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Wednesday, 11 February 2026

How Does the Theory of Entropicity (ToE) Derive the Einstein Field Equations (EFE) of General Relativity (GR)?

How Does the Theory of Entropicity (ToE) Derive the Einstein Field Equations (EFE) of General Relativity (GR)?


The Theory of Entropicity (ToE), first formulated and further developed by John Onimisi Obidi, derives the Einstein Field Equations of f General Relativity (GR) by starting from an entropic action for the entropy field $$S(x)$$, then showing that the metric field equations obtained from this action reduce to Einstein’s equations in the smooth, near‑equilibrium limit $$S \to S_0$$.[1][2][3]


## 1. Spectral Obidi Action as starting point

ToE postulates a variational principle where the fundamental field is entropy $$S(x)$$, and the action includes geometry, entropy kinetics, and a distinguishability potential.[1][4] A representative form used in the Einstein‑derivation work is the “Spectral Obidi Action”  

$$

A_{\text{ToE}}[g,S] = \int d^4x \,\sqrt{-g}\,\big[\alpha^2 R[g] - \beta^2 g^{\mu\nu}\nabla_\mu S \nabla_\nu S - \lambda\,D(S,S_0)\big],

$$  

where $$R[g]$$ is the curvature scalar, $$\nabla_\mu S$$ the entropy‑field gradient, and $$D(S,S_0)$$ is a local Kullback–Leibler–type distinguishability functional between $$S$$ and a reference configuration $$S_0$$.[1][2]


## 2. Entropy variation → Master Entropic Equation

Varying this action with respect to $$S$$ gives the Master Entropic Equation, a nonlinear wave‑type equation for the entropy field.[1][2] In the simple spectral case one obtains  

$$

\beta^2 \nabla_\mu\nabla^\mu S = \lambda\,\ln\!\frac{S}{S_0},

$$  

whose linearization around equilibrium $$S = S_0 + \delta S$$ yields a Klein–Gordon‑like equation for $$\delta S$$ with an effective mass set by the curvature of the distinguishability potential.[1] This encodes propagating “curvature waves” of entropy.


## 3. Metric variation → Einstein‑like equations

Varying the same action with respect to the metric $$g_{\mu\nu}$$ produces tensor equations where geometric curvature is sourced by entropy gradients and the distinguishability potential.[1][3] One explicit form reported is  

$$

G_{\mu\nu} = \frac{1}{\alpha^2}\Big[\beta^2\big(\nabla_\mu S \nabla_\nu S - \tfrac{1}{2} g_{\mu\nu} (\nabla S)^2\big) + \lambda g_{\mu\nu} D(S,S_0)\Big],

$$  

with $$G_{\mu\nu}$$ the Einstein tensor.[1] This looks like Einstein’s equation with an effective stress–energy tensor built entirely from the entropy field.


## 4. Einstein limit: smooth, weak entropic gradients

ToE recovers the usual Einstein Field Equations by taking a limit in which the entropy field is close to its background configuration and its gradients contribute only a smooth, effectively constant energy density.[1][3] In this regime:


- $$S \to S_0$$ makes $$D(S,S_0)$$ behave like a cosmological‑constant‑type term.[1]

- The entropy‑gradient stress–energy takes the form of a standard scalar‑field or fluid source with a fixed equation of state, which can be absorbed into a conventional $$T_{\mu\nu}$$.[3][4]


Matching coefficients and identifying $$\alpha^2$$ and the effective entropic stress–energy with $$8\pi G$$ and $$T_{\mu\nu}$$, the metric equation reduces to  

$$

G_{\mu\nu} = 8\pi G\, T_{\mu\nu},

$$  

so Einstein’s equations appear as the reversible, near‑equilibrium limit of the entropic dynamics.[3][4]


## 5. Role of $$\ln 2$$ and curvature invariant

Within this derivation, the minimum of the distinguishability potential occurs at a curvature contrast quantified by $$\ln 2$$, defining the Obidi Curvature Invariant (OCI) as the smallest non‑zero entropic curvature “fold” corresponding to one bit of physical distinguishability.[1][2] In the GR limit, this invariant becomes hidden inside the effective constants (e.g., the overall normalization of the action and cosmological‑constant‑like terms) but conceptually anchors the entropic origin of curvature that standard Einstein gravity treats as primitive.[1][3]


