<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
  <channel>
    <title>Legitimacy on Programmer.ie: Modern AI programming</title>
    <link>http://programmer.ie/tags/legitimacy/</link>
    <description>Recent content in Legitimacy on Programmer.ie: Modern AI programming</description>
    <generator>Hugo</generator>
    <language>en-us</language>
    <lastBuildDate>Fri, 28 Aug 2026 10:00:00 +0100</lastBuildDate>
    <atom:link href="http://programmer.ie/tags/legitimacy/index.xml" rel="self" type="application/rss+xml" />
    <item>
      <title>Is Freestyle Cognition Legitimate?</title>
      <link>http://programmer.ie/books/freestyle-cognition/90-chapter/</link>
      <pubDate>Fri, 28 Aug 2026 10:00:00 +0100</pubDate>
      <guid>http://programmer.ie/books/freestyle-cognition/90-chapter/</guid>
      <description>&lt;h2 id=&#34;summary&#34;&gt;Summary&lt;/h2&gt;&#xA;&lt;p&gt;Chapter 7 we did some research into this this is the actual session with ChatGPT for chapter 7&lt;/p&gt;&#xA;&lt;hr&gt;&#xA;&lt;pre class=&#34;mermaid&#34;&gt;&#xA;    flowchart TD&#xA;    Start([❓ Question: Is Freestyle Cognition&amp;lt;br&amp;gt;a legitimate method or a metaphor?]) --&amp;gt; A[🧠 STEP 1: ROW Framework]&#xA;    A --&amp;gt; A1[Reason&amp;lt;br&amp;gt;Analyze terms, assumptions, tensions]&#xA;    A --&amp;gt; A2[Organize&amp;lt;br&amp;gt;Outline structured argument]&#xA;    A --&amp;gt; A3[Write&amp;lt;br&amp;gt;Draft thoughtful answer]&#xA;    &#xA;    A3 --&amp;gt; B[🌱 STEP 2: GROW Reflection]&#xA;    B --&amp;gt; B1[Goal: What was I trying to prove?]&#xA;    B --&amp;gt; B2[Reality: Strengths &amp;amp; weaknesses]&#xA;    B --&amp;gt; B3[Options: What could I explore differently?]&#xA;    B --&amp;gt; B4[Way Forward: Next steps]&#xA;    &#xA;    B4 --&amp;gt; C[🔍 STEP 3: CRITIC Self-Edit]&#xA;    C --&amp;gt; C1[Challenge: What&amp;#39;s flawed or missing?]&#xA;    C --&amp;gt; C2[Reflect: Why did that happen?]&#xA;    C --&amp;gt; C3[Iterate: Improve weak section]&#xA;    C --&amp;gt; C4[Test: Does it align with the goal?]&#xA;    C --&amp;gt; C5[Improve: Further enhancements]&#xA;    C --&amp;gt; C6[Crystallize: Final concise answer]&#xA;    &#xA;    C6 --&amp;gt; D([✅ Final Determination:&amp;lt;br&amp;gt;Legitimate methodology&amp;lt;br&amp;gt;with empirical potential])&#xA;&#xA;    style Start fill:#e1f5fe,stroke:#333&#xA;    style A fill:#fff3e0,stroke:#333&#xA;    style B fill:#e8f5e9,stroke:#333&#xA;    style C fill:#fce4ec,stroke:#333&#xA;    style D fill:#c8e6c9,stroke:#333&#xA;  &lt;/pre&gt;&#xA;  &lt;hr&gt;&#xA;&lt;p&gt;&lt;strong&gt;You:&lt;/strong&gt;&lt;/p&gt;</description>
    </item>
  </channel>
</rss>
