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Thursday, 9 April 2026

Principles of Physics as Re‑conceptualized from the Foundations of the Theory of Entropicity (ToE)

Principles of Physics as Re‑conceptualized from the Foundations of the Theory of Entropicity (ToE)


Preamble 

The Theory of Entropicity (ToE), developed by John Onimisi Obidi, proposes a fundamental re‑conceptualization of physical ontology by elevating entropy from a statistical descriptor to the primary dynamical field of the universe. This paper reconstructs the principles of physics from the ground up using the entropic field as the foundational substrate. Classical notions of spacetime, matter, force, causality, and measurement are reinterpreted as emergent consequences of entropic curvature and finite‑rate entropic propagation. The resulting framework unifies metaphysics, epistemology, and physics into a single entropic ontology, offering a coherent alternative to the geometric foundations of general relativity and the probabilistic foundations of quantum mechanics.


1. Introduction: The Need for a New Foundation

Modern physics rests on three monumental pillars: quantum mechanics, general relativity, and thermodynamics. Each is internally consistent, yet their conceptual foundations remain mutually incompatible. Quantum mechanics describes microscopic behavior through probabilistic amplitudes; general relativity describes macroscopic structure through geometric curvature; thermodynamics describes macroscopic irreversibility through entropy. The absence of a unified ontological basis has led to decades of attempts at reconciliation, from quantum gravity to emergent spacetime models.


The Theory of Entropicity (ToE) proposes that the incompatibility arises because physics has been built on the wrong primitives. Instead of geometry, particles, or fields, the ToE asserts that entropy is the fundamental ontological entity. All other structures—spacetime, matter, classicality, and even time itself—emerge from the evolution of the entropic field.


This paper articulates the principles of physics as reconstructed from this entropic foundation.


2. The Entropic Field as the Fundamental Ontological Substrate


2.1 From Statistical Quantity to Physical Field

In classical thermodynamics, entropy measures disorder; in statistical mechanics, it quantifies microstate multiplicity; in information theory, it measures uncertainty. None of these interpretations treat entropy as a physical field with causal power. The ToE departs from this tradition by asserting that entropy is not a descriptor but a primitive dynamical field, denoted \( F_E \).


The entropic field possesses curvature, gradients, and propagation rules. It is continuous, universal, and irreducible. All physical phenomena arise from its structure and evolution.


2.2 Entropic Curvature and the Structure of Reality

Curvature in the entropic field determines the distinguishability of physical configurations. Regions of high entropic curvature give rise to stable classical structures; regions of low curvature correspond to quantum indeterminacy. The universe is thus a tapestry woven from entropic gradients, not geometric manifolds.


3. Reconstruction of Spacetime from Entropic Dynamics


3.1 Spacetime as an Emergent Construct

In general relativity, spacetime is a geometric manifold whose curvature determines gravitational behavior. In the ToE, spacetime is not fundamental. It emerges from the organization of entropic gradients. The metric structure of spacetime is a secondary effect of the entropic field’s internal dynamics.


3.2 Finite‑Rate Entropic Propagation and the Arrow of Time

The entropic field evolves at a finite rate, establishing a universal temporal ordering. Time is not a dimension but a measure of entropic redistribution. The arrow of time arises naturally from the irreversibility of entropic evolution, eliminating the need for external temporal assumptions.


4. Matter, Forces, and Classicality as Entropic Phenomena


4.1 Matter as Stabilized Entropic Configurations

Particles are not fundamental entities but stable entropic knots—localized regions where entropic gradients maintain persistent identity. Their properties (mass, charge, spin) correspond to invariants of entropic curvature.


4.2 Forces as Entropic Interactions

Interactions between particles arise from the tendency of the entropic field to redistribute curvature. What we call “forces” are manifestations of entropic equilibration. Gravity, in particular, is the macroscopic expression of entropic curvature, not a geometric deformation of spacetime.


4.3 Classicality as Entropic Stabilization

Classical behavior emerges when entropic gradients reach thresholds that allow distinguishability. Measurement is the entropic stabilization of a system’s configuration, not an act of observation.


