arxivcs.HC2026-07-04
Enactive Drift Regulation and the Emergence Machine: A Framework for Coherent Adaptation Through Regulated Interaction
Adaptive systems increasingly operate in environments characterized by persistent non-stationarity, where patterns reorganize rather than merely vary. While existing approaches such as online learning, continual learning, and adaptive filtering address performance degradation und…