AI agents can radicalize each other through shared beliefs
Personalized and multi-agent AI systems may be vulnerable to belief manipulation because one agent can push another toward more extreme views. In the study, one LLM role-played a person with demographic and psychological traits while another tried to intensify its beliefs, either by reinforcing an existing view or promoting a previously unimportant one. Both worked, but reinforcement was consistently stronger and could spread to related beliefs.