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DeepSeek’s 86-Page Flex: Technical Transparency or Academic Overkill?
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DeepSeek’s 86-Page Flex: Technical Transparency or Academic Overkill?

DeepSeek-R1’s paper ballooned from 22 to 86 pages, revealing Manifold-Constrained Hyper-Connections and a radically transparent training pipeline. Is this the blueprint for cost-efficient AI or a masterclass in engineering theater?

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