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  1. NewsRead5 Oct 2026

    Fast Models, Slow Evidence: A Paired and Self-Audited Evaluation of System-1 Decision Models for LLM Agent Harnesses

    Paired, self-audited evaluation of System-1 decision models for LLM agent harnesses โ€” the 'fast models, slow evidence' question; arXiv 2610.02267, submitted 1 Oct 2026, single author (Jiawei Li).