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Reasoning-by-RL goes peer-reviewed: DeepSeek-R1 in Nature

The method behind today's reasoning models — incentivizing step-by-step reasoning through pure reinforcement learning, with no human reasoning traces — was published, peer-reviewed, in Nature.

Sep 18, 2025SeniorStaffPrincipalArchitect

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Research → Prod

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AlphaEvolve: an AI that found faster algorithms — and is already saving Google compute

DeepMind's Gemini-powered evolutionary coding agent found a data-center scheduling heuristic running in production for a year (recovering ~0.7% of Google's global compute) and a 4×4 matrix-multiply that beats a 1969 record.

May 14, 2025SeniorStaffPrincipalArchitect

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