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arxiv_cs_lg · Aug 4, 2026 · paper

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Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility

arxiv.orgAug 4, 2026
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Large language models can solve substantially harder reasoning problems with more inference-time compute. The term "test-time scaling," however, now covers diverse inference algorithms that extend deliberation along a...

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Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility

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