AI RESEARCH
Endogenous Regime Switching Driven by Scalar-Irreducible Learning Dynamics
arXiv CS.LG
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ArXi:2605.04054v1 Announce Type: new Achieving endogenous regime switching is crucial for the emergence of autonomous intelligence, yet remains a central challenge for existing machine learning frameworks, where such transitions are typically externally imposed. In this work, we