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    <title>Execution on Programmer.ie: Modern AI programming</title>
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      <title>Let the Machine Touch Something</title>
      <link>http://programmer.ie/books/applied-ai/19-chapter/</link>
      <pubDate>Mon, 14 Sep 2026 05:00:19 +0100</pubDate>
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      <description>&lt;p&gt;&lt;em&gt;Part 3 — Give Intelligence a Runtime&lt;/em&gt;&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-edit-that-has-not-happened&#34;&gt;The edit that has not happened&lt;/h2&gt;&#xA;&lt;p&gt;&lt;strong&gt;Constructed scene.&lt;/strong&gt; A reviewer proposes changing a cache setting. The patch is in an artifact. A person decides to apply it. The file still contains the old value.&lt;/p&gt;&#xA;&lt;p&gt;Then a worker returns “done” and nobody opens the file.&lt;/p&gt;&#xA;&lt;p&gt;The decision might have been well supported, the instruction exact, and the worker&amp;rsquo;s return normal — none of those tells the person reading the record whether the file changed.&lt;/p&gt;</description>
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