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    <title>Error Localisation on Programmer.ie: Modern AI programming</title>
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    <description>Recent content in Error Localisation on Programmer.ie: Modern AI programming</description>
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      <title>Why</title>
      <link>http://programmer.ie/books/memory/07-chapter/</link>
      <pubDate>Sat, 19 Sep 2026 05:00:07 +0100</pubDate>
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      <description>&lt;p&gt;Chapters 3 through 6 leave the system with a working pipeline and an&#xA;uncomfortable surplus. Chapter 3 retrieves raw history. Chapter 4&#xA;derives a persistent graph from it. Chapter 5 propagates activation&#xA;across that graph. Chapter 6 chooses between these mechanisms. A&#xA;candidate memory reaches the reader, the reader writes an answer, and&#xA;the answer contains claims about the project. This chapter asks the&#xA;book&amp;rsquo;s third question — &lt;em&gt;why did we decide or believe this?&lt;/em&gt; — in the&#xA;form the pipeline forces:&lt;/p&gt;</description>
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