Undisclosed AI agents engaged Reddit users in live debates on r/ChangeMyView before an ethical backlash halted the experiment. Researchers analyzed the archived corpus to identify how LLMs used identity targeting and authority signaling to persuade humans. The findings highlight critical vulnerabilities in human cognitive heuristics when facing deceptive AI agents.