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ENTITY Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents

Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents

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  1. TOOL · CL_229270 ·

    AI agents' early uncertainty signals fail to predict long-horizon task failures

    A new research paper titled "Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents" explores the effectiveness of uncertainty quantification in predicting failures for long-horizon AI agents…