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  1. NewsRead18 Sept 2026

    Closed-World Resolution Against Tool Hallucination in LLM Agents

    Proposes closed-world resolution to stop LLM agents from hallucinating tool calls โ€” a top production failure mode when agents invoke tools that don't exist or misuse schemas.