The Universal Intelligence Theory: Recursive Unification of Constants, Mass, and Vacuum Geometry

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Main Author: Needham, Eric
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Published: Zenodo 2025
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author Needham, Eric
author_facet Needham, Eric
contents <p>This paper presents the most complete and reproducible formulation of the Universal Intelligence Theory (UIT) under the ENSO Framework to date. Building on the Carol Equation and Needham Generation Structure, we derive:</p> <ul> <li> <p>The fine-structure constant <span><span>αEM\alpha_{\mathrm{EM}}</span><span><span><span><span>α</span><span><span><span><span><span><span><span>EM</span></span></span></span><span></span></span></span></span></span></span></span></span> from first principles, achieving 0.36% agreement with CODATA values.</p> </li> <li> <p>The cosmological constant <span><span>Λ\Lambda</span><span><span><span>Λ</span></span></span></span>, showing natural suppression by >120 orders of magnitude through prime-wave interference, without anthropic fine-tuning.</p> </li> <li> <p>Exact Standard Model particle masses using <span><span>φπ\varphi\pi</span><span><span><span>φ</span><span>π</span></span></span></span> power scaling, matching experimental values to machine precision.</p> </li> </ul> <p>Every numerical result and figure in this paper is generated by a single, openly shared script (<code>comprehensive_validation.py</code>), with outputs archived in JSON format for independent verification. The approach is fully reproducible, falsifiable, and testable.</p> <p>This work transforms UIT from a conceptual framework into a computationally verifiable scientific theory, offering a unified picture that connects quantum scales, particle masses, coupling constants, and cosmic expansion into a single coherent model.</p> <p>For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com</p> <p><strong>Website</strong>: https://ensotheory.com/</p>
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spellingShingle The Universal Intelligence Theory: Recursive Unification of Constants, Mass, and Vacuum Geometry
Needham, Eric
Universal Intelligence Theory
Carol Equation
Needham Generation Structure
phi-pi scaling
prime-wave interference
cosmological constant problem
fine-structure constant
particle mass hierarchy
vacuum energy suppression
base-13 logarithmic scaling
emergence operator
quantum gravity
fundamental constants
reproducible physics
theoretical physics framework
<p>This paper presents the most complete and reproducible formulation of the Universal Intelligence Theory (UIT) under the ENSO Framework to date. Building on the Carol Equation and Needham Generation Structure, we derive:</p> <ul> <li> <p>The fine-structure constant <span><span>αEM\alpha_{\mathrm{EM}}</span><span><span><span><span>α</span><span><span><span><span><span><span><span>EM</span></span></span></span><span></span></span></span></span></span></span></span></span> from first principles, achieving 0.36% agreement with CODATA values.</p> </li> <li> <p>The cosmological constant <span><span>Λ\Lambda</span><span><span><span>Λ</span></span></span></span>, showing natural suppression by >120 orders of magnitude through prime-wave interference, without anthropic fine-tuning.</p> </li> <li> <p>Exact Standard Model particle masses using <span><span>φπ\varphi\pi</span><span><span><span>φ</span><span>π</span></span></span></span> power scaling, matching experimental values to machine precision.</p> </li> </ul> <p>Every numerical result and figure in this paper is generated by a single, openly shared script (<code>comprehensive_validation.py</code>), with outputs archived in JSON format for independent verification. The approach is fully reproducible, falsifiable, and testable.</p> <p>This work transforms UIT from a conceptual framework into a computationally verifiable scientific theory, offering a unified picture that connects quantum scales, particle masses, coupling constants, and cosmic expansion into a single coherent model.</p> <p>For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com</p> <p><strong>Website</strong>: https://ensotheory.com/</p>
title The Universal Intelligence Theory: Recursive Unification of Constants, Mass, and Vacuum Geometry
topic Universal Intelligence Theory
Carol Equation
Needham Generation Structure
phi-pi scaling
prime-wave interference
cosmological constant problem
fine-structure constant
particle mass hierarchy
vacuum energy suppression
base-13 logarithmic scaling
emergence operator
quantum gravity
fundamental constants
reproducible physics
theoretical physics framework
url https://doi.org/10.5281/zenodo.17186557