content.The idea that the universe has intelligence in terms of as we know it to emergence of intelligent life forms and technological intelligent systems raises the question whether legal system also had inherent intelligence or it is only the players in the system who have intelligence. Expanding the scope of discussion while incorporating contemporary notions from physical sciences is a Herculean task. Evolutionary biology, has interesting suggestions about key to life on earth, intrinsic basic competition like sperm competition to fertilize resulting from natural forces and environment to come into existence and monopolizing by grafting on the biological membrane they latch on to as private part to private property hypothesis. Bacteria is unicellular organism with circular DNA are one of the oldest life form on earth. The RNA and DNA formation and primary composition is become known. Genetic alterations effecting growth regulatory genes have lead to malignancy. Oncogene are widely conserved and are positive growth regulators. Growth signals from cell periphery to cell nucleus can be effected by genetic change. Then there are negative growth regulator genes which can can be deleted or inactivated by mutation. There is oppression arising from external conditions as well as suppression by controlling internal expressions. The reproductive system in earliest stages of genital development involve cells destined for tail and in some back legs or hind limb following a different path in females and males in reproductive system structure. Two groups of cells at the outer edge of the embryo when it was still a flat sheet. Novel anatomical structures arise.

Evolution of humans and social structure is not that long. Quantum psychology with superposition and entanglement and archetypes existing in collective consciousness, the supression and oppression in genetic expression of growth genes and malignancy, the awareness of temporal end, elasticity and plasticity would need explanation.In primitive religion the phallus orientation persists and a psychological profile can be structuted. The political economic society has an analogous social and economic stratification and social anatomy. A basically parasitical economics is generated. The role of public opinion, welfare, and constitutional parasitism come in unconsciously when governance in involved. The interesting term constitutional parasitism has gained acceptance. Indian secularism under BJP rule had been criticized in the Western media with liberal use of this term as Indian system does not treat secularism to be shunning of religion but grants protection to people to pursue their beliefs with some protection to minorities in it’s cultural setup. Social hierarchies being treated as natural occurences due to abilities is contrasted to intelligence being defined by the culture in which it exists.

Socio-political formulations of contemporary society reflect dynamics.To treat judiciary as independent yet  an organ of the government would still not seperate it from a central nervous system. How notion of entropy effects the judicial system needs to be examined. The biological entropy in its earlier definition was in terms of biological processes at constant temperature, information entropy concepts came later.Evolutionary entropy becomes the cornerstone of directionality theory. Social behaviour evaluated with the same reasoning is social entropy.The social order and system in a non static physicalist frame the causality and existing state has socialization mostly interpreted as social justice based social entropy. Society can be more than a system particularly generic political subsystem, cultural or economic subsystem as a superstructure or supersystem of systems. In market of legislation, adjudication and goods and services it is efficiency which is sought in power game by players and stake holders who have culturally determined intelligence. The Long March and establishment of People’s Republic of China in 1949, the acceptance in 1981 that cultural revolution as a socio political movement  in People Republic of China launched in 1966 by Mao Zedong lasting till his death in 1976 was a blunder in terms of purging remnants of capitalist and traditional elements. Only entrenching Mao’s political power during the Great Famine 1958-1962, the Great Leap Forward 1958-1962 of converting agrarian economy to industrial economy seems to have had results. The New Global Order emerging amidst crumbling neo colonial geo politics, discussions veer around USA and China in contemporary discourse. The importance of individual opinion has not diminished. A global culture in effecting human law’s evolution faces the problem having limited structural strength. The International Court of Justice which could have played a role in directionality and discourse on international law seemed to be fumbling over issue like Russia Ukraine War and allegations of genocide in a recent example. Debates center around it’s effectiveness particularly in fluidity of geopolitics could be a defective process of selecting judges with claims of being jurists.

Does  the vote of a citizen contain give a message which has no redundant information?Elections being the hallmark of the Democratic setup and politics requires financing but is a lucrative business full of professional politicians. The political and electoral funding through various sources such as membership subscriptions, donations to political parties has led to its control through S80 GGB and S 80 GGC of Income Tax Act and State Bank of India issuing electoral bonds for donations to political parties registered under S 29 A of The Representation of People Act, 1951. The need for more transparency is continuously felt particularly when Foreign funding and Corporate funding is to be permitted.  Without distinguishing funding of political parties from funding of electoral process, whether anonymity of donor with amount of donation to a political party being known is more transparency than identity of donor being known without amount of donation being known along with individual security of life and property of donor being at stake needed to be answered( Writ Petition (C) 880;of 2017, Association for Democratic Reforms Versus Union of India, can the judgment by  the bench headed by CJI Justice Dhanjay Y Chandrachud,( his father Justice Y V Chandrachud and son Abhinav Chandrachud are claimed as the biggest Jurists internationally although Mr. Justice Ranjan Gogoi have demonstrated matching capabilities)  most of his monumental judgements could be said to be based on surmises and conjectural thinking. Anonymity could promote a healthier and more inclusive political funding environment. There appears to be a selective approach to transparency by the judiciary.(The Indian Express, 17 February 2024).Political funding and dark money through anonymous sources is a major problem in all democracies. Politics becoming a lucrative business is the most easily offered explanation. Once the SBI released the name of donors in March 2024, The New York Times was squirming as to how Adani or Ambani were not amongst the top donors. Santiago Martin of Future Gaming who has connection to political party in Tamil Nadu is not mentioned. Hyderabad based Megha Engineering &Infrastructure being the second highest donor is also curious as no clear connection is not made out. In 2013 when Election Commission had suggested that political parties to issue receipts for donation recieved, it was the Congress party had rejected it. The Guardian considered it a big blow to BJP government, the Pakistani media also felt the same as BJP had received the maximum donation. Opposition political parties have jumped on the bandwagon though it’s previous allegations are not substantiated yet. Electoral bonds are being debated and the opposition political parties have gone to the extent of calling it scam. The Congress party also accused the government of tax terrorism as it received income tax notices for 1995-95, 2017-18, 2020-21 which stands at Rs. 3,567 Crore( livemint. com 30 March 2024). Argument  is that it disturbs the level playing field (thehindu.com). Interestingly the opposition parties who want to protect democracy like Tejasvi Yadav son of politician Lalu Yadav, Rahul Gandhi of Congress which is s family fiefdom of Gandhi family, Akhilesh Yadav son of politician Mulayam Yadav, Sharad Pawar with his family fiefdom party, D Raja of DMK, Farookh Abdullah or Mahbooba Mufti and lastly Uday Thakre claiming Shiv Sena as his family party are also of the same type. Their being on stage together on 31 March 2024 rally at Ramleela grounds New Delhi is symbolic. Their political parties are purely family organizations with no internal democracy. Fact remains that India is a vibrant democracy.

