A Mechanistic Study of Automated Failure Attribution in LLM-based Agentic Systems
arXiv:2610.28811v1 Announce Type: new Abstract: Agentic systems have demonstrated strong capabilities on complex tasks by enabling multiple interacting large language model (LLM)-based agents to collaborate and execute subtasks in parallel. However, this collaborative structure introduces new chall…
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- 2026-10-22 04:00 · arXiv cs.LG
A Mechanistic Study of Automated Failure Attribution in LLM-based Agentic Systems