How does  the Theory of Entropicity (ToE) derive the Einstein Relativistic speed of light c from Entropy?

In the Theory of Entropicity (ToE), the speed of light $$c$$ is **not taken as a postulate but derived** as the **maximum propagation speed of entropic disturbances** in the universal entropic field $$S(x,t)$$. The position is that the usual relativistic structure of $$c$$—its constancy, invariance, and role as a causal limit—follows from the constitutive law and constraints of this entropic field [1][2][3].

### Strategy of the derivation

ToE starts from the **Master Entropic Equation (MEE)**, which governs the dynamics of the entropic field $$S(x,t)$$ via the **Obidi Action** and the associated entropy‑driven field equations [3][2]. When the MEE is linearized (for small perturbations), it yields a **wave‑type equation** whose principal part is proportional to the spacetime d’Alembertian $$g^{\mu\nu}\partial_\mu\partial_\nu$$, and the coefficient of that operator is identified with $$c^2$$ [1][2]. Crucially, ToE argues that the dimensionful combination of fundamental constants in that coefficient—$$\hbar, G, k_B$$—forces the characteristic speed of these entropic excitations to **numerically equal the measured $$c$$**, so that  

$$

   \text{entropic stiffness} / \text{entropic inertia} \sim c^2.

$$

Light is then interpreted as a **null entropic excitation**: a massless mode that propagates along the **causal cone defined by the entropic field**, and whose speed is fixed by this stiffness–inertia ratio [2][3].

### Why $$c$$ is constant for all observers

ToE also claims that the **constancy and observer‑independence** of $$c$$ follow from the structure of the entropic field and a **No‑Rush Theorem (NRT)**, which forbids instantaneous change or infinite propagation speed for entropic configurations [1][6]. Because:

- all matter and radiation are embedded in the same entropic field,

- the NRT imposes a **universal finite propagation speed** for entropic information,

- and measuring devices (clocks, rulers) are themselves entropic systems constrained by the same field,

the theory asserts that **all observers must measure the same $$c$$**, without assuming Lorentz invariance as a starting point [1][6]. The symmetry group that preserves the entropic null cones is then shown to coincide with the Lorentz group, so Einstein’s second postulate is recast as a **derivable consequence** of entropic causality rather than a primitive axiom [2][7].

### Conceptual summary

So, in ToE’s language:

- The **speed of light** is the **characteristic speed of null entropic waves** in the entropic field.

- The **value of $$c$$** is fixed by the **ratio of entropic stiffness to entropic inertia**, which involves $$\hbar, G, k_B$$.

- The **invariance of $$c$$** follows from the fact that the **entropic field and the No‑Rush Theorem** impose the same causal limit on all observers.

In other words, ToE reinterprets the “speed of light” as the **maximum rate at which entropy can be redistributed and shared causally** in the universe, and derives $$c$$ from that thermodynamic‑entropic structure rather than from pure geometry [1][2][3].

How does the Theory of Entropicity (ToE) make the Amari-Čencov α-connections and Fisher-Rao and Fubini-Study Metrics to become physical spacetime from which Einstein field equations emerge?

In the Theory of Entropicity (ToE), the **Amari–Čencov $$\alpha$$**-connections, the **Fisher–Rao metric**, and the **Fubini‑Study metric** do not stay abstract tools of information geometry; they are **promoted to physical spacetime structures** through an entropy‑driven transformation, and from that transformation Einstein’s field equations are posited to emerge as a limiting case [7][9][2].

### How information geometry becomes physical spacetime

1. **Entropic manifold as the physical arena**  

   ToE treats the universe as an **entropic manifold**: a space of informational states where the “distance” between nearby states is measured by Fisher–Rao (classical information) and Fubini–Study (quantum information) [7][6]. Ordinarily these metrics only quantify distinguishability of distributions or quantum states; ToE says they actually encode **physical distances and intervals** in the deeper entropic substrate [5][2].

2. **Fisher–Rao and Fubini‑Study become the spacetime metric**  

   The Fisher–Rao metric is identified with the **classical‑limit piece of the spacetime metric**, while Fubini‑Study corresponds to the **quantum‑fluctuation layer** of the same geometry [4][5][6]. A “metric‑transformation” scheme is introduced so that the physical metric $$g_{\mu\nu}$$ is a deformation of the Fisher–Rao / Fubini‑Study information metric by a factor depending on the entropic field $$S(x,t)$$ and the $$\alpha$$‑index [5][9][2]. Symbolically, the literature sketches a relation like  

   $$

      g_{\mu\nu}^{\text{(phys)}} \sim \Phi(\alpha, S)\, g_{\mu\nu}^{\text{(FR/FS)}}

   $$

   where the scalar field $$\Phi$$ ties entropy and information together.

