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    <title>AI Implementation on Programmer.ie: Modern AI programming</title>
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      <title>Research: From Paper to Pipeline with AI</title>
      <link>http://programmer.ie/books/freestyle-cognition/12-chapter/</link>
      <pubDate>Fri, 28 Aug 2026 10:00:00 +0100</pubDate>
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      <description>&lt;blockquote&gt;&#xA;&lt;p&gt;&amp;ldquo;Research is formalized curiosity. It is poking and prying with a purpose.&amp;rdquo;&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;h2 id=&#34;summary&#34;&gt;Summary&lt;/h2&gt;&#xA;&lt;p&gt;There is still something powerful about picking up a research paper and asking:&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 can I build from this?&#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;That question turns reading into motion. A paper stops being a sealed object. It becomes a source of ideas, mechanisms, tests, questions, and possible systems.&lt;/p&gt;&#xA;&lt;p&gt;But the modern version of this workflow is more disciplined than the old one.&lt;/p&gt;</description>
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