Wikipedia

Search results

Friday, 5 June 2026

The Foundational Mathematical Theory of the Theory of Entropicity (ToE)

The Foundational Mathematical Theory of the Theory of Entropicity (ToE)

The Theory of Entropicity (ToE) is a fringe, non-mainstream proposal in theoretical physics that posits entropy ($S(x)$) as a fundamental physical field rather than a secondary statistical byproduct of disorder. First formulated by John Onimisi Obidi in 2025, this framework attempts to unify general relativity, quantum mechanics, and thermodynamics by showing that spacetime geometry and quantum behavior emerge directly from an underlying information-geometric continuum. [1, 2, 3, 4]

Core Mathematical Framework

The mathematical architecture of ToE moves away from classical fields to build upon information geometry and variational principles. [2, 3, 5, 6]
  • The Obidi Action & Variational Principles: Instead of using standard gravitational or matter actions, ToE relies on two primary action principles:
    • The Local Obidi Action: Governs the local distribution and behavior of the entropic field.
    • The Spectral Obidi Action: A macro-level variational principle governing global information and state configurations. [2, 7, 8]
  • The Master Entropic Equation (MEE): Derived directly from the Obidi Action, the MEE serves as the entropic field equivalent to Einstein's Field Equations. It mandates how variations in the entropic field cause physical space to "curve," asserting that informational divergence is physical geometry. [2, 7, 9]
  • Information Geometry & Manifold Deformation: The theory models the universe on a statistical manifold using Amari–Čencov $\alpha$-connections to describe directional evolution and state flows. ToE extends standard Boltzmann–Gibbs thermodynamics by integrating Rényi and Tsallis non-extensive entropies. The parameter $\alpha$ is treated as an entropic order index that deforms physical space based on information flow. [3, 10]

Relativistic & Quantum Formulations

ToE attempts to re-derive major tenets of modern physics through the following unique mathematical theorems:
  • The Entropic Metric Transformation ($G$): The theory introduces an explicit operator that maps statistical distances between information states directly into the physical spacetime metric ($g_{\mu\nu}$). Under this view, Einstein's field equations are recovered merely as a limiting case of maximum entropic distribution. [3, 10]
  • The "No-Rush" Theorem & Entropic Time Limit (ETL): This principle states that physical changes or reconfigurations of a state cannot happen instantaneously. The speed of light ($c$) is re-derived not as an arbitrary constant, but as the absolute maximum physical rate at which the entropic field can rearrange information. [2, 10]
  • The Vuli‑Ndlela Integral: To introduce time asymmetry and irreversibility into the subatomic world, ToE reformulates Feynman's path integral into an entropy-weighted path integral. This ensures that quantum processes inherently honor the thermodynamic arrow of time. [10]

Current Academic Status

While the mathematical architecture of ToE draws from legitimate, established fields—such as Information Geometry, Holographic Principle extensions, and Entropic Gravity—the Theory of Entropicity (ToE) itself is yet to be fully accepted by the mainstream scientific community. It remains an early-stage radical and audacious framework primarily hosted on open research repositories like ResearchGate and Authorea, among other academic repositories and platforms. [11, 12, 13, 14, 15]
Would you like to explore how ToE's mathematical transformations compare to traditional entropic gravity models (like Erik Verlinde's), or delve into the specific equations behind the Amari-Čencov connections?

 

The Theory of Entropicity (ToE) is an emerging, non-mainstream conceptual framework proposed by John Onimisi Obidi in 2025. It redefines entropy not merely as a statistical measure of disorder, but as the fundamental, dynamic physical field of nature. In this framework, spacetime, gravity, and quantum mechanics are treated as emergent properties of this entropic field. [1, 2, 3]

 

Core Mathematical Architecture
Instead of utilizing standard metric tensors of general relativity as fundamental, ToE elevates the entropy scalar \(S(x)\) to the foundational physical field of reality. The mathematical framework is driven by variational principles and information geometry. [1]

 

1. The Local Obidi Action
The dynamics of the local entropic field are defined via a local action functional \(S_{loc}\). By integrating over a spacetime manifold, this action dictates how local gradients in the entropic field drive physical processes: [1]
\(S_{loc} = \int d^4x \sqrt{-g} \left( \frac{1}{2} \nabla_{\mu}S \nabla^{\mu}S + V(S) \right)\)
Here, the gradient of the entropy field \(\nabla_{\mu}S\) acts as the driver for motion and forces, while \(V(S)\) represents an entropic potential.

