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Xiaotong Zhang

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#natural language process... Preprint Sep 2026

Intelligence Under Time Constraints: Rethinking Test-Time Compute

A research agenda on computation under evolving evidence is proposed, prioritizing selective recovery under controlled evidence revisions, and evaluation should separate earlier-execution effects, deployment value against a full-input alternative, and the added value of predictive policies, while accounting for shared-...

Xiaotong Zhang · 0 citations

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