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    <title>Huggingface on Tenu Tech Brief</title>
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      <title>Community Evals: Because we&#39;re done trusting black-box leaderboards over the community</title>
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      <description>• Evaluation metrics saturated; MMLU &amp;gt;91%, GSM8K &amp;gt;94%, yet real‑world tasks still fail. • Inconsistent benchmark scores across papers, model cards, and platforms create no single t</description>
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      <title>The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI&#43;</title>
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