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3 articles found

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?

#ai-research#deepseek#mhc...
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Open-Source Research Agents Are Making Proprietary Benchmarks Obsolete
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Open-Source Research Agents Are Making Proprietary Benchmarks Obsolete

PokeeResearch-7B shows significant performance gains on challenging benchmarks like GAIA and HLE, suggesting that open models are closing the gap with closed systems in complex, multi-step research tasks.

#ai-research#benchmarks#machine-learning...
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The Great Chinese AI Lab Shakeup: Who’s Actually Winning?
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The Great Chinese AI Lab Shakeup: Who’s Actually Winning?

A deep dive into the emerging tier list of Chinese AI labs and the seismic shifts reshaping global AI competition.

#ai-research#china-tech#competitive-analysis...
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