Error-Propagation Modeling for Failure Attribution in LLM-Based Multi-Agent Systems
LLM-based multi-agent systems (MASs) are increasingly used to solve complex tasks through coordinated reasoning, tool use, and interaction with external resources. However, attributing failures in such systems remains challenging because the observed outcome often does not directly reveal the error responsible for the...
Jia-Qi Liao, Yuan-Zhao Zhai, Huan-Xi Liu et al.
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