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arxiv_llm_reliability ยท Jun 24, 2026 ยท paper

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Beyond Function Calling: Benchmarking Tool-Using Agents under Tool-Environment Unreliability

arxiv.orgJun 24, 2026
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In brief

Large language models are increasingly deployed as agents that solve tasks by interacting with external tool environments. Although recent tool-use benchmarks increasingly cover complex task settings, they still large...

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