Interaction between state and citizens and decision who gets what and how when supplanted with when where as seen is effected by culture and belief. Trust deficit being played upon by the judiciary which is itself accused of partisanship, double standards, lack of transparency,  control by family oligarchies, elitism  is counter productive. Malignant growth  of the sub system could end the entire system. The supression of internal dissent and tend to be oppressive towards other organs in the garb of independence is dangerous.

Terms like social order and social entropy can be linked to institutional and cultural paradigm with degrees of freedom based on social justice requirements. The classical notion of social entropy is wealth and location residence. More like entropy of thermodynamic, disorder where there is thermal energy per unit temperature unavalable for useful work. It is a state function as initial and final state of the process and independent of path taken. Social entropy would be the amount of energy unavalable for doing work in a given process in a social system. Entropy of information also represents uncertainty, lack of information about an event before recieving and is its gain on recieving information. Constituionalism as a mechanism provides legitimacy to democratic government, hence is more important than the Constitution as a corollary to fundamental governance of the country. Funding constitutionalism is a major task.

Once political entropy is brought in with institutional frame  of entangled political economies, constitutionalism can be a legal principle and the system is not merely ideas but physical with six point functions of enthalpy, entropy, dimensions, pressure, temperature and time. Social enthalpy is in disassociation combination, solution, neutralization, precipitation of thoughts and ideas.Macrosociological variables and measure of social state of population, information, spatial area, level of living, organization and technology are taken in a non static society. Social disorder measurements and assumed desirability of a social state from assumed ordering in aggregation of preferences of all conceivable states lacks pragmatism when the entire set of alternatives is not available and aggregation of qualitative ratings of welfare measures is unclear.

Constitutionalization of a system has political entropy involved.Natural justice and due process of law is of greater consequence on rule of law constitutionalism. The proceedings of the Constituent Assembly, framing of the Constitution and development of constitutional law is a continuing process. The Indian Supreme Court has recognized constitutionalism as a legal principle right from State of Jammu and Kashmir vs. Triloki Nath Khosa (Judgment dated 26.9.1973 ) and Keshvanand Bharti vs. State of Kerala 1973(4)SCC225 to I.R Coelho (Dead) thru. LR’s Vs. State of Tamil Nadu dated 11.1.2007.

This has also lead to development of Transformative Constitutionalism which seeks to transform the society and bring comprehensive social changes. It ignores India as a civilizational power in some sort of cultural pimping. . Paradoxes of judgment aggregation even if each judge follows the relevant legal doctrine, case by case approach or conclusion based approach and premise based approach which is issue by issue, gives different outcomes in majority judgments. The majority judgments may be logically inconsistent relative to the legal doctrine and the possibility of inconsistency may not be tied to the legal doctrine itself.(plato.stanford.edu).Discursive dilemma and impossibility of a judgment aggregation rule satisfying universal domain along with compromise judgments relying on probabilistic opinion summation requires collective coherence. A combination of judgment sets across the individuals is called a profile. In the context of profiles of judges considered by the collegium system of Supreme Court of India there is only a statistics about number of judgments authored rather than minimal consistency. While considering voting rules of collegium another problem of transitive preferences occurs. Voting rules accounting for all transitive preferences over a set of alternatives and candidates in majority views are also problematic. Realism ( Axel Hagerstrom, Scandinavian Realism) explains that when an individual makes a declaration of intention within a sphere of private law with an object of bringing legal consequences, it must have the same meaning of rights and duties which will come into existence as the legislator has. This lead us to a judgment like Navjot Singh Johar Vs. UOI 2018(1) SCC 791, upholding LGBT rights and taking a holistic view of S 377 IPC.

The question also arises now of taking into consideration Critical Legal Studies and Feminist Jurisprudence. How patriarchal interests have caused mismatch and life experiences of an imposed structure. Experiences are male, female or gender neutral. Problem appears to be two fold, individual choices and social choices and whether gender differences require emphasis or to be ignored for equality.The Hijab and Halal controversy, religious conversions, intolerance are issues which now require a realist and Transformative Constitutionalism.

