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Synapse
March 4, 20260 citationsOpen Access

The Autonomy Index

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CSCem Dilan Sahin

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 (2026) studied this question.

synapsesocial.com/papers/69a7cd6ed48f933b5eed9b93https://doi.org/10.5281/zenodo.18841947
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