AnalysisAI ModelsOctober 7, 2026

VeriFine scales verification for self-improving embodied reasoning

Read original source →arxiv.org

Paper proposes VeriFine, a method that scales verification to keep pace with self-improving embodied policies, whose new failure patterns outstrip fixed judges. It targets the limits fixed judges place on optimization feedback and training-example discovery.

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