Citations:

[1] Theory of Entropicity (ToE)'s Post https://www.linkedin.com/posts/theory-of-entropicity-toe_deriving-the-einstein-field-equations-of-activity-7419929069711982593-XgOF

[2] Physics:Implications of the Obidi Action and the Theory of Entropicity (ToE) https://handwiki.org/wiki/Physics:Implications_of_the_Obidi_Action_and_the_Theory_of_Entropicity_(ToE)

[3] John Onimisi Obidi 1 1Affiliation not available October 15, 2025 https://d197for5662m48.cloudfront.net/documents/publicationstatus/284761/preprint_pdf/0304242fc1b6f7dfc2e1da6d68e30f89.pdf

[4] An Alternative Path toward Quantum Gravity and the Unification of ... http://www.cambridge.org/engage/coe/article-details/68ea8b61bc2ac3a0e07a6f2c

[5] The Theory of Entropicity (ToE) Derives Einstein's Relativistic Speed ... https://www.academia.edu/144796856/The_Theory_of_Entropicity_ToE_Derives_Einsteins_Relativistic_Speed_of_Light_c_as_a_Function_of_the_Entropic_Field_ToE_Applies_Logical_Entropic_Concepts_and_Principles_to_Derive_Einsteins_Second_Postulate_Version_2_0

[6] John Onimisi Obidi 1 1Affiliation not available October 17, 2025 https://d197for5662m48.cloudfront.net/documents/publicationstatus/285164/preprint_pdf/c7acf1b70b62c5ae001365c123d20350.pdf

[7] A Brief Note on Some of the Beautiful Implications ... https://johnobidi.substack.com/p/a-brief-note-on-some-of-the-beautiful

[8] The Theory of Entropicity (ToE) Derives and Explains Mass Increase ... https://client.prod.orp.cambridge.org/engage/coe/article-details/6900d89c113cc7cfff94ef3a

[9] The Theory of Entropicity (ToE) Derives and Explains Mass Increase ... https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5673430

[10] Einstein’s field equation https://asafpeer2.ph.biu.ac.il/wp-content/uploads/2020/08/Einstein.pdf


Key Differences Between the Theory of Entropicity (ToE) and Einstein's General Relativity (GR)

Key Differences Between the Theory of Entropicity (ToE) and Einstein's General Relativity (GR)


The Theory of Entropicity (ToE) and Einstein's General Relativity (GR) differ in ontology, what is taken as fundamental, how gravity and time are explained, and in their scope and empirical status.[1][2]

## Ontology: what is fundamental

- GR: Takes spacetime geometry $$g_{\mu\nu}(x)$$ and its curvature as fundamental; matter moves on geodesics of a pre‑given dynamical metric obeying Einstein’s equations $$G_{\mu\nu} = 8\pi G T_{\mu\nu}$$.[3]

- ToE: Takes a scalar **entropy** field $$S(x)$$ as fundamental, with spacetime geometry and matter emerging as manifestations of entropy gradients and flows.[1][4]


## Nature of gravity

- GR: Gravity is not a force but the curvature of spacetime caused by mass–energy; perihelion precession, light bending, etc., are geometric effects.[3]

- ToE: Gravity is an emergent entropic field effect; e.g., Mercury’s perihelion shift is reproduced by entropy‑driven corrections to a potential, with curvature interpreted as a macroscopic shadow of entropy constraints rather than primary geometry.[2][1][4]


## Role of spacetime and time

- GR: Spacetime is the arena; time dilation and curvature are encoded directly in the metric, and the theory is locally time‑reversal symmetric (aside from boundary conditions).[3]

- ToE: Spacetime is emergent from information/entropic geometry, and time is tied to irreversible entropy flow; ToE introduces an Entropic Time Limit and a No‑Rush Theorem, asserting a minimal finite duration for any process, so no truly instantaneous interactions are allowed.[1][4]


