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Sunday, 19 April 2026

The Theory of Entropicity (ToE) Living Review Letters Series. Letter IB: On the Haller-Obidi Action and Lagrangian: An Examination of the Mathematical and Conceptual Connection Between John Haller's Action-as-Entropy Equivalence and the Entropic Field Obidi Action Formulation of the Theory of Entropicity (ToE)

The Theory of Entropicity (ToE) Living Review Letters Series. Letter IB: On the Haller-Obidi Action and Lagrangian: An Examination of the Mathematical and Conceptual Connection Between John Haller's Action-as-Entropy Equivalence and the Entropic Field Obidi Action Formulation of the Theory of Entropicity (ToE)

Theory of Entropicity (ToE): Entropy Shapes Reality


This ToE Living Review Letters Series Letter IB covers 10 main sections plus Abstract, Executive Summary, Table of Contents, and References:


Structure at a Glance of the ToE Living Review Letters Series Letter IB (1–10)

Structure at a Glance of the ToE Living Review Letters Series Letter IB (1–10)



| Section | Focus |

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

| 1. Introduction | Distinguishes Letter IB's mathematical scope from Letter IA's conceptual/historical scope; frames the central task as bridging equations (1) and (2) |

| 2. Mathematical Anatomy of Haller's Derivation | Concise reconstruction of the Bernoulli-Gaussian model, Hirshman entropy sum, conditional entropy rate, mutual information rate, and the central identity H = (2/ℏ)∫(mc²−L)dt |

| 3. The Haller-Obidi Action and Lagrangian | Defines ℒHO ≡ mc² − (ℏ/2)Ḣ and SHO = ∫ℒHO dt as named mathematical objects; proves SHO = S_action; decomposes into free (conditional entropy) and interaction (mutual information) terms |

| 4. Covariant Generalization | Constructs ℒent = mc² − (ℏ/2)(u^μ ∂μ S); introduces the entropic current J^μ_S and the coexistence of conserved flux with irreversible entropy growth |

| 5. Reduction of the Obidi Action | Performs worldline localization of SObidi → Sent → S_HO; states the Obidi-Haller Correspondence as a formal proposition |

| 6. Mutual Information as Entropic Potential | Derives V = (ℏ/2)İM; defines entropic coupling constants; constructs the route to an effective metric g^(ent)μν via Fisher-Rao structure |

| 7. Gaussian Channel and α-Connection | Maps Haller's Gaussian channel to the α = 0 sector of ToE's information geometry; identifies the Hirshman entropy as the entropic floor / boundary condition for the OFE |

| 8. Vuli-Ndlela Bridge | Connects entropy-weighted path selection to the Vuli-Ndlela Integral Z_VN; introduces the entropic selection parameter λ |

| 9. Limits of the Correspondence | Honestly delineates what Haller does and does not provide — no entropic field, no conserved flux, no field equations, no intrinsic time asymmetry |

| 10. Conclusion | Summarizes the six key mathematical constructions and states future directions |


Key Mathematical Constructions Introduced in the ToE Living Review Letters Series Letter IB 

1. Haller-Obidi Lagrangian: ℒ_HO ≡ mc² − (ℏ/2) Ḣ

2. Haller-Obidi Action: SHO = ∫ ℒHO dt = S_action

3. Covariant Entropic Lagrangian: ℒent = mc² − (ℏ/2)(u^μ ∂μ S)

4. Obidi-Haller Correspondence: SObidi → Sent → S_HO via worldline localization

5. Information-geometric potential: g^(ent)μν ~ ∂²IM/∂θ^μ∂θ^ν

6. Vuli-Ndlela bridge: Z_VN = ∫D[x] exp{iS/ℏ + λH[x]}



Here's a summary of what the ToE Living Review Letters Series Letter IB contains:

Structure at a Glance


| Section | Focus |

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

| 1. Introduction | Distinguishes Letter IB's mathematical scope from Letter IA's conceptual/historical scope; frames the central task as bridging equations (1) and (2) |

| 2. Mathematical Anatomy of Haller's Derivation | Concise reconstruction of the Bernoulli-Gaussian model, Hirshman entropy sum, conditional entropy rate, mutual information rate, and the central identity H = (2/ℏ)∫(mc²−L)dt |

| 3. The Haller-Obidi Action and Lagrangian | Defines ℒHO ≡ mc² − (ℏ/2)Ḣ and SHO = ∫ℒHO dt as named mathematical objects; proves SHO = S_action; decomposes into free (conditional entropy) and interaction (mutual information) terms |