There is camouflage and constitutional parasitism in shaping citizenship through subterfuge(International Journal of Constitutional Law: academic. oup.com). A constitutional counter narrative is in a populist struggle with constitutionalism. The burden is pathological. Cultural pimping bordering on psychopathy has mutual dependency and complimentary neuroses which requires subjects with self abasement and self degradation. Pseudo-conformity, lack of controls and reality adaptation come to the fore. Geometric collapse induced wave collapse,outside the collapsing surface of rotation of paraboloid geometry radian and radius is considered( with aerial radius of it’s inner boundary 2 sphere decreasing with η and inside the collapsing matter each surface is portion of 3 sphere then scale factor is varying. No particle world line will be lying on the paraboloid as it would mean infinite velocity.The economic forces will be perpendicular and phase shifted in time independent and time dependent flows, short distance strong, or long distance weak,  collapse force ( analogy to gravitational collapse force). The economic collapse predictions would need to understand to the collapse geometry and the identification of expelled internal geometry as holes/empty spaces( akin to wormholes) whose sides depict escape velocities. The circular shapes with escape velocities akin to ring of function like refined production function, real consumption function in energy relations, physical and human capital and labour/capital/productivity function either excluding technological innovations and closed economy or an open economy with technological innovations, are not closed rings of functions. To avoid economic collapse growth trajectories have to set out with simulation where market mechanism has failed or random growth trajectories led by market forces given the viscosity of demand to money and varying velocity of money. The control over velocity of money and disposable income requires both monetary and fiscal policy measures  synchronized. Exact solutions of stress energy ( like using gravitational field around point liike other than trivial flat space solution which in quantum economic theory has a a sphere of space like on a point like on space like unit surface. Existence of financial black holes and exact solutions which are locally unobjectionable but globally suspect character. Recessional waves produced effect short and longer term expectations in domain general psychology of the participants in the economic system as domain specific mental states collapse and new mental states emerge. Such dip in confidence and expectations is indicative as  found in data from USA .( Hindustan Times, AP 28 February 2024) Market bubble burst, market collapse geometry with tubular neighborhood of flows constrictions and market crashes are mostly represented in terms of speculation and panic selling in the dips on a time line of period of time confined on a single plane showing the chronological order of events as they occur.

The market for legislation, adjudication as well as economic goods and services with primary, secondary and tertiary classification has its entropy and enthalpy conditions in its working. Behavioral aspects a, moods and sentiments get applied to market psychology. Equilibrium of economic forces are similarly notion of a triangular mesh or grid of tubular neighborhood or a set of point like on a spherical  surface with global coordinates  decomposed into identical triangular regions constructing local coordinates for each region.There is a degree of randomness or uncertainty which also measures volatility. The quadrature signal from quadrature of sphere appears to be “shadow of shadows “( Gauss) as market signals even with negative frequencies in the three dimensional time and frequency of the economic sphere which is again like a probability sphere with coherent pulse measurements. Use of in phase  is movement of two waves with the same velocity at the same time to the same place while out of phase they are doing the opposite things in regular activity but quadrature phase of splitting the signal into two orthogonal components oscillations and components signal of real and imaginary is not to be suggestive of intelligence. Predicting the market is a challenging task in even in the presence of precedents in the legalized system. Past movement or trend cannot be used to predict the future movement in a situation of financialization of the economic process with exchange being facilitated through intermediation of financial instruments where financial elites and institutions gain greater influence over economic policy and outcomes. In the non finance sector it leads to inequality, lowered employment and income transfers to capital owners. The markets require mobilization of resource and allocation problems, there is the veneer of legality, and there is the basic psychological function it serves.

Part XII of the Constitution of India lays down Finance, Borrowing, Property in Article 264-300. Part XIII is regarding trade, commerce and Part XIV as services under the state. The preamble declares it to be socialist by an amendment.The degree of freedom in the market and its openess is left as variable. Gradual trade liberalization since 1980s has led to an openness value of 23.98℅ from 1969 to minimum 7.66℅ in 1970 to maximum 55.79℅ in 2012 and is 45.29℅ in 2021 whith a world average of 162 countries as 89.24 ℅ , hence, a rank of 123 according to data by The Global Economy. ( https:www.theglobaleconomy.com ) giving World Bank as source. Center state relationship and stress and strain in the federal system came into focus in 9 judges bench again headed by CJI Dr. D Y Chandrachud who believes in structured judgements popularized by some law schools in giving opinions and decisions. It is rare to see s 9 judges bench. Tax related cases or constitutional issues the Supreme Court of India has authored only about  17 judgments since 1950( Supreme Court Observer 25 June 2020) Questions are raised in the manner in which Supreme Court of India turned a review of the Sabarimala temple entry case into an opportunity to set up a 9 judges bench from  a 5 judges bench to 7 judges bench to 9 judges bench. The then CJI, Mr. Justice S A Bobde observed that this reference to 9 Judges Bench by CJI Mr. Ranjan Gogoi by order dated 14 November 2019 may the most innovative idea but has not effected anyone prejudicially and that it had framed larger issues. ( The Hindu 10 February 2020).The state of Kerala brought an original suit in the Supreme Court of India under Article 131( State of Kerala versus Union of India, Original Suit No. 1) challenging the Union Government’s norms on borrowing limits and argued about it’s unique financial landscape and it’s urgent financial needs. The grievances of Kerala over lowered borrowing limits imposed by the Union has precipitated a severe financial crisis were met by the Union on the ground of macroeconomic stability. Kerala also challenged the Union’s interpretation of Article 293 and urged that the consent mechanism outlined only serves the purpose of protecting the Union as a creditor rather than conferring powers to regulate state borrowing. Mr. Justice Surya Kant presiding over a bench ordered the Union to be more liberal than as it had been to other states and give a one time special package even though the Union took the stand that debts run by the States affected the credit rating of the entire country. ( thehindu. com, 12 March 2024).Dispute resolution at the nation state level needs a perspective.

As law is a process,  a binding global administrative law in international dispute resolution in a general structure of international relations, public international law differs from conflict of laws or private international law. A World Government after another round of de colonization would have to be in a non business of religion environment, bereft of business of poverty of profit to oligopolist and benefit to poor and the business of development in shared prosperity model of neo colonial institutions, with no center or periphery notions a workable World Government would seek good governance. In the new atomic era of putting atomic energy to peaceful use required an initiative as nuclear energy had a pivotal role in worlds energy, health and agricultural needs for sustainable development goals. The shift from using uncontrollable fission of atomic bombs to start a double stage process of using fission to kickstart uncontrollable fusion reaction of hydrogen bombs for destructive purposes in power politics to the politics of peaceful applications is a great shift.

