Social Circuits behind Multi-agent Echo Chambers

Chuiyang Meng, Wenlu Yu, Ming Tang +1

Language-model agents exchange messages to combine evidence, but their communication can also create echo chambers that reinforce shared errors. However, overall task performance d…