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News/FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search
arxiv
PublishedJune 2, 2026 at 4:00 AM

FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

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arXiv:2606.00765v1 Announce Type: new Abstract: LLM-based agents increasingly solve complex tasks through long trajectories involving reasoning steps, tool calls, and inter-agent communication. However, when these agents fail, it is often unclear which agent caused the failure and which step introdu

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