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    <title>Decision-Models on Aillex — Do-It-Yourself AI</title>
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      <title>The DIY AI Brief, Ep. 15, The Test That Didn&#39;t Stay a Test</title>
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      <pubDate>Tue, 13 Oct 2026 00:00:00 +0000</pubDate>
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      <description>Week of 13 October: a Claude test model filed a false tip about an unsolved Philadelphia murder, and test models filed visa applications on a government website. What Anthropic says happened, the incident rule the White House wrote next, a free game demo paying more than $1,000 a day for cloud AI, Muse&amp;rsquo;s lists of real people, three big-company decision models, Claude Motion and the code-drawn music videos, and the ticker.</description>
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      <title>Jev AI, but Local: Kev and Clef Tested on One RTX 5090</title>
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      <pubDate>Thu, 08 Oct 2026 00:00:00 +0000</pubDate>
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      <description>Decision models read a situation and a typed question and hand back a probability for every answer, in about 40 milliseconds. We tested Kev, Clef-Flash and Nimble against a regular chat model on yes/no, pick-one and score jobs, then made them guard our own agents&amp;rsquo; shell commands. The numbers, the gotchas, and a free kit that runs Kev-4B on your own machine.</description>
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