Uncovering Robustness Weaknesses in LLM Agents via Persona Evolution with Task-Integrity Constraints

Yutao Xie, Jingbo Yang, Guanyu Yao +3

Interactive-agent evaluations commonly rely on standardized LLM-based user simulators that exhibit broadly cooperative behavior, potentially overlooking failures that arise under d…