| 4. Covariant Generalization | Constructs ℒent = mc² − (ℏ/2)(u^μ ∂μ S); introduces the entropic current J^μ_S and the coexistence of conserved flux with irreversible entropy growth |

| 5. Reduction of the Obidi Action | Performs worldline localization of SObidi → Sent → S_HO; states the Obidi-Haller Correspondence as a formal proposition |

| 6. Mutual Information as Entropic Potential | Derives V = (ℏ/2)İM; defines entropic coupling constants; constructs the route to an effective metric g^(ent)μν via Fisher-Rao structure |

| 7. Gaussian Channel and α-Connection | Maps Haller's Gaussian channel to the α = 0 sector of ToE's information geometry; identifies the Hirshman entropy as the entropic floor / boundary condition for the OFE |

| 8. Vuli-Ndlela Bridge | Connects entropy-weighted path selection to the Vuli-Ndlela Integral Z_VN; introduces the entropic selection parameter λ |

| 9. Limits of the Correspondence | Honestly delineates what Haller does and does not provide — no entropic field, no conserved flux, no field equations, no intrinsic time asymmetry |

| 10. Conclusion | Summarizes the six key mathematical constructions and states future directions |


Note:

The ToE Living Review Letters Series Letter IB includes ~50 numbered equations and 28 references.

The Theory of Entropicity (ToE) and John L. Haller's Action-as-Entropy Equivalence Principle: Validation of the Foundations of the Theory of Entropicity (ToE)

The Theory of Entropicity (ToE) and John L. Haller's Action-as-Entropy Equivalence Principle: Validation of the Foundations of the Theory of Entropicity (ToE)

John L. Haller’s work connects to the Theory of Entropicity (ToE) through the fundamental assertion that entropy is equal to physical action. In his paper Information Mechanics, Haller proposes that entropy is not merely a secondary statistical measure but the primary driver of physical motion. [1, 2]

Core Connections between Haller and ToE

The Theory of Entropicity (ToE), pioneered by John Onimisi Obidi, adopts and extends several of Haller's conceptual foundations: [3, 4]
  • Entropy as Action: Haller put forward the unifying theory that entropy and action are equivalent ($S = A$). This is a cornerstone of ToE, which utilizes the Obidi Action to derive physical laws from the dynamics of an entropic field.
  • The Bernoulli Process: Haller hypothesized that particles move via a discrete Bernoulli Process. ToE incorporates this into its "No-Rush Theorem," which posits that physical interactions are not instantaneous but are discrete reconfigurations of the entropic field that require finite time.
  • Information-Geometric Bridge: Haller used information-theoretic methods to derive his results. ToE formalizes this by using Information Geometry (e.g., Fisher-Rao and Fubini-Study metrics) to treat physical curvature as a manifestation of information flow.
  • Emergent Relativity: Haller noted that while his hypothesis matched the mean values of special relativity, it suggested "new physics" in its variance. ToE follows this path by reinterpreting Einstein's postulates (like the constancy of the speed of light) as emergent consequences of a fundamental entropic rate. [2, 5, 6, 7, 8]

Comparison Table: Haller vs. Obidi (ToE)

Feature [3, 6, 9, 10, 11]
John L. Haller's Theory
John Onimisi Obidi's ToE
Primary Identity
Entropy = Action
Entropy = Fundamental Ontological Field
Medium of Reality
Discrete Bernoulli Process
Continuous Entropic Field
Causality
Statistical movement
No-Rush Theorem (Finite Interaction Time)
Relativity
Matches mean values
Derives Kinematics (Time Dilation, Length Contraction)
Haller's perspective shifted the role of entropy from a "shadow" of physical laws to the "light source" that creates them—a philosophy central to the current development of the Theory of Entropicity. [4]
Would you like to explore the Obidi Action equations or how ToE reinterprets Black Hole information?

 

 

 

In his work, notably "Action as Entropy" (2015), John L. Haller explores concepts that align with entropic theories regarding the fundamental nature of physics. 
SciforumSciforum
Key points from Haller's work that connect with entropy-based theories of everything (ToE) include:
  • Action as Entropy: Haller argues that the "action" of a particle (a fundamental quantity in quantum mechanics and classical mechanics) is equal to its entropy.
  • Second Law as Fundamental: He proposes that the second law of thermodynamics is the foundational justification for the principle of least action.
  • Entropy/Energy Relationship: He suggests that entropy, in natural units, is equivalent to energy times time minus the action of a particle.
  • Vacuum Interaction: Haller suggests that the mutual information between a particle and the vacuum is equal to its potential energy. 
  • SciforumSciforum +1
These concepts aim to bridge quantum mechanics and thermodynamics by suggesting that fundamental actions are inherently entropic.