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    <description>Engineering deep-dives from Cascadia on distributed LLM inference, Intel AI PC fleet operations, and on-prem AI.</description>
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    <lastBuildDate>Thu, 23 Jul 2026 17:43:09 GMT</lastBuildDate>
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      <title>The reason to stop buying new hardware</title>
      <link>https://cascadia.to/blog/intelligence-deflation</link>
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      <pubDate>Sat, 18 Jul 2026 17:00:00 GMT</pubDate>
      <description>Three years of public data say two curves are real, and together they mean most AI infrastructure being bought today is a deflating asset acquired at scarcity prices. Every number links to its source; every model is on the page, not behind it.</description>
      <category>intelligence deflation</category>
      <category>AI capex</category>
      <category>model densification</category>
      <category>GPU total cost of ownership</category>
      <category>small language models</category>
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