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Qinglin Chen

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  1. arXiv

    Agents spot a blocked task but keep going: writing feasibility into the harness lifts strict self-awareness from 20% to 60%

    Agents often recognize that a task lacks a prerequisite yet keep acting; a new evaluation scores recognition and warranted stopping separately, and harness search without model-weight updates raises strict self-awareness from 20% to 60%.

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