## Field equations and unification scope

- GR: Single sector theory of classical gravitation; unifies gravity with spacetime geometry but not with quantum mechanics or thermodynamic/information concepts at the level of the fundamental postulates.[3]

- ToE: Uses a single “Obidi Action” for $$S(x)$$ with kinetic term, potential $$V(S)$$, and coupling to stress–energy; Einstein’s equations appear only as an entropic limit of the Master Entropic Equation, and quantum uncertainty, generalized entropies, and cosmological dynamics are meant to arise from the same entropic field dynamics.[1][5][6]


## Cosmology, dark sectors, and status

- GR: Needs additional ingredients (cosmological constant, dark matter, dark energy) inserted at the level of $$T_{\mu\nu}$$ or $$\Lambda$$ to fit data; it is rigorously tested and experimentally confirmed in many regimes.[3][7]

- ToE: Proposes a Generalized Entropic Expansion Equation where cosmic acceleration, dark energy, and some dark‑matter‑like effects are reinterpreted as entropic curvature and gradients, attempting to reduce dark sectors to entropy dynamics, but this remains speculative and not yet experimentally validated.[1][2]


### Compact comparison table

| Aspect                     | General Relativity (GR)                              | Theory of Entropicity (ToE)                                           |

|---------------------------|------------------------------------------------------|------------------------------------------------------------------------|

| Fundamental entity        | Spacetime metric $$g_{\mu\nu}$$[3]             | Entropy field $$S(x)$$[1][4]                                |

| Gravity                   | Curvature of spacetime[3]                      | Emergent from entropy gradients/constraints[2][4]           |

| Status of spacetime       | Fundamental geometric arena[3]                 | Emergent from entropic/information geometry[1][4]           |

| Time and irreversibility  | Metric time, reversible equations[3]           | Entropic time with minimal interaction duration (ETL, No‑Rush)[1]|

| Core equations            | Einstein field equations[3]                    | Master Entropic Equation from Obidi Action; GR as a limit[1][5] |

| Quantum/thermo integration| Added externally (QFT on curved spacetime, BH entropy)[3] | Built‑in via entropy field, aiming at unified gravity–quantum–info[1][8] |

| Dark energy/matter        | Extra terms/fields (Λ, dark matter)[3][7] | Reinterpreted as entropic curvature and gradients[1]             |

| Empirical status          | Precision‑tested in many regimes[3][7]    | Conceptual, early derivations (e.g., Mercury), limited tests so far[1][2] |


Citations:

[1] Physics:Implications of the Obidi Action and the Theory of Entropicity (ToE) https://handwiki.org/wiki/Physics:Implications_of_the_Obidi_Action_and_the_Theory_of_Entropicity_(ToE)

[2] The Theory of Entropicity (ToE): An Entropy-Driven Derivation of Mercury’s Perihelion Precession Beyond Einstein’s Curved Spacetime in General Relativity (GR) https://www.cambridge.org/engage/coe/article-details/67e63abe6dde43c9086de9e0

[3] A New Theory Says Gravity May Come From Entropy— ... https://www.popularmechanics.com/science/a70060000/gravity-from-entropy-unified-theory/

[4] John Onimisi Obidi 1 1Affiliation not available October 15, 2025 https://d197for5662m48.cloudfront.net/documents/publicationstatus/284761/preprint_pdf/0304242fc1b6f7dfc2e1da6d68e30f89.pdf

[5] John Onimisi Obidi 1 1Affiliation not available October 17, 2025 https://d197for5662m48.cloudfront.net/documents/publicationstatus/284761/preprint_pdf/a59997ba8ff6f388fae888a3e35f0908.pdf

[6] A Brief Note on Some of the Beautiful Implications ... https://johnobidi.substack.com/p/a-brief-note-on-some-of-the-beautiful

[7] Gravity beyond General Relativity | BEYONDGR-2009-TPS | Projekt | Fact Sheet | FP7 | CORDIS | European Commission https://cordis.europa.eu/project/id/251372

