AI RESEARCH

Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs

arXiv CS.AI

ArXi:2505.11556v4 Announce Type: replace-cross Multi-agent systems built on large language models (LLMs) are expected to enhance decision-making by pooling distributed information, yet systematically evaluating this capability has remained challenging. We