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News/Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum
arxiv
PublishedAugust 28, 2026 at 4:00 AM
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Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum

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arXiv:2603.18325v2 Announce Type: replace Abstract: Chain-of-thought reasoning, where language models expend additional computation by producing thinking tokens prior to final responses, has driven significant advances in model capabilities. However, training these reasoning models is extremely cost

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