When Messages Go Wrong: Understanding Communication Faults in LLM-Based Multi-Agent Systems

Jinhao Zhou, Xiaoyu Zhang, Jiongchi Yu +2

LLM-based multi-agent systems (LLM-MAS) use specialized agents that exchange messages to accomplish complex tasks. Their reliance on networked protocols, remote tools, and model en…