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RESEARCH27

State Representation and Termination for Recursive Reasoning Systems

arXiv CS.AIΒ·May 11, 2026

This paper addresses two critical design choices in recursive reasoning systems: state representation and termination criteria. It proposes representing the reasoning state as an epistemic state graph and introduces the order-gap criterion to determine when further iteration is unlikely to be beneficial.

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