Independent sovereign states with obligations and duties as players in international law the status as citizen of a particular nation state acquires a seperate meaning. Formally concluded and ratified agreement between by and between states are treaties in international law. These treaties become early manifestation of international relations with axes where state variables are considered and the state of the system is represented as a vector.the integral transforms converting a real variable in time domain to a complex variable in complex valued frequency domain on a plane. Level playing field is notional. Measure of locally bounded variations and conditional convergence of the transforms rules out absolute convergence. Almost everywhere convergence of sequence of functions is the L norm.The sequence f(n) converges μ almost everywhere with dominating functions (2g)p. Norms for protecting human rights  proceed unevenly with ideological divisions and differing sets of inequalities. Inequality Lemma is often in terms of limit inferior of a sequence  of a sequence of functions for pointwise convergence where μ(n) is .a sequence of measures on measurable space. Probabilities being involved the integrals turn into expectations. Axis powers and Allies as military coalition to oppose in the World War II scenario saw Allies referred to as United Nations in the aftermath. Shifting national scales in rhetoric of globalization and political scale. Hidden geometry of international trade is hyperbolic( http://www.nature.com) but the solutions in deformation geometry and uneven development is stuck with the idea of sustainable development. Dilemma of deliberation in locally finite type quasi coherent affine globalization of notion of variety and critical practise morphism Increasing integration of nation state economies and their growing interdependence as power geometries in time space has periodization in idea of the globe or sphere as a fundamental image in adhoc globalization and intersection of social, economic and political forces of the present configurations. Global supply chain which have to be optimized by maximizing or minimizing any function from a set of available alternatives along a normal and muti national companies are the new development.The emerging climate crisis and development of environmental laws are also being deliberated. The hypothetical global state with polarization and on time dependent flows of vertical axis in perpendicular relations are photonic analogy of charge seperation and electric flows between charges as trade flows in dipole. Alignment of local states and their Constitution for optimization is not merely theoretical. Eigen vectors, eigen states and institutionalization would arise for computability with quantum memory. Terrorism getting a fight, flee, freeze response in how consciousness is managed in conjectured quantum brain with insufficient information from pulse beat or heartbeat type electrophysiological event and quantum entanglement has the possibility of political states become terrorist states using terrorism as a policy to manipulate the global and local state. Multi scalar analysis of levels of governance and change would also be multi directional. Governance beyond nation state and boundaries with ambiguous accountabilities and institutional arrangements are debatable( http://www.sciencedirect.com). Percolation describing behaviour of clustered components in random embedded networks, filtration with sub critical regimes and evolution of clusters of economic activity with an assumed cultural consensus can be applied. A critical probability as the threshold value such that global behaviour is substantially different when there is a percolation probability on genus surface and membrane structure , the fitness of expected clusters is a stochastic flow. Even the unknown becomes a quantum state. In the overuse of analogy to global scenario this gives a new insight.

The International Court of Justice, the judicial organ of United Nations , Justices are elected on the basis of allocation of seats among regions of globe. It has had Nagendra Singh from 1973-1988, Raghunandan Pathak 1988-1991 and Dalveer Bhandari 2012-onewards.The ineffectiveness of the institution in an unpredictable world and the political nature of its judges including their unfair elections to meet expectations of a world community needs reforms. World systems may encompass parts or the globe, description of global trends it leads to rise of globalism in a network of connections. Britain desperately hangs on to British overseas territories like Gibraltar, Virgin islands,Falkland islands, Caicos islands, Diego Garcia etc. send even passed the British Overses Territories Act 2002. The idea of a Commonwealth was floated in 1949.Decision by Barbados in 2021 to become a republic and cut ties with UK’s monarchy made it the fourth Caribbean country to break away from a colonial reminder. On 25 February 2019 ICJ gave it’s advisory opinion that process of decolonization of Mauritius was not lawfully completed when it gained independence in 1968 from British colonial rule. The General Assembly of the United by recorded vote of 116 in favour to 5 against adopted a resolution accepting the opinion. The 2024 issue of USA on the archipelago of Diego Garcia, a disputed overseas territory in Indian Ocean, despite the order of International Court of Justice caught global attention. British had ignored the ruling of ICJ at Hagues. Moreover,Britain gave it on 50 year lease to USA to build a military base in exchange for Polaris Missiles which required renewal in 2016 which was done for further 20 years. A super-national military power psychological complex and ability to exert influence has its economic costs. The United Nations with a stubborn control by 5 countries in the Security Council is totally removed from reality of changing geopolitics, economic and military strength in contemporary world and intentionally ignoring strategic  Indian position.

Alter globalization activists and global Justice movement of climate protection, labour protection, indigenous cultures, civil liberties movements have found increasing social space. On the other counter globalization movement is critical speaking against Deep State.governance with potential secret and unauthorized networks of power of ruling elites pursuing their own agenda and goals could form a fourth branch of government which influence bureaucratic defiance, fund political opposition and through fourth estate of media shape opinion also. Propoganda is crucial for creating individual competitive advantages in reputation building. Credit Rating Companies like Moody’s, S&P and Fitch are often criticised for their negative impact in global capital markets. World Trade Organization dealing with global rules of trade between nations is a successor to the General Agreement on trade and tariffs. Trade barriers are mostly an outcome of  local state policy and the mechanism of review of trade policies with increased transparency of decision making process has been lacking in many respects. Forcing adoption of free trade practices on developing countries only to benefit rich countries in a bias ostensibly for globalization is the question on its impartiality and resultant inequality amongst nations. The moratorium on digital tax by World Trade Organization for two more years in 2024 is evidence of the bias. This moratorium on traditional tariff on electronic transmission and e-commerce began in 1998 at 2 nd WTO Ministerial Conference at the insistance of USA and some European Union and Western countries. End of moratorium would upset the earnings cart.

