[KongchangAI]
Unverified50% confidenceFactExact time

The framework proposed in the study contains two key mechanisms: conservative fallback and risk-budget selection. Conservative fallback means defaulting to a safe but utility-conservative action when the model is uncertain; risk-budget selection means imposing a constraint on the false omission risk over the subset of inputs assigned to the utility-maximizing action.

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10/15/2026
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