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Jun-Zhou Fang

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#artificial intelligence Preprint Oct 2026

When Agent Context Goes Stale: Incoherence in Volatile Agent Context

Modern agents increasingly ground their reasoning in observations returned by tools, such as file contents read from a workspace. However, the data sources underlying these observations may later be modified by users, other agents, or external tools, while the model retains only the stale content in its context window....

Ying-Ying Liu, Jun-Zhou Fang, Chen-Xiong Qian · 0 citations

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