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    <title>Bitemporal Memory on Programmer.ie: Modern AI programming</title>
    <link>http://programmer.ie/tags/bitemporal-memory/</link>
    <description>Recent content in Bitemporal Memory on Programmer.ie: Modern AI programming</description>
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    <lastBuildDate>Mon, 14 Sep 2026 05:00:08 +0100</lastBuildDate>
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      <title>Is It Still True?</title>
      <link>http://programmer.ie/books/memory/08-chapter/</link>
      <pubDate>Mon, 14 Sep 2026 05:00:08 +0100</pubDate>
      <guid>http://programmer.ie/books/memory/08-chapter/</guid>
      <description>&lt;h2 id=&#34;the-same-events-a-different-story&#34;&gt;The same events, a different story&lt;/h2&gt;&#xA;&lt;p&gt;Consider three remembered events from the migration history:&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;A = benchmark detects SQLite contention&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;B = team decides to adopt PostgreSQL&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;C = PostgreSQL deployment completes&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;As an unordered set, &lt;code&gt;{A, B, C}&lt;/code&gt;, the system knows all three happened. As a trajectory, &lt;code&gt;A → B → C&lt;/code&gt;, it can say something stronger: the benchmark preceded the decision, and the decision preceded the deployment. Now hold the contents constant and change only the ordering to &lt;code&gt;B → A → C&lt;/code&gt;. Nothing was added and nothing was removed, yet the benchmark can no longer have motivated the decision. It may corroborate the decision, strengthen confidence in it, or justify retaining it — but a later measurement cannot have been the reason for an earlier choice.&lt;/p&gt;</description>
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