Dong-Xu Lu

Breaking the Script: Do Role-Playing Agents Maintain Goal Alignment under Distraction?

As large language models (LLMs) are increasingly deployed as role-playing agents in educational and professional training simulations, their susceptibility to user-induced distraction threatens their pedagogical utility. We formalise goal-competing distraction as a controlled evaluation paradigm and introduce a simulat...