ACTF: A Control-Theoretic Framework for System Coherence Dynamics -Unified Description of Organized States in Neural and Artificial Systems-
Zenodo (CERN European Organization for Nuclear Research) March 21, 2026 Kentaro Sato
Research Overview This study proposes ACTF (A Control-Theoretic Framework for System Coherence Dynamics), a theoretical framework for describing and controlling the dynamics of system coherence common to both brain neural systems and large language models (LLMs). In contrast to conventional data-driven approaches, this work adopts a “theory-first” methodology that prioritizes deductive...