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    <title>Muse Glimmer on Aillex — Do-It-Yourself AI</title>
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      <title>The Local Model Gauntlet: gemma4 vs qwen3.8 vs muse-glimmer</title>
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      <description>Three open-weight models, one RTX 5090, and the same jobs: a real bug, playable games, tool calling, long documents. Measured numbers, two defaults that were quietly breaking the results, and the finding we published wrong and had to correct.</description>
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