LLM Wardens: Mitigating Adversarial Persuasion with Third-Party Conversational Oversight

Lennart Wachowiak, Scott D. Blain, David Williams-King +1

LLMs are increasingly capable of persuasion, which raises the question of how to protect users against manipulation. In a preregistered user study (N=120) across four decision-maki…