Metis AI identifies digital tasks entangled in irreversibility, relationships, norms, and accountability that require human oversight rather than pure automation.
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RISED operationalizes five evaluation dimensions for AI decision-support systems via BCa bootstrap intervals and Holm-Bonferroni verdicts, revealing failures missed by AUROC on seven cohorts including Diabetes 130 and NHANES.
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