When Messages Go Wrong: Understanding Communication Faults in LLM-Based Multi-Agent Systems
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 endpoints exposes communication to message loss, delay, and context expiration. Because agents often exchange open-ended natural language, ano...
Jin-Hao Zhou, Xiao-Yue Zhang, Jiongchi Yu et al.
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