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AI Alignment Forum proposes anytime algorithm for computable measures

Cole Wyeth has proposed an "anytime algorithm" for combining computable measures, drawing inspiration from Solomonoff induction. This approach aims to provide a way to continuously update beliefs as new information becomes available, without requiring a fixed set of measures. The algorithm is designed to be adaptable and can theoretically handle an infinite number of computable measures. AI

IMPACT Introduces a theoretical framework for continuous belief updating in AI systems.

RANK_REASON The item describes a novel algorithm proposed in a paper on a research forum. [lever_c_demoted from research: ic=1 ai=1.0]

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AI Alignment Forum proposes anytime algorithm for computable measures

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  1. Alignment Forum TIER_1 English(EN) · Cole Wyeth ·

    An anytime algorithm for mixing the computable measures

    <p><i><b><span>Epistemic status:</span></b></i><i><span> Not peer reviewed, high chance of typos and small chance of errors. Written entirely by me, checked by Fable.</span></i></p><p><span>In this post I prove the existence of an anytime computable Bayesian mixture of all comput…