When Do Multi-Agent Systems Help? An Information Bottleneck Perspective

Wendi Yu, Lianhao Zhou, Xiangjue Dong +6

LLM powered multi-agent systems (MAS) have emerged as a promising paradigm for complex tasks. However, their advantages over single-agent systems (SAS) remain unclear, with perform…