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arxiv_llm_reliability · Sep 3, 2026 · paper
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KC-Bench: A Dynamic Interactive Benchmark for Evaluating Knowledge Conflicts in LLM Agents
arxiv.orgSep 3, 2026
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In brief
As LLMs increasingly act through tools, they must reconcile user instructions, parametric knowledge, and dynamic environmental observations before taking actions. We introduce KC-Bench, a controlled multi-turn benchma...
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agentevaluation