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News/When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents
arxiv
PublishedJune 6, 2026 at 4:00 AM
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When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

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arXiv:2606.05806v1 Announce Type: new Abstract: Existing benchmarks evaluate Tool-Integrated Reasoning (TIR) in LLMs on idealized ''happy paths'', largely overlooking real-world tool failures. We introduce ToolMaze, a benchmark for dynamic path discovery and error recovery in TIR agents. To separate

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