3. **$$\alpha$$-connections become the affine connection**  

   The Amari–Čencov $$\alpha$$-connection is no longer a formal object in statistical models; it is taken as the **physical affine connection** of the entropic spacetime, entering the Obidi Field Equations (OFE) directly as the geometric part that tells how vectors and geodesics evolve under entropic gradients [7][5]. The $$\alpha$$‑index then becomes a physical deformation parameter, tied to non‑extensive entropy via $$\alpha = 2(1 - q)$$, so that **affine asymmetry** reflects **irreversible information‑entropy flow** [7][9].

### How Einstein’s equations emerge

4. **Obidi Action and entropic curvature**  

   The Obidi Action is a variational principle for the entropic field $$S(x,t)$$, which yields the **Master Entropic Equation (MEE)**, entropic geodesics, and an entropy potential equation [7][9]. In this framework, the Fisher–Rao–type curvature and the $$\alpha$$-connection curvature are interpreted as **physical spacetime curvature**: the same curvature that in general relativity is encoded in the Ricci tensor and Einstein tensor [7][2].

5. **From information curvature to Einstein curvature**  

   ToE argues that, in an appropriate limit, the MEE maps onto equations structurally equivalent to the Einstein field equations, with “entropic‑stress” objects playing the role of the energy‑momentum tensor $$T_{\mu\nu}$$ [7][9][11]. Photon‑deflection and perihelion‑shift results are then reproduced using entropy‑constrained geodesics, without starting from a metric postulate, and the numerical agreement with GR is cited as evidence that information‑geometric curvature has become **effective gravitational curvature** [1][2].

6. **Geometrization of entropy à la Einstein**  

   In this picture, spacetime is not assumed; it is **reconstructed** from the Fisher–Rao / Fubini‑Study metrics and the $$\alpha$$-connection, all deformed by the entropic field, and Einstein’s equations are then presented as the **macroscopic geometric expression** of that underlying entropic information structure [7][9][6]. ToE thus frames itself as continuing Einstein’s “geometrization of physics,” but with **entropy replacing matter** as the primary ontological field whose curvature generates geometry and gravity [7][2].

How does the Theory of Entropicity (ToE) use the Amari-Čencov α-connections?

In ToE, the **Amari–Čencov $$\alpha$$**-connections are used to give the entropic manifold a **geometric structure** that links probability, information, and ordinary spacetime physics. The idea is that entropy is the primary field, and the $$\alpha$$-connection encodes how probability and information “curve” in that space, thereby generating physical dynamics [1][5].

## What they are doing geometrically

ToE treats the space of probability densities (or information states) as an entropic manifold and then equips that manifold with an **information geometry** built from the **Fisher–Rao metric** plus the **Fubini–Study metric**, using the Amari–Čencov $$\alpha$$-connection as the affine connection [1][5]. In this setup, different values of $$\alpha$$ correspond to different ways of relating information–entropic structure to affine geometry, which in turn shapes how entropic gradients drive motion, gravity, and time [1][6].

## How $$\alpha$$ becomes physical

A key and audacious move in the Theory of Entropicity (ToE) is to **tie the $$\alpha$$** parameter to thermodynamic or information deformation, for example via a relation such as $$\alpha = 2(1 - q)$$, where $$q$$ is the Tsallis nonextensivity parameter [6]. This makes $$\alpha$$ not just a statistical label but a **physical deformation index** that governs how entropy, probability, and curvature are coupled in the entropic manifold [6][7]. In this language, the $$\alpha$$-connection effectively becomes the **physical connection coefficients** of the entropic spacetime, replacing (or underpinning) the Christoffel symbols one would otherwise use in general relativity [1][7].

## Role in the overall derivation

By integrating Fisher–Rao and Fubini–Study through the Amari–Čencov $$\alpha$$-connection, ToE claims to construct a **unified information‑geometric foundation** for entropy‑driven dynamics: entropic geodesics, mass increase, time dilation, and Lorentz symmetry all arise as consequences of this geometry, without positing spacetime geometry first [1][5]. In this sense, the $$\alpha$$-connections are the **bridge between statistical information and relativistic physics** within the entropic paradigm [5][7].

How does the Theory of Entropicity (ToE) incorporate Rényi and Tsallis entropies?

The Theory of Entropicity (ToE) incorporates **Rényi** and **Tsallis** entropies by treating them as **generalized entropy measures** inside a broader entropic framework, rather than as separate theories. In the source I found, ToE says this creates a correspondence between generalized entropy and geometry, with the **entropic order parameter $$\alpha$$** acting as a universal deformation index linking information flow, entropy flow, and geometric structure [2].