The time line of history and the era of first globalization of trade and finance was supposedly between the period between 1870-1914. There is cultural, political and economic globalization in terms of range of norms and beliefs, extension of social relations across world space and change in world time.

Interrupted time series design where assessment of the effect of an outcome of an intervention is repeatedly over time or relative time series method which does not focus on abrupt intervention but rather on the covariation between two ongoing time series measures socio economic change and the psychological effects in shaping market sentiments are clear. Representation in temporal sequence of combination of observables indexed by time subscripting as individual segments with each having characteristics property depicts s temporal order. Time line has past at the left and future to the right representation or down as past and up as future.

Attribution by implication to relativistic theory formulation, existence of time with matter and not without it, time like and real time, it is measurable in a paradigm. Force identification by responce of the system or by disambiguation in the conceptual unified field with an implied magnetic monopole and multipolar development ,The unified field has a collapse of superpositioned geometry on geometry continuity to a magnetic monopole along with planar quantum polarization( similar to two photon polarization alignment with index of characteristic classes for ( ∇ -m)ⁿ =0 and 1 dimensional projective spaces of the fields over manifold M) on to monopole as coincidence in the one point compactification process e = mcⁿ . Reconstruction of geometry in retrace around Ω point like resonance, enthalpy entropy  conditions and 0 point function energy of three momental ellipsoids or from the δε of ω form is given by three axes ω which are not orthogonal even for three tori as surrounding insufficient geometry of reconstruction in rescaling. Recalling stationarity flow as being static  this would be a fixed point if the point like as resonance would be a single stressed point of superpositioned geometry on geometrical continuity folded to the point function or point like with stress energy which is the same as that of inferred quantum polarization energy in coincidence. Kinematics of motion without regard to forces that cause motion could exist as free point like of morphological ending where symmetry, assymetry, rotational groups are redundant.To introduce dynamics as how forces affect affect motion of objects  will arise again on disambiguation.Quantum forces are electromagnetic, weak and strong nuclear forces at the micro level. Quantum loop gravity would be the fourth. Enigmatic non configured dark energy and dark matter from sequence of operators interpreted in some other ways which cannot be expressed as associativity possibly, This could be due to multiplication of octonions which is non associative but addition is associative differs from addition and multiplication of quaternions which are associative along with non commutative rings as ring which is not necessarily commutative for (R +,•).

Moment of a force depends on magnitude and distance from axis of rotation  or force about a point related to the perpendicular distance of the line of action of the force from the point, while moment of time is a point of time or minute portion.Moments of functions are quantitative measures the n th raw moment is moment about 0 and the spur of the moment spike in the circular which urges forward.Just as mass by itself or temperature by itself is not a force, time is not considered a force but a dimension or parameter in which forces are described. η invariant with ζ regularization gives signature defects in quantum anomaly in detected dissipative system, turbulence time reversibility at the limits of vanishing viscosity of space and time has both local, global and gauge anomalies. Time like and real time are different and when interpretation turns into definition  entropy  comes to be defined in many ways. Optimality of observability inequalities in a system with potential and the geometric solutions with hyperbolic and parabolic inequalities remains an approximation.

From reference and inference curves of conceived geometric continuity and perceived values of quantum mechanics, there is realisation which has to be actualized. Time perspective has time attitude as negative or positive attitude towards the past, present and future and time orientation is the direction past present or future. A future orientation is anticipation of consequences and planning, present about risks, while those with past orientation have adverse mental effects. Delay discounting in rewards and impulse,  time attitude and time orientation has a collection of possible selves in self concept keeping psychological state as domain general and the mental state domain specific given activity in brain circuitry and various brain waves given neuronal firing rates.The reductionism of mental states to classical brain physicalism in mind brain correlation is not sufficient and subjective experience of the mental state in quantum brain and non distributional lattices of levels of reality. There is a quantum sub conscious for bi-stable quasi equilibrium in indirect measurements in pure quantum states often trace is sum of diagonal elements of its matrix when there is an idempotent at least for operators. Quantum unconscious is treated as immeasurable or dark energy in the quantum brain akin to effect of not yet discovered dark matter. Superpositioned coherent mental states are of quantum mind would be insanity if mental states were not to collapse in terms of brain wave collapse in quantum brain. A mental fixation would turn into crucification.

Timing error is found in most action example in an attempt to outperform markets or beating the market appears in prediction based on time series. Predicting recession in short duration till it has arrived is fairly accurate but not when made for longer duration is found in the use of time series in economic sciences. The evolutionary process governed by thermodynamics are behind economic activity in existential economics. Economic organization is in terms of equalizing energy density and maximal energy dispersal is equivalent to maximal rate of entropy. Supply and demand is the balancing of independent energy densities in dissipative motion , the trajectories of economic evolution based on perception of energy gradient and its reduction effects decisions. In physical science the possibility of correction of timing errors by time dilation on time dependent flows such that time moves relative to the observer is a difficult concept. An object moving very fast  experiences time more slowly than when it is at rest. This can also be taken to be as two clocks clicking differently in two different reference frames whose origins may or may not coincide or as connection between cognitive time and relativistic time dilation In another version time moves slower closer to center of gravity. . Difference in elapsed time either due to gravitational potential{ in average magnetic field as a reference system and magnetic noise on renormalization for quasi particle parameters ( Phys. Rev. D 107, 18 May 2023)}or relative velocity, varying signal delays have been physically tested for experienced time. Proper time remains same in all reference frames while time dilation occurs  when comparing the passage of time in different frames.Time considered to be absolute flowing uniformly independent of reference frame and paradox is that of measurement only .It  not flowing uniformly , non linearity and metric space problem are evident.Does time flows at all or is it matter flows and there are cycle of matter and energy? Time would not exist without matter. Polynomial collapsing of the quantum mind of unit space like sphere into a physical structure of quantum brain gives mental states. Thermodynamics, point functions and morphological end are the key.

