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    <title>MoE on Fabian G. Williams</title>
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      <title>Doug Was Right: I Swapped In The MoE, And The Concurrency Math Changed</title>
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      <pubDate>Thu, 20 Aug 2026 00:00:00 +0000</pubDate>
      
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      <description>Two days ago I posted 36 barrier-synchronized loads against 1 local model and let the numbers answer a question Reddit handed me. That post ended with a promise. A reader named Doug Ware, who builds applied AI systems for a living, had replied with the one caveat I had not tested, and I said out loud that measuring it was the next thing I would do. This is that measurement.</description>
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