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Friday, 21 August 2026

John Archibald Wheeler and John Onimisi Obidi: Trajectory from "It from Bit" to the Theory of Entropicity (ToE)—Canonical

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John Archibald Wheeler and John Onimisi Obidi: Trajectory from "It from Bit" to the Theory of Entropicity (ToE)

John-Archibald-Wheeler-and-John-Onimisi-Obidi-Trajectory-from-"It-from-Bit"-to-the-Theory-of-Entropicity-(ToE).md

John Onimisi Obidi’s Theory of Entropicity (ToE) translates John Archibald Wheeler’s philosophical "It from Bit" concept into a concrete, calculable mathematical system. Wheeler famously asserted that every physical object ("It") derives its existence, geometry, and dynamics from binary information choices ("Bit"). However, Wheeler left "It from Bit" as a profound conceptual vision rather than a rigorous physical theory. Obidi’s work bridges this gap through specific mathematical mechanisms: [1, 2, 3]

1. Redefining "Bit" as a Continuous Physical Field

Wheeler viewed information as abstract ones and zeros existing outside of space. ToE grounds this by treating information—measured as entropy (S)—as a dynamic, continuous physical field (S(x)). [4, 5, 6]

From Metaphor to Field:

Information ceases to be an abstract metric about particles.

The Fundamental Substrate:

Information becomes the literal "fluid" or fabric out of which particles and spacetime are woven.

2. The Mathematical Mechanism: From Information to Geometry

To realize Wheeler's vision, a theory must explain exactly how a piece of information turns into a physical particle or gravitational pull. Obidi achieves this using the Obidi Transformation.

Statistical Distance:

The theory starts with the Fisher–Rao and Fubini–Study metrics, which measure how different two informational states are.

Geometric Transformation:

The Obidi Transformation uses an exponential disformal scaling factor (eS/kB) to convert these statistical distances into actual, physical spacetime coordinates and curvature.

The "It" Generates:

Spacetime curvature (the "It") is mathematically forced into existence by changes in the underlying information distribution (the "Bit").

3. Quantifying the Threshold of Physical Reality

Wheeler's vision lacked a precise boundary for when abstract information manifests as physical reality. ToE establishes this boundary through the Obidi Curvature Invariant (OCI).

The Value:

Evaluated precisely at ln⁡(2).

The Definition:

This represents the exact cost in bits needed to create a single physical distinction on the manifold.

The Meaning:

It provides a strict, quantitative threshold where information density becomes high enough to register as a localized physical event or "It."

4. Overcoming the Coordinate Problem

A major hurdle in Wheeler's "It from Bit" was explaining how a coordinate-free web of information could result in our highly structured, four-dimensional spacetime. ToE addresses this through Einstein–Obidi Calculus (EOC).

Multi-Sector Indices:

The theory assigns secondary indices to tensors to track distinct informational sectors (Lorentzian, Fisher–Rao, Fubini–Study).

The Smooth Emergence:

By locking the Amari α-connection at α = 0, the theory ensures that these disparate informational sectors smoothly collapse into the torsion-free geometry of standard General Relativity at macroscopic scales.

If you are interested in exploring this further, we can outline the specific mathematical proofs Obidi uses to derive the ln⁡(2) invariant, or we can look at how the Master Entropic Equation (MEE)/Obidi Field Equations (OFE) tracks information flow.

Which path would you like to take?

[1] https://www.youtube.com

[2] https://medium.com

[3] https://medium.com

[4] https://medium.com

[5] https://www.fairobserver.com

[6] https://encyclopedia.pub


Indeed Obidi takes Wheeler’s dictum literally and treats it as a concrete engineering blueprint for the universe. While many physicists view "It from Bit" as a profound metaphor, Obidi’s framework operationalizes it. The theory treats information not as a description of things, but as the stuff things are made of.

How Obidi Operationalizes "It from Bit"

Information as Real Estate:

In standard physics, you place matter inside a pre-existing space. In Obidi's theory, the space itself does not exist until information density creates it.

The "Bit" is Primary:

Instead of matter generating an entropic signature, the localized concentration of the entropic field (S(x)) generates the appearance of matter.

The Cosmic Ledger:

Every physical interaction is mathematically rewritten as an accounting ledger of information transactions, where forces like gravity are just the natural redistribution of data.

The Philosophical Shift

For Wheeler, reality was an "participatory universe" driven by information choices. Obidi provides the mathematical plumbing for that philosophy, explicitly showing how a change in a statistical "bit" physically warps the macroscopic geometry of an "it." [1, 2]

Would you like to see how Obidi defines an elementary particle under this information-first view, or examine how this theory reinterprets black hole horizons as ultimate data boundaries?

[1] https://www.instagram.com

[2] https://plus.maths.org

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