5. The Obidi Action: Governing the Dynamics of the Entropic Field


5.1 Variational Foundations

The Obidi Action is the variational principle that governs the evolution of the entropic field. It plays a role analogous to the Einstein–Hilbert action in general relativity but operates on entropic curvature rather than geometric curvature.


5.2 Universality Across Physical Regimes

The Obidi Action applies uniformly across all scales—quantum, classical, and cosmological. This universality eliminates the need for separate frameworks for different physical domains.


6. The No‑Go Theorem (NGT): Entropy as the Arbiter of Physical Law

The No‑Go Theorem states that any proposed physical law \( L \) that contradicts the entropic field collapses into inconsistency:


\[


L \land F_E = \bot


\]


This principle establishes the entropic field as the ultimate filter of physical admissibility. Laws that violate entropic constraints cannot exist in any coherent universe.


7. Epistemology Reconstructed: Entropology and the Physics of Knowing


7.1 Knowledge as Entropic Structure

In the ToE, knowing is not a mental abstraction but a physical process. Information is entropic structure; cognition is entropic negotiation between subsystems.


7.2 The Observer as a Local Entropic Subsystem

The observer is not metaphysically privileged. Observation does not create reality; it registers entropic stabilization. This resolves long‑standing paradoxes in quantum mechanics by removing the observer from the center of physical ontology.


8. The Universe as a Self‑Adjusting Entropic Continuum

The ToE portrays the universe as a dynamic, self‑organizing continuum. It evolves by redistributing entropy, increasing distinguishability, and stabilizing structure. The cosmos “learns” through entropic evolution, continually refining its internal organization.


This perspective unifies cosmology, quantum theory, and thermodynamics under a single entropic principle.


9. Implications for the Future of Physics

Reconstructing physics from the entropic field has profound implications:


- It offers a unified foundation for all physical laws.  


- It resolves the conceptual tension between quantum mechanics and general relativity.  


- It reframes time, gravity, and measurement as emergent phenomena.  


- It provides a new ontology for scientific inquiry.  


The ToE thus represents not merely a new theory but a new worldview—one in which entropy is the engine of existence.


10. Conclusion

The Theory of Entropicity redefines the principles of physics by grounding them in the dynamics of the entropic field. Spacetime, matter, forces, classicality, and knowledge emerge from entropic curvature and finite‑rate entropic propagation. This reconstruction unifies the conceptual foundations of physics and offers a coherent alternative to geometry‑based and probability‑based ontologies.


The entropic field becomes the fundamental reality; everything else is its unfolding.

⭐ The Obidi Equivalence Principle (OEP) of the Theory of Entropicity (ToE)

⭐ The Obidi Equivalence Principle (OEP) of the Theory of Entropicity (ToE)

Spacetime is the macroscopic projection of an underlying information‑geometric manifold, and every geometric property of physical spacetime corresponds to an entropic property of that information manifold.


More formally:

> The curvature, geodesics, and metric structure of physical spacetime arise from, and are isomorphic to, the curvature, geodesics, and Fisher‑information metric of the underlying information‑geometric manifold after coarse‑graining.


The Obidi Equivalence Principle proposes a global isomorphism between an underlying information-geometric manifold endowed with a Fisher metric and emergent physical spacetime, asserting that all geometric and dynamical properties of spacetime correspond to entropic and informational structures under a coarse-graining map.


🧠 Collective Historical Insight Summary

What ToE has formulated as the Obidi Equivalence Principle (OEP) is essentially an attempt to do for entropy/information what Einstein did for gravity:


Establish a strict equivalence (isomorphism) between two domains:

1) information geometry

2) physical spacetime geometry


This idea does have precedents in fragments across physics:

holography (geometry ↔ entanglement)

AdS/CFT (bulk ↔ boundary)

information geometry (Fisher metric ↔ statistical structure)


But:

πŸ‘‰ No mainstream framework currently enforces a full, global, invertible isomorphism of the kind which Obidi's Theory of Entropicity (ToE) has demanded.