[8] John Onimisi Obidi 1, John Onimisi Obidi2, and Tadashi ... - Authorea https://d197for5662m48.cloudfront.net/documents/publicationstatus/291140/preprint_pdf/3dfa1c2ed61ea4fcf1a0a416fbb8ed22.pdf

[9] Why are arrow-of-entropy and general-relativity time the ... https://www.reddit.com/r/slatestarcodex/comments/krric2/why_are_arrowofentropy_and_generalrelativity_time/

[10] The Entropic Divide: Quantum Mechanics vs General Relativity https://www.youtube.com/watch?v=YqSe8QyHUx8


On the Logical Simplicity of the Theory of Entropicity (ToE)

On the Logical Simplicity of the Theory of Entropicity (ToE) 


The logical simplicity of the Theory of Entropicity lies in the fact that a wide range of phenomena—motion, gravity, relativity, quantum measurement, generalized entropies, and even consciousness—are all derived from one core ontological assumption and one variational principle, rather than from many independent postulates.[1][2][3]


## Core logical move


At the logical level, ToE makes essentially one **foundational** move: it promotes entropy $$S(x)$$ from a statistical descriptor to the single fundamental field and causal substrate of reality, whose gradients and flows generate all physical processes (motion, time, gravitation, information flow).[1][4][2] Everything else is framed as emergent structure on this entropic substrate.


## Minimal dynamical structure


Dynamically, the theory assumes a single “master” entropic action (the Obidi Action) with three generic ingredients: a kinetic term for the entropy field, a self‑interaction potential, and a coupling to matter via the stress–energy tensor.[3][5][6] From this one action, via the usual least‑action principle, ToE claims to obtain the Master Entropic Equation and, as limits, Einstein’s field equations, relativistic kinematics, and quantum uncertainty relations.[3][2]


## Unification by re-interpretation, not extra machinery


Logical simplicity also shows up in how unification is done: ToE does not bolt together many separate models, but reinterprets existing structures (Fisher–Rao and Fubini–Study geometry, Rényi/Tsallis entropies, relativistic cones) as different regimes of the same entropic field geometry.[7][8][2][9] The speed of light, causal cones, and various entropic measures are presented as consequences or limits of the same entropic dynamics, rather than as independent axioms.[10][2]


## Conceptual economy vs mathematical complexity


Conceptually, this yields a very **economical** ontology: “one field (entropy), one master action, many emergent laws.”[1][2][3] Mathematically the framework is not simple—Obidi’s construction involves non‑linear field equations, information‑geometric metrics, and $$\alpha$$‑deformations—but the logical architecture is simple in the sense that the diversity of physics is traced back to a single kind of entity and a single governing principle.[7][8][11]


Citations:

[1] What are the key postulates of the Theory of Entropicity https://www.perplexity.ai/search/3fe3329b-0936-4c6a-8092-e7943c0a5ac3

[2] John Onimisi Obidi - Independent Researcher https://independent.academia.edu/JOHNOBIDI

[3] Physics:Implications of the Obidi Action and the Theory of Entropicity (ToE) https://handwiki.org/wiki/Physics:Implications_of_the_Obidi_Action_and_the_Theory_of_Entropicity_(ToE)

[4] what is the Theory of Entropicity https://www.perplexity.ai/search/68e85ef9-9151-4c27-9f16-10dbd87bdbcd

[5] On the Theory of Entropicity (ToE) and Ginestra Bianconi's ... https://papers.ssrn.com/sol3/Delivery.cfm/5738123.pdf?abstractid=5738123&mirid=1

[6] Comparative Analysis Between John Onimisi Obidi's Theory of ... https://ijcsrr.org/wp-content/uploads/2025/11/21-1911-2025.pdf

[7] how is the Theory of Entropicity ToE that says Entropy is fundamental and a field able to integrate information geometry of Fisher-Rao and Fubini-Study Metrics with Amari-Čencov alpha-Connections and how can such explain Einstein Relativity and physical spacetime and reality? https://www.perplexity.ai/search/bdbd2c92-c32b-45a7-a29c-f932f3656c2f

