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Agentic Meta-Reasoning Shows Why More Compute Does Not Fix A Badly Directed Agent

Posted on October 16, 2026October 16, 2026 by Clara Milicent

Meta’s agentic meta-reasoning separates control from execution, and its ProgramBench results show agents given more compute often fail to use it well.