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    <title>Phenomena on Programmer.ie: Modern AI programming</title>
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    <description>Recent content in Phenomena on Programmer.ie: Modern AI programming</description>
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    <lastBuildDate>Wed, 12 Aug 2026 22:01:00 +0100</lastBuildDate>
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      <title>Appendix: Phenomenon Ledger</title>
      <link>http://programmer.ie/books/digital-life/99-appendix/01-phenomenon/</link>
      <pubDate>Wed, 12 Aug 2026 22:01:00 +0100</pubDate>
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      <description>&lt;h2 id=&#34;appendix-01-phenomenon-ledger&#34;&gt;Appendix 01: Phenomenon Ledger&lt;/h2&gt;&#xA;&lt;p&gt;This appendix records something different from the chapter-by-chapter claim ledger.&lt;/p&gt;&#xA;&lt;p&gt;The claim ledger asks:&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;What did we predict?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;Did the predeclared experiment pass?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;What claim did the evidence earn?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The phenomenon ledger asks:&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;What did the experiment reveal anyway?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;Did the same pattern appear again elsewhere?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;Is a substrate-level regularity beginning to emerge?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Those are not the same questions.&lt;/p&gt;&#xA;&lt;p&gt;A primary hypothesis can fail while exposing a different phenomenon.&lt;/p&gt;</description>
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