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      <title>I Asked My Local LLM to Add 23 Numbers. I Got Seven Different Wrong Answers.</title>
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      <pubDate>Sat, 25 Apr 2026 00:00:00 -0400</pubDate>
      
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      <description>Seven attempts, seven different wrong answers — lessons from setting up a local LLM.
It&amp;rsquo;s tax season, which means I&amp;rsquo;ve been staring at a notes file full of stock sales — 23 transactions across the year that I needed to total up. The kind of data I&amp;rsquo;d rather not paste into a chat window I don&amp;rsquo;t control.
I&amp;rsquo;d been meaning to set up a local LLM anyway, and this seemed like the perfect low-stakes test.</description>
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