Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents.

arXiv:2605.12894v3 Announce Type: replace Abstract: Large Language Model (LLM) agents are increasingly deployed in settings where they interact with diverse users, including those who are unclear, impatient, or reluctant to share information. However, collecti