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    <title>Acceptance on Programmer.ie: Modern AI programming</title>
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      <title>The Model Is Not the Process</title>
      <link>http://programmer.ie/books/applied-ai/14-chapter/</link>
      <pubDate>Mon, 14 Sep 2026 05:00:14 +0100</pubDate>
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      <description>&lt;p&gt;&lt;em&gt;Part 2 — Get the Model Out of the Chat Box&lt;/em&gt;&lt;/p&gt;&#xA;&lt;h2 id=&#34;nothing-went-wrong&#34;&gt;Nothing went wrong&lt;/h2&gt;&#xA;&lt;p&gt;The task was small — repair one paragraph:&lt;/p&gt;&#xA;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;&#34;&gt;&lt;code class=&#34;language-text&#34; data-lang=&#34;text&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;The new cache makes every page load 73% faster, according to the platform team [S1].&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;It stores rendered fragments close to readers.&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;It had three written criteria: the paragraph must contain no percentage figure, the source marker &lt;code&gt;[S1]&lt;/code&gt; must appear exactly once, and the second sentence must survive word for word.&lt;/p&gt;</description>
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      <title>Capability Is Not Authority</title>
      <link>http://programmer.ie/books/applied-ai/20-chapter/</link>
      <pubDate>Mon, 14 Sep 2026 05:00:20 +0100</pubDate>
      <guid>http://programmer.ie/books/applied-ai/20-chapter/</guid>
      <description>&lt;p&gt;&lt;em&gt;Part 4 — Make It Safe and Verifiable&lt;/em&gt;&lt;/p&gt;&#xA;&lt;h2 id=&#34;a-sensible-correction-refused&#34;&gt;A sensible correction, refused&lt;/h2&gt;&#xA;&lt;p&gt;&lt;strong&gt;Constructed scene.&lt;/strong&gt; A reviewer finds an incorrect cache setting and proposes the right replacement. Its worker can edit files. The person who opened the review asked for inspection only.&lt;/p&gt;&#xA;&lt;p&gt;The correction&amp;rsquo;s quality is beside the point. An accurate proposal grants no permission to apply it. The presence of an editing tool grants none either.&lt;/p&gt;&#xA;&lt;p&gt;Chapter 19 separated the actor&amp;rsquo;s report from evidence about the effect. Now move back to the moment before that effect: the process is about to call a worker that can change something. Which part of the system decides whether it may?&lt;/p&gt;</description>
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