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arxiv_cs_ai ยท Nov 6, 2026 ยท paper

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Test-Time Compute Scales Better with Parallel Agent Teams

arxiv.orgNov 6, 2026
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In brief

Test-time scaling improves the performance of a fixed model by spending more computation at inference. There are two common ways to spend it on agents when a verifier can score every attempt. Best-of-N sampling runs m...

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