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    <title>Growth on Programmer.ie: Modern AI programming</title>
    <link>http://programmer.ie/tags/growth/</link>
    <description>Recent content in Growth on Programmer.ie: Modern AI programming</description>
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    <lastBuildDate>Tue, 11 Aug 2026 15:18:00 +0100</lastBuildDate>
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      <title>10: Properties of Digital Life</title>
      <link>http://programmer.ie/books/digital-life/10-properties-of-digital-life/</link>
      <pubDate>Tue, 11 Aug 2026 10:36:00 +0100</pubDate>
      <guid>http://programmer.ie/books/digital-life/10-properties-of-digital-life/</guid>
      <description>&lt;h1 id=&#34;properties-of-digital-life&#34;&gt;Properties of Digital Life&lt;/h1&gt;&#xA;&lt;p&gt;We have changed the question.&lt;/p&gt;&#xA;&lt;p&gt;For several chapters we asked how far simple computational systems could be pushed toward properties associated with life.&lt;/p&gt;&#xA;&lt;p&gt;That gave us useful concepts:&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;persistence&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;identity&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;robustness&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;regeneration&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;reproduction&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;inheritance&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;evolution&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;But the previous chapter exposed the assumption underneath them.&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;strong&gt;We were still letting biology choose the architecture.&lt;/strong&gt;&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;p&gt;A biological organism exists inside one particular substrate.&lt;br&gt;&#xA;It is made from matter.&lt;br&gt;&#xA;Its signals propagate physically.&lt;br&gt;&#xA;Its components decay.&lt;br&gt;&#xA;Its copying is expensive.&lt;br&gt;&#xA;Its memory is limited.&lt;br&gt;&#xA;Its body is finite.&lt;br&gt;&#xA;Its architecture has been shaped by those constraints.&lt;/p&gt;</description>
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      <title>11: The Crystal</title>
      <link>http://programmer.ie/books/digital-life/11-the-crystal/</link>
      <pubDate>Tue, 11 Aug 2026 15:18:00 +0100</pubDate>
      <guid>http://programmer.ie/books/digital-life/11-the-crystal/</guid>
      <description>&lt;p&gt;We have spent ten chapters making the question harder.&lt;/p&gt;&#xA;&lt;p&gt;Then we made one important decision.&lt;/p&gt;&#xA;&lt;p&gt;We are not going to build an animal.&lt;/p&gt;&#xA;&lt;p&gt;We are not going to start with:&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;body&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;energy&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;hunger&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;genome&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;reproduction&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;age&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;death&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;and hope that enough biological nouns eventually add up to life.&lt;/p&gt;&#xA;&lt;p&gt;Instead we are going to begin from the digital substrate.&lt;/p&gt;&#xA;&lt;p&gt;Remove almost everything.&lt;br&gt;&#xA;Introduce one capability.&lt;br&gt;&#xA;Then discover what becomes necessary.&lt;/p&gt;&#xA;&lt;p&gt;Our first capability is:&lt;/p&gt;</description>
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