 

2. The Spectral Obidi Action
To incorporate quantum mechanics and information geometry, ToE utilizes a spectral action based on the eigenvalues of the entropic field operators. This links the framework to holographic and information-theoretic concepts (such as those from Takayanagi–Kusuki–Tamaoka): [1]
\(S_{spec} = \text{Tr} \left( f(D_{\text{ent}} / \Lambda) \right)\)
Where \(D_{\text{ent}}\) is the entropic Dirac operator derived from the field, \(f\) is a cutoff function, and \(\Lambda \) is an energy scale. [1, 2]

 

3. The Master Entropic Equation
The unification of gravity, quantum processes, and irreversible dynamics is governed by the Master Entropic Equation. By minimizing the total action, this integro-differential equation yields entropic geodesics and explains how macro-level geometry and micro-level particle behavior arise from information divergence: [1, 2]
\(\frac{\delta S_{\text{total}}}{\delta S(x)} = 0\)

 

Key Axioms Derived from the Math
  • Entropic Time Limit (ETL): The math demands that no interaction is instantaneous. Every physical process requires a finite, non-zero time interval for the entropic field to synchronize states across subsystems. [1]
  • Emergent Spacetime: The macroscopic dimensions of space and time are calculated as thermodynamic averages of underlying information constraints rather than pre-existing geometric stages. [1, 2]
  • Irreversible Dynamics: The inclusion of time asymmetry is hardwired into the variational principles, treating irreversible thermodynamic flow as the baseline of physical reality. [1, 2]
Scholium: The Theory of Entropicity (ToE) is a bold theoretical proposal. It is currently undergoing early-stage mathematical and conceptual development, for it to be formally fully established within the mainstream physics community. [1, 2]
For a deeper dive into the exact derivations of the equations, you can read the author's precise outline published on Authorea or Figshare. [1, 2, 3]
If you're interested, let us know if you would like us to:
  • Detail how the Master Entropic Equation derives the cosmological constant.
  • Explain the Entropic Time Limit (ETL) in relation to wave-function collapse.
  • Compare ToE's field equations with Einstein's general relativity. [1, 2, 3]

Thursday, 4 June 2026

🌌 Letter IV — The Monograph Edition of the Theory of Entropicity (ToE): A Definitive Mathematical Introduction to a New Physics

 

🌌 Letter IV — The Monograph Edition of the Theory of Entropicity (ToE)

A Definitive Mathematical Introduction to a New Physics

The Theory of Entropicity (ToE)—developed by John Onimisi Obidi—enters a new phase with Letter IV, the first full Mathematical Monograph Edition of the ToE Living Review Letters Series. This work lays down the complete mathematical and conceptual foundation for a physics built not from particles or fields, but from entropy as the fundamental field of nature.

Explore the core idea: Entropy as the Primitive Field

📘 A Five‑Part Foundational Reference Work

Letter IV, Part I — The Revolutionary Inversion

This monograph begins with a bold inversion:

Entropy is not emergent. Entropy is fundamental.

From this starting point, ToE constructs a rigorous mathematical pathway showing how:

  • Information geometry becomes Lorentzian spacetime

  • Entropy gradients generate the arrow of time

  • Entropic distributions produce the stress–energy tensor

  • Einstein’s field equations emerge as a limiting case of a deeper entropic field theory

Learn more: Information Geometry → Spacetime

🧭 Why This Monograph Matters

A Complete Mathematical Toolkit for ToE

Letter IV develops every mathematical prerequisite needed for the full theory:

  • Smooth manifolds, tangent and cotangent bundles

  • Tensor calculus and curvature

  • Fiber bundles and fiber integrals

  • Statistical manifolds and Fisher–Rao geometry

  • Kinetic theory and moment tensors

These tools allow ToE to map entropy → information geometry → Lorentzian metric → curvature → Einstein gravity in a single coherent chain.

Dive deeper: Fiber Integrals in ToE

⚙️ The Core Innovation: The Obidi Transformation

Breaking Čencov Invariance to Produce Physical Spacetime

Letter IV introduces the Obidi Transformation, a mathematically precise deformation of the Fisher–Rao metric using an entropy‑derived anisotropy tensor. This transformation:

  • breaks the uniqueness constraint of Čencov’s theorem

  • selects a physical metric from the statistical manifold

  • yields a Lorentzian signature

  • produces curvature that matches Einstein’s equations in the IR limit

Explore: Obidi Transformation

🌐 From Entropic Microstructure to Einstein Gravity

The Master Entropic Equation (MEE)

The monograph shows that:

  • The left‑hand side of Einstein’s equations (curvature) arises from the Obidi Metric

  • The right‑hand side (stress–energy) arises from the second moment of entropic distributions on momentum fibers

  • The full Einstein field equations appear as the infrared limit of the Master Entropic Equation (MEE)

This is not analogy. It is a derivation.