So ToE's OEP is:

not baseless

but much stronger than anything currently accepted in traditional physics.


✅ Legitimacy of the Use of the Fisher Information Metric in the Theory of Entropicity (ToE)

From established literature:

Amari (2016) shows Fisher information defines a Riemannian metric

Anza & Crutchfield (2022) connect entropy and geometric structure

Franzosi et al. (2016) define geometric entropy via curvature

πŸ‘‰ So ToE's starting point:

“information → geometry”

is fully grounded in existing research


✅ ToE is Attempting a True Equivalence Principle

This is both important and audacious at once.

Compare:

Einstein EP

ToE's OEP

gravity ≡ geometry (Einstein)

spacetime ≡ information geometry (Obidi)

inertial = gravitational mass  (Einstein)

physical = entropic geometry (Obidi)

local equivalence  (Einstein)

global mapping (Obidi)

πŸ‘‰ Structurally, this is the right kind of move for a foundational theory.


This is the core demand of the Theory of Entropicity (ToE):


\[

(\mathcal{M}{info}, g{F}) \;\xrightarrow{\text{emergence}}\; (\mathcal{M}{spacetime}, g{\mu\nu})

\]


with the requirement that:


\[

\Phi: \mathcal{M}{info} \to \mathcal{M}{spacetime}

\]


is a smooth, invertible mapping preserving curvature, geodesics, and entropy production.

That is:

Emergence relation:


(π“œ₍α΅’β‚™fβ‚’₎, gF) ⟶₍β‚‘β‚˜β‚‘α΅£gβ‚‘β‚™cβ‚‘₎ (π“œ₍β‚›β‚šβ‚cβ‚‘β‚œα΅’β‚˜β‚‘₎, gΞΌΞ½)


Correspondence map:


Ξ¦ : π“œ₍α΅’β‚™fβ‚’₎ → π“œ₍β‚›β‚šβ‚cβ‚‘β‚œα΅’β‚˜β‚‘₎


⭐ What the principle asserts (in plain language)


1. Information geometry is the substrate.  

   It exists before spacetime.


2. Spacetime emerges from information geometry.  

   Not as a metaphor — as a coarse‑grained projection.


3. Every physical geometric quantity has an entropic counterpart.  

   - Spacetime curvature ↔ Entropic curvature  

   - Geodesics ↔ Paths of extremal entropy flow  

   - Mass ↔ Information‑curvature density  

   - Energy ↔ Rate of information change  


4. Gravity is not a force but an entropic gradient.  

   This is the entropic analogue of Einstein’s “gravity = geometry.”


5. The arrow of time is the monotonic increase of Fisher information.


⭐ Why this principle is necessary for the Theory of Entropicity (ToE)

Without the OEP:

- spacetime and information geometry become dualistic  

- entropy cannot be the fundamental invariant  

- gravity cannot be entropic  

- quantum mechanics cannot be geometric  

- the ToE collapses into two incompatible layers  


With the Obidi Equivalence Principle (OEP):

- quantum → statistical geometry  

- gravity → entropic curvature  

- time → information ordering  

- energy → information flow  

- spacetime → emergent macro‑geometry  


Everything becomes one coherent structure.


⭐ The 3 Axioms of the Theory of Entropicity (ToE):

- Axiom 1: Entropic Primacy  

- Axiom 2: Information‑Geometric Substrate  

- Axiom 3: Obidi Equivalence Principle (OEP)  


References 

1)

https://theoryofentropicity.blogspot.com/2026/04/obidi-equivalence-principle-oep.html

2)

http://youtube.com/post/UgkxMndtJGNXut5AISg1-2nRtwCBDUmhkxYM?si=xnYZNWea-SgUSb9M


3)

https://medium.com/@jonimisiobidi/the-obidi-equivalence-principle-oep-of-the-theory-of-entropicity-toe-8ff4c199a3d7