What question did this study set out to answer?

The research aims to establish a new mathematical framework, the Autonomy Index, for measuring autonomous reasoning.

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March 4, 2026Open Access

The Autonomy Index

Key Points

The research aims to establish a new mathematical framework, the Autonomy Index, for measuring autonomous reasoning.
Defined the Autonomy Index mathematically.
Analyzed the relationship between structural coherence and statistical divergence.
Evaluated the index against existing reasoning metrics.
Demonstrated a clear relationship between structural coherence and statistical divergence.
Indicated that the Autonomy Index provides a reliable measure of autonomous reasoning beyond traditional methods.

Abstract

The Autonomy Index (AI₈₃ₗ): A new mathematical standard for quantifying autonomous reasoning, defined as the integral of the relationship between structural coherence and statistical divergence beyond training data.

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Cite This Study

Cem Dilan Sahin (Sun,) studied this question.

synapsesocial.com/papers/69a7cd6ed48f933b5eed9b93 https://doi.org/https://doi.org/10.5281/zenodo.18841947

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