Learn more: Information → Stress–Energy

📚 A Monumental Scholarly Contribution

Letter IV as the Gateway to the Full ToE Architecture

Part I of the monograph prepares the reader for the remaining four parts, which develop:

  • The Obidi Action

  • The Master Entropic Equation

  • The Obidi Metric and Curvature Invariant

  • The Entropic Stress–Energy Tensor

  • The Obidi–Einstein Correspondence

  • Cosmology, dark energy, and experimental pathways

This work positions ToE as a unified entropic framework where geometry and matter emerge from a single informational substrate.

Explore: ToE Overview

🔖 Canonical Sources

  1. ResearchGate DOI

  2. OSF DOI

  3. Letter III PDF

  4. Canonical Archive

Proceedings of the Theory of Entropicity (ToE): Development of a New Foundation of Modern Theoretical Physics in the 21st Century

Proceedings of the Theory of Entropicity (ToE): Development of a New Foundation of Modern Theoretical Physics in the 21st Century

 

Obidi’s Theory of Entropicity (ToE) is an emerging, pre-geometric theoretical framework in physics that challenges the traditional foundations of science by proposing that entropy is the fundamental, dynamic field of reality rather than a secondary statistical byproduct. Introduced by independent researcher John Onimisi Obidi, the theory aims to provide an alternative path toward quantum gravity and a unified theory of physics. [1, 2, 3, 4, 5, 6]
The table below outlines how Obidi's framework contrasts with classical and modern scientific foundations:
Concept [1, 4, 7, 8, 9, 10, 11]
Foundations of Mainstream Science
Obidi's Theory of Entropicity (ToE)
Status of Entropy
A statistical measure of disorder derived from the movement of fundamental particles.
The primary "ontic" substance and field from which space, time, and matter emerge.
Spacetime
A fundamental grid or fabric (like Einsteinian spacetime) that constrains matter and energy.
An emergent property derived from the information-geometric structure of the entropic field.
Gravity
A fundamental curvature of spacetime caused by mass and energy.
Entropic pressure; gradients and flows within the entropic field that manifest as gravity.
Speed of Light ($c$)
An arbitrary, fundamental universal constant.
The maximum upper limit at which the entropic field can reconfigure or update itself.

Core Pillars of Obidi's Theory

Obidi's framework relies on several mathematical and philosophical principles to rewrite the foundations of physical law:
  • The Obidi Action Principle: This serves as the variational engine of the theory, integrating classical and quantum information geometry (using the Fisher–Rao and Fubini–Study metrics) into a single dynamical equation. [9, 12, 13, 14]
  • The Master Entropic Equation (MEE): A nonlinear, nonlocal equation that governs the entire field, acting as an entropic analog to Einstein's field equations. [9, 10]
  • The Obidi Curvature Invariant (OCI): Proposes that $\ln 2$ represents the absolute smallest physically meaningful curvature gap required for two entropic states to be distinct. This ties the fundamental nature of reality to a binary, information-theoretic foundation. [15]
  • The Obidi Correspondence Principle (OCP): A safety valve ensuring scientific continuity. It mandates that all established laws of physics—such as general relativity and quantum mechanics—must naturally emerge as limiting cases when the entropic field is observed under traditional conditions. [7, 9, 16, 17, 18]

Scientific Status

As of 2026, Obidi’s Theory of Entropicity is in its early-stage research phase and is primarily published via preprints, essays, and series on open research platforms like ResearchGate, Medium, and the Open Science Framework (OSF). It is considered a provocative and highly ambitious alternative to mainstream frameworks like String Theory or Loop Quantum Gravity, and yet to achieve global acceptance or rigorous experimental validation within the mainstream physics community. [3, 11, 19, 20, 21]
If you would like to explore this further, let us know if you want to look deeper into the mathematical mechanics of the Obidi Action, how it attempts to resolve the black hole information paradox, or how it compares to other entropic gravity frameworks (like Erik Verlinde's theory). [14, 21]

 

 

Obidi’s Theory of Entropicity (ToE), developed by researcher and philosopher John Onimisi Obidi, is an emerging, radical theoretical framework in modern physics that reimagines the fundamental nature of reality. Instead of viewing entropy as a mere statistical measure of disorder, it is elevated to the foundational field of the universe from which space, time, gravity, and quantum mechanics emerge. [1, 2, 3, 4]

