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Lifetime-valid decisions by continually evolving AI analysts

arXiv:2610.30562v1 Announce Type: cross Abstract: AI agents increasingly act as analysts whose decision can often be cast as hypothesis tests. Classical tests control the Type I error rate, the probability of rejecting a true null hypothesis, for fixed procedures. However, AI analysts introduce int…

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  1. 2026-10-23 04:00 · arXiv stat.ML
    Lifetime-valid decisions by continually evolving AI analysts

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