A celebrity scientist Stephen Hawking hosted a party for time travellers in 2009 and no one showed up(Mashable.com 14 March 2018). By invitation only party was planned and invitation were held back till the party was over i. e party at University of Cambridge,UK  supposedly held on 28/06/2009. Even after the unsuccessful party,he still hoped somebody would take up the invite as if the invitation was to all. It would be contradictory that somebody in future actually accepted the invitation and appeared and it has already been said that no one appears. Has it been wrongly recorded? Blank stare in interactions after having experienced psychic or mental phenomenon is doubled problem when people purpose fully ignore someone whom they have interacted with socially and held verbal discourse physically. The physicality of real time and claims about it would cast aspersions even on a mathematical time series if prejudices and subjectivity in interpretation is considered. Reviewing his celebrated book Brief History of Time assumes the beginning to be from a single point of origin of matter and dawn of time along with it. Quantum time travel and thermodynamic anomaly is also ignored. The history of the concept of time as circular in Eastern scriptures or linear in Middle East scriptures, it being absolute and external or relative has to be understood. There might not be single dimensionality or single time that governs the order of events. However,the year 2009 is known for bigger show of a planetary sized asteroid crashing into Jupiter in September 2009( http://www.space.com 2009) reminding of the historic comet impact of July 1994 Shoemaker -Levy 9.

Insights about the financial system, toxicology etc. and beyond  has lessons emerging. Probability bits as probit function used in time series  from envelope space definition in probability distribution even though qubits can exist binary relations due to flip in rotational plane as applied to recession prediction in economic science requires understanding the quantum mechanics involved and  it’s classical mechanics interpretation. Conception of time is invented for sequence of events and duration, intervals between them, quantify rate of change, quantity of material reality. To give  operational definition of time without circularity giving spur of moment in its linear view is required. Quantum decoherence, quantum entanglement, being deciphered by the anthropological mutant with invented time. Time can be speeded up, slowed down or reversed in a quantum system by implementing or reverting to different quantum states from different points in time. Space like quantum probability sphere jas knotted loops as series of connected edges and circular series rings of parallel edges along the genus surface. Spur of moment in spling ring commutator and δ spikes on horizontal or stationarity, vertical axial’s for asymptotic stability non stationarity flows and the spike δ in between horizontal and vertical axial. Which δ spike appears as bulge on the circular ring in the field causes quantum fluctuations. Points referring to localized vibrations and oscillation while clouds of resonances. The notion of smooth partition of unity and softening of the singularity is required. Incoherence of ∞ is not the same as stochastic and quantum incoherence from k base simultaneously. It is used for quantifying decoherence. Zero point energy( vaccum energy) is the lowest energy level in quantized energy levels also for the oscillator is measurable as a force rather than energy at the smallest scale and has observational limits to a micro scale as constant. The effect forces working even inside zero point energy state are due to quantum fluctuations . The hypothetical global multiverse with a vaccum decay in presence of an electric field and pair creation leading to twisted parallels meet at a point at infinity as idealized is non observable.A crude parallelism even at mico scales of perfect conductance at a constant is found as for example in Planck’s scale. The energy needed to cause collision of particle at this micro scale of mass as quantum blackhole with an event horizon close to where the distance between them is quantum mechanically fuzzy and cosmic horizon at the time. The heat of the moment as excited states and spur of the momentum spikes with perpendicular relationship of force   gives several puzzles. Compacted and curled up dimensions can be postulated. If a different set of twisted parallel lines share the same null point of quantum blackhole then a seperate nearly parallel universe with a differing set of angle of transversal cut can be postulated with the micro scale stressed constant having a range of values( say Planck constant is a limited range of values from Aleph-null (ℵ0) rather than a single value. Parallel universe from twisted parallel   as well as the shadow universe through the constant of the micro scale where point is harmonic oscillation of infinitesimal  close parallel resonances or mirror universes with left/ right  mirror inverse up/ down or shadow universe different and mass of protons above or below a limit are possible in image run over loop.Relating time and energy of a quantum system is still heuristic.Orthogonal segments as perpendicular intersection with dot product 0 and orthonormal is norm 1 and what can be stated as eigen states, eigen values to eigen vectors and pseudo vectors in heuristics. Superpositioned geometry of 2 sphere on geometrical continuity (Check appendix LL. B) with toroidal geometry has quantum mechanics involved. Spinor calculus on U and V spin is derived by rotating coordinate system with object not moving which changes value of coordinates and then object component or rotational groups move and undergo rotations giving a stress. A four vector format with plane wave representation for|∂•∂|Aμ =0  is a classical solution. This  can be extended to six flux fermion in quantum hall effect of cyclotron orbitals with emergent particles in light like cone . The strip of stress energy becomes conformal structure of infinity. The twistor has twisted differential modules of the twisted ring, the field has commutation relations imposed and operator valued quantum fields as a sort of second quantization. The spinors geometry can undergo one point campactification through gravitational spin.

Uneven spaced t(k) -t(k-1) for t(k),k (X(tk) is a finite sequence of numbers indexed by numbers with interpolated missing values for classical entropy ( quantum entropy )for a time like line for approximations and laminar flow, wavelets basis function ψ ∈ Lⁿ(R) in an orthonormal system with trivial solutions with  singularities hidden.Disorder of the system remaining constant and not affected  by the passage of time   i. e. time independence of entropy under unitary time evolution refers to entropy of a closed quantum system does not change over time even as the system evolves under unitary time evolution. The problem is that in a closed quantum system energy of the system is conserved.

