Deceive, Detect, and Disclose: Large Language Models Play Mini-Mafia

Davi Bastos Costa, Renato Vicente

Large language models are increasingly deployed in multi-agent settings whose outcomes hinge on social intelligence, motivating evaluations of their interactive capabilities; yet e…