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Lifetime-valid decisions by continually evolving AI analysts

Sun, Xiaojing et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learningmethodology
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 internal randomness and can evolve continuously over t
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