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Calibration and Risk-Budgeted Decisions with System One Models

arXiv:2610.19811v1 Announce Type: new Abstract: LLM workflows and agents rely on a set of binary decisions like allow/block an input, or discard/retain a retrieved document. When human deferral is unavailable, uncertain cases must still receive an action. We study System One decision scores in this…

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  1. 2026-10-15 04:00 · arXiv stat.ML
    Calibration and Risk-Budgeted Decisions with System One Models

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