arXiv AI By Jinhao Zhou, Xiaoyu Zhang, Jiongchi Yu, Fahao Chen, Jun Wu

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

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arXiv AI
Aug 18

When Agentic Executions Fail: Detecting and Localizing Runtime Faults from Telemetry

arXiv:2608. 14680v1 Announce Type: new Abstract: Reliability in LLM-based agentic systems is a property of the whole execution (its tool calls, model calls, guardrails, and inter-agent messages), not of the final answer alone, yet evaluating only task outcomes reveals little about how or why a run fails.

By Chenkai Zhang, Yiran Li, Yifang Tian, Michalis Bachras, Hans-Arno Jacobsen