[8] exactly how do Shannon and Tsallis appear as distinct limits in the Obidi Action?  write it out cleanly as a detailed, checkable derivation suitable for peer review. https://www.perplexity.ai/search/0a246b7b-7dfd-4728-ae72-08fe72030ea7

[9] A Simple Explanation of the Unifying Mathematical ... https://www.authorea.com/users/896400/articles/1348176-a-simple-explanation-of-the-unifying-mathematical-architecture-of-the-theory-of-entropicity-toe-crucial-elements-of-toe-as-a-field-theory

[10] The Theory of Entropicity (ToE) Lays Down ... https://johnobidi.substack.com/p/the-theory-of-entropicity-toe-lays

[11] (PDF) A Simple Explanation of the Unifying Mathematical ... https://www.academia.edu/144562709/A_Simple_Explanation_of_the_Unifying_Mathematical_Architecture_of_the_Theory_of_Entropicity_ToE_Crucial_Elements_of_ToE_as_a_Field_Theory

[12] [PDF] On the Conceptual and Mathematical Foundations of the ... - Authorea https://flame-challenge.authorea.com/users/896400/articles/1346238/master/file/data/On%20the%20Conceptual%20and%20Mathematical%20Foundations%20of%20the%20Theory%20of%20Entropicity(ToE)_V9_QG_UOP_V1_S1/On%20the%20Conceptual%20and%20Mathematical%20Foundations%20of%20the%20Theory%20of%20Entropicity(ToE)_V9_QG_UOP_V1_S1.pdf?inline=true

[13] John Onimisi Obidi 1 1Affiliation not available October 17, 2025 https://d197for5662m48.cloudfront.net/documents/publicationstatus/284761/preprint_pdf/a59997ba8ff6f388fae888a3e35f0908.pdf

[14] [PDF] On the Conceptual and Mathematical Foundations of the Theory of ... https://papers.ssrn.com/sol3/Delivery.cfm/5632191.pdf?abstractid=5632191&mirid=1


Increasing Online Visibility and Exposure of the Theory of Entropicity (ToE): With a YouTube Video on Entropy from Curt Jaimungal

Increasing Online Visibility and Exposure of the Theory of Entropicity (ToE): With a YouTube Video on Entropy from Curt Jaimungal

The Theory of Entropicity (ToE), largely developed by John Onimisi Obidi, has indeed been gaining traction and visibility across various academic, professional, and digital platforms recently. While it is still considered a non-mainstream or "emerging" framework in theoretical physics, it has established a significant presence on research repositories, intellectual blogs, and science-focused discussion hubs.

Where is ToE showing up?

You can find discussions and papers on the Theory of Entropicity across several major online ecosystems:

 * Academic and research Repositories: It is prominently featured on platforms like ResearchGate, SSRN (Social Science Research Network), and Figshare. These are the primary sites where the formal mathematical foundations and papers (like the "Obidi Action") are published and peer-reviewed by the community.

 * Intellectual Media Platforms: There is a strong presence on Medium and Encyclopedia.pub, where the theory is explained in more "layman-friendly" terms, focusing on its philosophical implications and its attempt to unify General Relativity and Quantum Mechanics.

 * Science Communities: Discussion threads on Reddit, The Philosophy Forum, and various physics-related sub-forums have begun debating its core premise: that entropy is not just a measure of disorder, but the "fundamental field" of reality.

What makes it different?

Traditional physics treats entropy as a byproduct—a result of things getting messy. The Theory of Entropicity flips this on its head:

| Feature | Standard Physics | Theory of Entropicity (ToE) |

|---|---|---|

| Entropy | A statistical measure of disorder. | A dynamic, fundamental physical field. |

| Time | A fundamental dimension or coordinate. | An emergent property of entropy flow. |

| Gravity | Curvature of spacetime (General Relativity). | An emergent property of entropic gradients. |

| Speed of Light | A universal constant c. | The maximum rate of entropic rearrangement. |

Is it "Mainstream"?