In applications to social sciences,open economies would find this problematic as there is dissipation of entropy to external environment which is treated as large global system which effects dynamics assuming state of the system at the next moment only depends on current state and does not have memory of previous states. Wave like brief oscillations with amplitude begining at 0,increasing or decreasing then returning to 0 are treated as wavelets, Wavelet transform allows for changes in time extension but not shape. Stationarity of the unevenly spaced time space with deterministic trend m and y the realization of the stochastic stationary process with μy=0 gives t(I) where i=1….n with fitting parameters , discrete minimization of x(t) becomes linearly interpolated value with uniform spaced time for weighted kernel k( analogy to hard core /seed) for relative fractions of energy of a mono directional photonic source as perpendicularity falling and being absorbed per unit volume in the vicinity of an arbitrary point.Continous attributes can have infinitesimally small differences between one value to next while discrete attributes have limits on the differences between one value to next.The parametric errors in regularly spaced time series need error metric and solution is non trivial. Knowing global and local time thus, in a hypothetical global state there are histories with beginning at the same point but having different endings, those beginning with with different points but having same ending, those that begin differently and end differently which have to be put on one dimensional time like to understand real time.Time series graph takes time on the horizontal axis and the relationship of gravity to time is known (the horizontal magnetic moment can also be examined) . Time series forecast errors arise with non linear increasing profile of errors or decreasing profile. Time series complexity and the computational complex has polynomial time complexity and exponential time complexity given m and n. Polynomial time of indeterminates and coefficients are efficient while exponential time complexity would be inefficient. Computational time with axiomatic reductionism of complexity of the problem has been the basis of many algorithms. Identifying input time series from output time series complexity of the problem and quantum entropy for 0 and 1 converted to classical entropy where 0 entropy has no complexity  problem without clarifying whether the solution is trivial or non trivial.

The wide applicability ot the reasoning methodology is manifest. In biophysics, the principle of random mutations to adaptive mutation in response to environmental signals  through quantum mutation in nucleotide when a proton of hydrogen moves to a forbidden region to selectively mutate genes  there has to coherent linear superposition of quantum states describing both shifted and unshifted protons. The quantum tunnelling so described as hole θk and the quantum collapse on measurement effects quantum probability amplitudes μ and there are ν1,ν2 frequencies  for choice of the measure in R.  Symmetric differences for λ(e) are also measurable. The real time line to be represented in classical probability with superpositioned geometry collapse and information from quantum collapse is to be contained in loop θ arc giving image run over. Quantum coherence being destroyed by decoherence in entangled states with surroundings requires quantum coherent states being maintained for biological time scale. A time series to depict its evolutionary content is necessary. Bio physics of medical sciences and 3D medicine formulas  with location of atoms besides molecular bonds,half planes eiθ z -βz-⁻ β and torsion angles ω with allowed and disallowed regions as conformals in a molecule, time series of torsional angles as function of time has force field parameters. Torsion angles derived space preserved in seperate conformational states finding correlation between atomic cordinate motion and molecular cordinate motion on aloha and beta, potentials arise. A multivariate time series with potential function in evolution of the time series.

Taking manifestation of quantum process as possible selves and self awareness attributes there is element of randomness and the world view is ignorance of detailed description. Individual quantum events the behavioral of ensembles of events is statistically determined in a conflict of physical determinism and conscious free will in terms of complementarity and entanglement.The surrealist melting watch or Soft Watch at  the Moment of First Explosion ( 1954) painting by Salvador Dali and self portrait(1889) painting by Vincent Van Gogh is where these notions appear. The analytic cubism in Pablo Picasso with remnants and signs of reality as perceived by humans are imageries with a great impact. Recurrence of these themes are not aberrance.

   Other applications are in terms of financial economics, octupole alignments of axial’s, forming an axis analogy there are fast moving stocks or weight indexed stocks, elasticities of demand are effected by time period and yield over time period in financial markets in the economies inertial frame in chaos entanglement. Economic meltdown being an economic collapse, thermal contractions as thermal radiation  and compressional wave  interpretation is useful analogy. Generally heat flows in the same direction as temperatures gradient but in the presence of a magnetic field, some flows are in transverse direction. Time as thermodynamic flow would bend( thermal Hall effect) possibly as pseudo-gaps in system with holes. This notion would require critical temperatures and exchange rates  as analogous to magnetic potential in physicalist analogies in economics.

The potential function determining the function governing underlying  time series process in multivariate time series can make institutional investors play a significant role. Unevenly spaced  time series have irregular time interval and high frequency trading required market makers ready to buy sell a particular stock at publicly quoted prices. is contrasted to evenly spaced time series. The perceived conceived prices version where surface is first perceived is a technique of skimming at surface.Applied to more generalized situations of classical state the results are generous. The societal change in domain and trends are used in prediction.Summaries of trends in time series data, the changing growth rates  over periods of time determine policy. Disinformation in such a situation has imposition of loss and defeats policy initiative. The Adani Hindenburg row arising due to a report published 24 January 2023 by Hindenburg Research picked up by failed state protagonists in which the Supreme Court of India passed a judgment brought to the forefront a debate about existence of deep state in popular debate(13 February 2024, The Economic Times).International Capital Markets work on the assumption that not all markets will undergo contractions at the same time. A global communications network with information flow in one channel and fund flow in other are not efficient in terms of the hypothesis that asset prices reflect all available information. Return predictors are anomalies in predictability  about liquidity and yield for stocks versus safe assets due to selection bias and mispricing. Not all claims about deep state are arise from conspiracy thinking.

