Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use Agents

Haoyang Chen, Yi Liu, Jianzhi Shao +3

Long-horizon tool-use agents need not only to search and plan, but also to decide when to finalize. We study late-stage pressure states, in which an agent is biased toward submitti…