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arxiv_agent_systems_research ยท Oct 16, 2026 ยท paper

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Sample, Mix, or Verify? Allocating Test-Time Compute under Imperfect Verifiers

arxiv.orgOct 16, 2026
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In brief

A common way to make language models and agents more accurate is to spend more compute at inference time: generate many candidate solutions and submit the one a verifier prefers. Success then requires that some candid...

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