## In plain terms

The idea is that ordinary entropy is not the whole story; ToE extends the formalism so that different entropy families correspond to different geometric regimes or deformations of the entropic field [2]. Rényi and Tsallis entropies are then used to describe nonstandard or deformed information structures within that same entropic manifold [2].

## What that implies mathematically

The available description says ToE uses the **Amari–Čencov $$\alpha$$-connection** framework together with the **Fisher–Rao metric** and the **Fubini–Study metric** to connect generalized entropies to geometry [2]. In that picture, $$\alpha$$ is not just a parameter for a formula; it is promoted to a physical deformation index that organizes how entropy, probability, and curvature relate [2].

.

How does the Theory of Entropicity (ToE) derive gravity and spacetime from entropy?

In ToE, gravity is described as an **emergent effect of entropy gradients**, not as a fundamental force or merely as spacetime curvature. The theory’s public descriptions say that entropy is promoted to a dynamical field $$S(x)$$, and that motion, gravitation, and time arise from the constraints and gradients of that field [2].

## Core idea

The basic claim is that the **Obidi Action** treats entropy as the starting variable, and variation of that action yields the theory’s dynamical equations, including the **Master Entropic Equation**, entropic geodesics, and an entropy potential equation [2]. In that framing, gravity appears when matter and geometry respond to differences in entropy, so gravitational attraction is an emergent consequence of entropic structure rather than a separate fundamental interaction [1][2].

## Spacetime emergence

ToE also says spacetime itself is not primary. Instead, it is said to emerge from a deeper entropic manifold, with geometric structure linked to information metrics such as Fisher–Rao and Fubini–Study, plus the Amari–Čencov $$\alpha$$-connection formalism [2]. In that picture, spacetime geometry is the macroscopic limit of entropic ordering, and Einstein’s equations are presented as a limiting case [2].

## How the derivation is presented

One of the published ToE derivation is that higher-order entropy corrections to Newton’s gravitational potential, combined with inputs such as the Unruh effect, Hawking temperature, Bekenstein–Hawking entropy, the holographic principle, and orbital mechanics, can reproduce the perihelion shift of Mercury while interpreting gravity as entropy-driven [1]. So the theory’s derivation strategy is: start from entropy, build a variational principle, recover gravity and relativistic effects, then interpret spacetime as emergent from the same entropic substrate [1][2].

What is the Theory of Entropicity (ToE)?

The **Theory of Entropicity (ToE)** is a recently proposed theoretical physics framework developed by **John Onimisi Obidi** starting in 2025. Here's a breakdown:

**Core Idea**

ToE redefines entropy as the fundamental field and causal substrate of physical reality, rather than a statistical byproduct of disorder. Entropy is treated as a continuous, dynamic field whose gradients generate motion, gravitation, time, and information flow. [Cambridge University Press](https://www.cambridge.org/engage/coe/article-details/6900d89c113cc7cfff94ef3a)

**Key Concepts**

- **The Obidi Action** — A universal variational principle at the core of ToE, analogous to the Einstein-Hilbert action in general relativity. From it emerge the Master Entropic Equation (MEE), Entropic Geodesics, and the Entropy Potential Equation. [Medium](https://medium.com/@jonimisiobidi/the-theory-of-entropicity-toe-a-new-framework-for-understanding-reality-d6d1e038c53e)

- **Speed of Light Reinterpreted** — The universal constant *c* is not a postulate about the speed of light, but rather represents the maximum rate at which the entropic field can reorganize itself and distribute energy and information. Light is simply the visible manifestation of this maximum speed of entropic reconfiguration. [Medium](https://medium.com/@jonimisiobidi/an-introduction-to-the-theory-of-entropicity-toe-its-conceptual-foundations-and-far-reaching-3f6a9a8be616)

- **The No-Rush Theorem** — This establishes a universal lower bound on interaction durations, encapsulating the principle that physical processes cannot occur instantaneously. [Cambridge University Press](https://www.cambridge.org/engage/coe/article-details/68630f541a8f9bdab5e1939d)

- **Relativistic Effects** — Mass increase, time dilation, and length contraction are not imposed geometrically but arise as natural consequences of the irreversible flow of entropy. Geometry becomes emergent, not fundamental. [Cambridge University Press](https://www.cambridge.org/engage/api-gateway/coe/assets/orp/resource/item/6900d89c113cc7cfff94ef3a/original/the-theory-of-entropicity-to-e-derives-and-explains-mass-increase-time-dilation-and-length-contraction-in-einstein-s-theory-of-relativity-to-r-to-e-applies-logical-entropic-concepts-and-principles-to-verify-einstein-s-relativity.pdf)