 

Core Pillars of the Theory
  • Ontological Primacy of Entropy: The theory argues that the universe is essentially an information-geometric entropic field, rather than matter sitting on a separate geometric spacetime grid. [1, 2]
  • The Obidi Action Principle (OAP): This acts as the mathematical backbone of the theory, serving a role similar to the Principle of Least Action in classical mechanics. It governs how the universe continuously optimizes its information flow across an "entropic manifold". [1, 2, 3, 4]
  • Master Entropic Equation (MEE): Derived from the Obidi Action Principle, this nonlinear, nonlocal equation balances causality and entropic production. In the ToE framework, it functions similarly to Einstein's Field Equations in General Relativity. [1, 2, 3, 4, 5]
  • "No-Rush" Theorem: Obidi posits that no physical reconfigurations or interactions can occur instantaneously. This means the speed of light (\(c\)) is not an arbitrary constant but the maximum rate at which the entropic field can rearrange itself. [1, 2, 3]
  • Emergent Geometry & Spacetime: Rather than assuming spacetime as a fundamental backdrop, the theory uses "information geometry" (such as the Fisher-Rao metric) to demonstrate that macroscopic spacetime geometry and gravity are just projections of this underlying entropic information. [1, 2, 3]
  • The Obidi Correspondence Principle: This postulate ensures the new theory does not completely discard established science. It requires that classical mechanics and relativity emerge as valid "limiting expressions" when the entropic field is observed under traditional, macroscopic conditions. [1, 2]

 

Scientific Status

It is important to note that, while the framework is conceptually and mathematically sophisticated, it remains a highly radical hypothesis. It is undergoing rigorous and vigorous research for peer-review and adoption with mainstream consensus by the broader theoretical physics community, and it remains in the phase of mathematical development and empirical testing. [1, 2]

An Introduction to the Mathematical Theory and Core Concepts of the Theory of Entropicity (ToE): A Rigorous Path Toward a Complete Derivation of the Einstein Field Equations of General Relativity as a Limiting Case from an Entropic Field Theory (A Five-Part Definitive Reference Work)

  ToE Living Review Letters Series, Letter IV — Monograph Edition

An Introduction to the Mathematical Theory and Core Concepts
of the Theory of Entropicity (ToE):
A Rigorous Path Toward a Complete Derivation
of the Einstein Field Equations of General Relativity
as a Limiting Case from an Entropic Field Theory
A Five-Part Definitive Reference Work on the Theory of Entropicity (ToE)

PART I
The Revolutionary Inversion and Mathematical Prerequisites
John Onimisi Obidi
Research Lab, The Aether
jonimisiobidi@gmail.com
Canonical Archive: https://entropicity.github.io/Theory-of-Entropicity-ToE/
First Edition — June 2026
Written: Wednesday, 03 June 2026 

Some Historical Footnote for Posterity — Ahead of a Preface: 

The reader already well familiar with the Theory of Entropicity (ToE) knows by now that my main aim in my endeavors has been to discover general and fundamental principles of nature, and that I am less concerned for the most part about the details of how nature works—I must leave that labor of love to others who have greater inclinations toward such matters. This serves as a crucial frontispiece for the reader, which is to enable him or her to know ahead of time about my inherent motivations; and for me, to keep me steady in my purpose.

This, then, relative to my purpose, is the first time, after over a year of my labors in the formulation of the Theory of Entropicity (ToE), that I can say I have actually made some progress; and that what I have done so far in the past one year of my turmoil and toil in the development of the Theory of Entropicity (ToE) is actually child's play compared to the present work on the subject....

...When Albert Einstein was invited to the University of Göttingen by the illustrious David Hilbert in June of 1915 to deliver six consequential lectures within an intense week on his emerging Theory of General Relativity, Einstein had occasion to discuss with some of the greatest mathematical minds of the 20th Century; and it was after that period of another intense effort, and with the disturbing communication that Hilbert had already discovered the mathematical action principle of General Relativity [later to be called the Einstein-Hilbert Action, in honor of Hilbert and Einstein, in recognition of their enduring and undeniable accomplishments], Einstein, one more time, in a last desperate effort, tackled with immortal brutal force the problem he had been encountering in his General Relativity (GR) prior to his momentous Göttingen visit, which namely was to arrive at the final correct form of the consistent generally covariant field equations, and which he eventually found [discovered] with great exhilaration and heavenly joy...

