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Preprint Aug 2026

When"Must"Becomes"Maybe": Constraint Weakening in LLM Agent Workflows

This work identifies a state-transmission failure between information extraction and action in large language model agents, and shows how handoff transformations can retain state content while weakening its constraints on downstream action.

Yi-Heng Sun, Huifei Wang, Yan-Cheng Zhu et al. · 2 citations

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