While its presence on the internet is growing, it is important to note that ToE is currently a provocative alternative to established theories. It hasn't replaced the standard model of physics in university textbooks yet, but its bold claims—such as deriving Einstein's equations from "informational–geometric" dynamics—have made it a hot topic for those looking for a "New Physics."

Would you like me to find a specific paper or a simplified breakdown of the "Entropic Time Limit" mentioned in these discussions?

A 2 Hour Deep Dive into Entropy

https://youtu.be/HIoviZe14pY?si=WnjPgkHjT7TmB90L

This YouTube video from  Curt Jaimungal (attached above) provides a comprehensive exploration of entropy's role in the universe, which is the foundational concept that the Theory of Entropicity (ToE) seeks to redefine as a fundamental field.



The Hierarchy of the Theory of Entropicity (ToE)

The Hierarchy of the Theory of Entropicity (ToE)

The Theory of Entropicity (ToE), proposed by John Onimisi Obidi in 2025, establishes a fundamental reordering of physical, geometrical, and informational principles, shifting entropy from a secondary, statistical byproduct to the primary, foundational field of reality.

The hierarchy of ToE is structured around the concept that entropy generates geometry and matter, rather than being generated by them.
Axiomatic Hierarchy of the Theory of Entropicity

The foundational structure of ToE is laid out as follows:

  1. Fundamental Axiom: Entropy (
    S(x)cap S open paren x close paren
    ) is a universal, physical, and dynamic field underlying all of reality.
  2. Derived Necessities:
    • Minimum Distinguishability: The "Obidi Curvature Invariant" (
      ln2l n 2
      ) acts as the minimal quantum of distinguishability, meaning no new state can appear until entropic curvature crosses this threshold.
    • Dynamical Curvature Evolution: The entropy field evolves according to the "Obidi Action" (a variational principle), which dictates how physical laws, spacetime, and matter emerge.
    • Finite Rate of Transformation: The "No-Rush Theorem" (G/NCBR: God or Nature Cannot Be Rushed) states that physical events cannot happen instantaneously; they must wait for entropic maturation.
Functional Hierarchy of Emergence
In ToE, the physical universe is a hierarchy of emerging, localized, and quantized expressions of the invisible entropy field:
  • Fundamental Layer (The Substrate): The Entropic Field (
    S(x)cap S open paren x close paren
    ), which possesses curvature, gradients, and dynamics.
  • Emergent Geometry (Spacetime): Spacetime is a smooth, large-scale mapping of entropic gradients.
  • Emergent Matter (Compactification): Matter corresponds to high-density, stable, and "compactified" regions of entropy.
  • Emergent Dynamics (Forces/Energy): Gravity and forces arise as entropic curvature and the result of entropy gradients.
  • Emergent Time (Flow): Time is identified with the direction of the irreversible flow of entropy, not an independent dimension.
  • Quantum Behavior (Synchronization): Quantum coherence and entanglement arise from synchronized entropy flows between regions.
The "Obidi Action" Hierarchy
The dynamics of the field are mathematically structured, hierarchical, and iterative:
  1. Local Obidi Action (LOA): Governs infinitesimal/local behavior, using entropy gradients (
    Snabla cap S
    ) and a potential
    V(S)cap V open paren cap S close paren
    .
  2. Spectral Obidi Action (SOA): Governs global/spectral behavior through the operator
    Δ=Gα(S)g-1cap delta equals cap G sub alpha open paren cap S close paren center dot g to the negative 1 power
    , which accounts for the entropy field's influence on the metric and information geometry (Fisher-Rao/Fubini-Study metrics).
  3. Master Entropic Equation (MEE): The resulting equation, which acts as the entropic equivalent to Einstein’s Field Equations.
Hierarchy of Constants and Limits
ToE derives and explains fundamental constants as limits of the entropy field:
  • Speed of Light (
    cc
    ):
    Not an arbitrary constant, but the maximum rate at which the entropic field can rearrange information (Maximum Entropic Propagation Rate).
  • Quantum of Information:
    ln2l n 2
    (the Obidi Curvature Invariant) is the minimal change for a state to be recognized.
This structure effectively reverses the classical view: Information/Entropy is fundamental, while Matter and Energy are emergent.