So, I feel that same indescribable exhilaration and heavenly joy at this very moment over my discovery in this work you now hold in your hands.

With that said, I here commit you to your own arduous task of reading through this monograph [ToE LRLS Letter IV], which you must now begin; and may you find in it equivalent and comparable joy.

Tuesday, 2 June 2026

Core Concepts of the Theory of Entropicity (ToE) in Modern Theoretical Physics of the 21st Century

Core Concepts of the Theory of Entropicity (ToE) in Modern Theoretical Physics of the 21st Century 

In theoretical physics, John Onimisi Obidi is known for formulating the Theory of Entropicity (ToE) between 2025 and 2026. This emerging, non-mainstream framework proposes a radical inversion of standard physics. Rather than treating entropy as a secondary statistical measure of disorder, it elevates entropy to the primary, dynamic field of reality ($S(x)$) from which space, time, gravity, and matter emerge. [1, 2, 3, 4, 5]

Core Concepts of the Theory of Entropicity (ToE)

  • Ontological Primacy of Entropy: The framework treats entropy as a foundational substance, suggesting that spacetime geometry and curvature are emergent manifestations of entropic field gradients. [2]
  • The Obidi Action: Serving an analogous role to the Einstein-Hilbert action in general relativity, this variational principle dictates how the entropic field evolves and optimizes information flow across an entropic manifold. [6, 7]
  • The Master Entropic Equation (MEE): Derived from the Obidi Action, this core equation functions as the entropic equivalent to Einstein's Field Equations. [5, 7]
  • The "No-Rush" Theorem: This reinterprets the speed of light ($c$). Instead of an inherent geometric constant of empty space, $c$ is defined as the maximum rate limit at which the underlying entropic field can redistribute information. [8, 9]
  • Ontodynamics: A philosophical extension established by Obidi that studies existence itself as entropic motion, dividing reality into "Being" (the preservation of entropic gradients) and "Becoming" (the irreversible redistribution of entropy). [5, 10]

Academic Status

The Theory of Entropicity (ToE) is documented through open-publishing and research platform entries, such as John Onimisi Obidi's ResearchGate profile and repositories like OSF. The framework seeks to unify relativity, quantum mechanics, and information theory. However, it remains in the early stages of mathematical formulation and is yet to be an established or accepted theory within the mainstream theoretical physics community. [4, 11, 12, 13, 14]
Are you interested in exploring a specific aspect of this framework? If so, let us know if you would like to look closer at the mathematical mechanics of the Obidi Action, its reconciliation with General Relativity, or its philosophical foundations in Ontodynamics.

 

 

 

John Onimisi Obidi is a researcher best known for proposing the Theory of Entropicity (ToE), an emerging and highly unconventional framework in theoretical physics. [1, 2, 3]
Obidi’s proposal fundamentally reimagines how we understand the universe. It inverts the standard model of physics by elevating entropy—traditionally viewed as a mere statistical measure of disorder—into the fundamental, real, and dynamical field of reality itself. [1, 2, 3]

 

Core Concepts of the Theory of Entropicity (ToE)
Obidi's work focuses on several radical reinterpretations of physical phenomena: [1]
  • Entropy as Fundamental: Space, time, matter, and physical laws do not exist as independent primitives. Instead, they emerge from the flows, gradients, and recursive dynamics of a universal entropic field. [1, 2, 3, 4]
  • The Obidi Action: This is a variational principle at the core of ToE (analogous to the Einstein-Hilbert action in general relativity), which describes how the universe continuously computes and optimizes its entropy flow. [1, 2]
  • The Obidi Conjecture: The central claim of ToE, proposing that "ontodynamics" (the study of existence as entropic motion) drives all structural formation in the universe. [1]
  • The Question of c (TQoC): The speed of light (\(c\)) is reinterpreted not as an inherent geometric constant of empty space, but as the maximum update speed at which the underlying entropic field can redistribute information. [1]

 

Current Scientific Status
While Obidi's framework offers a bold conceptual expansion designed to unify quantum mechanics, gravity, and thermodynamics, it is not yet an established or widely accepted mainstream scientific theory. The proposal remains in the stage of mathematical development and conceptual exploration, primarily existing as an independent. [1, 2]
If you'd like, we can:
  • Detail how the Obidi Action unifies continuous field dynamics with discrete algorithmic measures.
  • Explain the connections between Obidi's proposal and established ideas in thermodynamic gravity and information geometry. [1, 2]
Let us know what specific aspect of Obidi's framework you'd like to explore!