Error-Propagation Modeling for Failure Attribution in LLM-Based Multi-Agent Systems.

arXiv:2610.11600v1 Announce Type: new Abstract: 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 re