How DeepSeek‑R1’s Reinforcement Learning Earned a Nature Cover

DeepSeek‑R1, the first peer‑reviewed large language model, leveraged a pure reinforcement‑learning framework and the novel GRPO algorithm to achieve breakthrough reasoning performance, low training cost, and widespread acclaim, culminating in a Nature magazine cover story.

AI reasoningDeepSeekGRPO

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How DeepSeek‑R1’s Reinforcement Learning Earned a Nature Cover