Collective AI can amplify tiny perturbations into divergent decisions

Hajime Shimao, Warut Khern-am-nuai, Sung Joo Kim

Large language models are increasingly deployed not as single assistants but as committees whose members deliberate and then vote or synthesize a decision. Such systems are often e…