TRAIL provides a public benchmark of agent execution traces annotated with errors and shows that even the best LLM judges achieve only 11% joint accuracy at localizing them.
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TRAIL: Trace Reasoning and Agentic Issue Localization
TRAIL provides a public benchmark of agent execution traces annotated with errors and shows that even the best LLM judges achieve only 11% joint accuracy at localizing them.