- **Gravity** — ToE suggests gravity emerges from the field's statistical tendency to maximize entropy, causing matter to move toward massive objects. [Medium](https://medium.com/@jonimisiobidi/an-introduction-to-the-theory-of-entropicity-toe-its-conceptual-foundations-and-far-reaching-3f6a9a8be616)

**Ambitions**

ToE aims to unite thermodynamics, quantum mechanics, and relativity under a single entropic principle. Phenomena like quantum probability and the arrow of time are seen as different expressions of the entropic field's intrinsic irreversibility. [Medium](https://medium.com/@jonimisiobidi/the-theory-of-entropicity-toe-a-new-framework-for-understanding-reality-d6d1e038c53e)

**Status & Caveats**

The Theory of Entropicity is a rather radical yet bold proposal. It is still under vigorous research, with mathematical formalisms undergoing active refinement and being advanced toward experimental validation and eventual integration into mainstream physics. [Medium](https://medium.com/@jonimisiobidi/the-theory-of-entropicity-toe-a-new-framework-for-understanding-reality-d6d1e038c53e)

In short, ToE is an audacious but ambitious attempt to make **entropy — not spacetime or quantum states — the most fundamental thing in the universe**, from which everything else emerges. It has not yet been peer-reviewed or experimentally validated in the traditional sense.

From Ginestra Bianconi's Gravity to Obidi's Theory of Entropicity (ToE): Toward a New Foundation of Physical Law 

The transition from Ginestra Bianconi's "Gravity from Entropy" to John Onimisi Obidi's "Theory of Entropicity" (ToE) represents a shift from treating entropy as a relational measure to defining it as the fundamental substrate of physical law. [1]

Ginestra Bianconi: Gravity from Entropy (GfE) [2, 3]

Proposed in early 2025, Bianconi's framework suggests that gravity is an emergent phenomenon rather than a fundamental force. [4]

• Core Mechanism: Gravity is derived from the quantum relative entropy (a measure of informational "distance") between two metrics: the spacetime metric and a metric induced by matter fields.
• The G-Field: This auxiliary field acts as a Lagrange multiplier to enforce constraints, naturally leading to a small, positive cosmological constant that may explain dark energy.
• Consistency: In low-energy regimes, GfE reduces to standard Einstein field equations. [5, 6, 7, 8]

Obidi's Theory of Entropicity (ToE): A New Foundation

Obidi's ToE (introduced in late 2025) aims to unify GfE and other theories by elevating entropy to the primary, ontic field ($S(x)$) of the universe. [9, 10]

• Ontological Monism: Unlike Bianconi’s dual-metric approach, ToE asserts there is only one fundamental entropic field. Spacetime, matter, and motion are mere "macro-shadows" or excitations of this field.
• The Obidi Action: This is the central variational principle of the theory. It integrates classical and quantum information geometry (e.g., Fisher-Rao and Fubini-Study metrics) to derive the Master Entropic Equation (MEE), an analogue to Einstein's field equations.
• Universal Limits: ToE derives the speed of light ($c$) not as a postulate, but as the maximum rate at which the entropic field can reorganize information. This leads to the "No-Rush Theorem," stating no physical interaction can be instantaneous.
• Subsuming GfE: ToE proponents argue that Bianconi's relative-entropy action is a specific "quadratic slice" or weak-gradient limit of the more general Spectral Obidi Action. [9, 11, 12, 13, 14, 15]

Key Comparisons

Feature [7, 11, 13, 16, 17, 18, 19]	Bianconi's Gravity from Entropy	Obidi's Theory of Entropicity (ToE)
Nature of Entropy	A relational measure between metrics.	The fundamental, dynamic field of reality.
Spacetime	A quantum system with its own metric.	An emergent property of the entropic field.
Speed of Light	A constant used to reconcile metrics.	The maximum throughput rate of the entropic field.
Gravity	Mismatch between matter and geometry.	Gradients/flow in the entropic field.

This progression reframes physical laws as "entropic inevitabilities"—where the universe acts as a self-consistent accounting mechanism that reconfigures itself through local entropic exchanges. [13, 20]

Would you like to dive deeper into the mathematical mechanics of the Obidi Action or explore how this theory explains dark matter?

[1] https://medium.com

[2] https://www.cambridge.org

[3] https://papers.ssrn.com

[4] https://www.firstprinciples.org

[5] https://physicsworld.com

[6] https://arxiv.org

[7] https://www.firstprinciples.org

[8] https://ca.news.yahoo.com

[9] https://medium.com

[10] https://medium.com

[11] https://medium.com

[12] https://www.researchgate.net

[13] https://medium.com

[14] https://encyclopedia.pub

[15] https://www.researchgate.net

[16] https://medium.com

[17] https://medium.com

[18] https://www.cambridge.org

[19] https://medium.com

[20] https://encyclopedia.pub