What type of study is this?

This is a Quantitative Study study.

October 12, 2025Open Access

From Decoherence to Coherent Intelligence: A Framework for the Emergence of AI Structure through Recursive Reasoning

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Thermodynamic coherence guides stable cognition in both biological and artificial systems, highlighting a universal link with entropy.

Coherence is demonstrated to be essential for stable cognition across biological and artificial systems, emphasizing ordered reasoning.
The study establishes a quantitative relationship between thermodynamic states and cognitive stability, shedding light on intelligence emergence.
Foundational concepts from statistical mechanics and information theory are integrated to form a novel framework for understanding cognition.
This framework addresses various cognitive models, including consciousness and machine reasoning, suggesting coherence as a common requirement.

J. J. Barton (2025) studied this question.

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