Evidence of a clandestine Deep State as parallel system of government in dual state is conjectural due to invisibility to the society but familiar to polarized elites . Geometrically  it is based on conjectures about transversal cut with congruent angles geometric notions and economic and political hierarchy. Individuals goals aligning with organisational goals at multiple layers of an organization.Global goals of Sustainable development, poverty eradication, zero hunger, health, education, gender equality, women empowerment, water and sanitation are global goals which require continuous change and can be misused by a global deep state .With the assistance of comprador goals are sought to be achieved, while developing a protege leadership system is also feasible.

Deep state theories of physical sciences have phase space formulation which is deformed into non commutative phase generated by position and momentum operators where the manifold information is extractable in M space. In quantum mechanics global phase has no physical meaning. As a projection from inner product space complete in respect to the norm there would be a complex vector space with inner product. Overall phase differences between quantum states is a global phase. Two states differing only by a global phase represent the same physical system.Basic are superposition and entanglement. All quantum states being normalized also implies that length has no physical meaning, but it is their form or shape matters and not their size. Relative phase are different systems that evolve in different ways.Relative phase between state vectors and global phase e^iγ has no physical meaning while unitary transformation describes evolution of a closed quantum system. Quantum system are continuous given a set of basis states and the amplitude of each basis state gives the length of horizontal and vertical components , interacting with external environment has quantum entropy. Direction of rotation refers to the phase factor which is not a directly observable quantity but collapse of qubits through quantum modes to a particular measurable state of probabilities can be controlled . To find probits with binary states from qubits beyond binary states which are akin to logits  as inverse logarithm of odds is an issue.In contrary a classical state refers to a particular arrangement at a specific moment and are discrete as one arrangement which the system can be in. A geometric collapse of superpositioned geometry or a collapsed manifold is point like,  null or V having angles, genus surface and collapse curve which can induce wave function collapse which was initially in a superposition of several eigen states collapse to a single eigen state, just as in observation and measurement in quantum mechanics. This connects with wave functions with classical observables of position and momentum and probability amplitudes.in political science terminology,collapse of sovereign political states and it’s dissolution in a global state would would be a notable event on a linear scale as that of collapse of Soviet Union and emergence of a new regime. The use of term failed state gained acceptance from around 1990 and fragile state index is being prepared by several so called think tanks.

The totalitarian nature lies in continuity without gaps and holes in geometrical continuity and total uncertainty in quantum logic while folding of symmetry to one point compactification. Quantum discontinuity is about the absorption or emission of a definite amount of energy that takes place in a quantum jump. When a system absorbs energy it goes to a higher energy level and there is a transition from one quantum state to another. Geometrical continuity has gaps and holes of discontinuity plugged with surreal. The point like scalar and point like vector logic has to be met. Treating point like as resonances on genus surface and process of thermalization by resonance on beta loops ss methodological frame for a nuclear democracy with groupoids and groups. Many bodied quantum physics with global measurements and properties of the hypothetical global state uncovers unknown boundaries between different phases and quantum phases of matter. Applied to social sciences and definition of states, it’s operators in phases of economic development particularly human capital based and post demographic transition, path dependent transformations and game theoretic logic has institutional agendas to understand deep state. Totalitarian tendencies are evident and what ever happened in the past is seen from the vantage point of the present in narration .Seeking a recognizable reality , the totalitarian regime is not about coercive force and tyranny lacks potency as it puts the ruler and subjects as antagonists. Collapse of a sovereign state and emergence of a new regime in  totalitarianism has authoritative tendencies arising in mass psychology. Totalitarianism in viewing the past only from the view of the present without the frequencies spectrum or in terms history being history of class struggles as in works of Romilla Thapar or other ideologically left bias historians id a totalitarianism view of a global state. Absolutism emerges on these views. Deformed state and polity in society is recognized in democracy.

The economic growth model would look at stages of growth. Stability in terms number of quantum state, in terms of motion  under a force field at micro level, coexisting to form macroscopic ordinary state, is an important issue. A form of human association, nation or territory organized as a political community for the purpose order and security is in a particular condition at a time with its state of affairs. World governance as collective management with many world views in absence of a single world government has been contentious. World Government Summit formed by a team of experts from different disciplines ostensibly to bring business, government and civil society with the goal of improving the future of all people on the planet is deceptive. Reports about public issues discussed at the summit are issued by Oxford Analytica( an international consultancy firm providing analysis of world events formed by ex employee of thr National Security Council  of USA) Mackenzie and Harvard Business Review( an affiliate of Harvard Business School ). Deep state conclusion for clandestine activities based on social networking, money and agenda in deformed polity and economy is not easy to detect.Mr Rahul Gandhi saying “BJP’s deep state is chewing India” (22 May 2023, (thehindu. com) makes the notion of deep state a threat.That political donations can be used for other purposes than political campaign and big donors can influence policy making implying the political influence of money and quid pro quo is an observation coming from the Supreme Court of India in Electoral Bonds case without distinguishing between campaign funding and electoral funding. ( http://www.thehindu.com 16 February 2023) or clean money, dirty money, selective anonymity and proper anonymity. There is an allusion to deep state in the verdict and  apprehension which could be misplaced.

Emergence of types of government from totalitarian, authoritative to democratic in the global state is evidenced. Many academics have written a joint letter in 2024 alleging Narendra Modi of ushering in totalitarianism. The so called Fragile State index edited by a magazine going by the name of Foreign Policy of 178 countries in 2023 puts India in an elevated warning category, and dubious scholarship with dark warnings have emerged. Spallation of hypothetical global state of sub optimal equilibrium  to those with quasi equilibrium for scalar oscillations their measure is still a problem just as the problem of undetected dark matter of physical phenomenology. The surreality and dark mode makes the deep state detection very difficult.Critical points and dynamics detection with a measure of linear entropy while maps of morphism in terms of statement about existing states to social network channels sounds like obfuscation.