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		<title>Thinking, Fast and Slow - Revision history</title>
		<link>http://wiki.apidesign.org/index.php?title=Thinking%2C_Fast_and_Slow&amp;action=history</link>
		<description>Revision history for this page on the wiki</description>
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			<title>JaroslavTulach at 09:29, 31 July 2026</title>
			<link>http://wiki.apidesign.org/index.php?title=Thinking%2C_Fast_and_Slow&amp;diff=11034&amp;oldid=prev</link>
			<description>&lt;p&gt;&lt;/p&gt;

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				&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;←Older revision&lt;/td&gt;
				&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 09:29, 31 July 2026&lt;/td&gt;
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&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I had hesitated to start reading it, but when I finally started I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[wikipedia:Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I had hesitated to start reading it, but when I finally started I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[wikipedia:Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;=== Reasoning AI Models ===&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;A nicer reference to this [[Thinking, Fast and Slow]] book has recently been given to me in an [https://www.google.com/search?smstk=ChhOa1RkMGRkdk4yemVKYnpVUUdLRFg5OD0QARgA&amp;amp;smstidx=2&amp;amp;q=how+to+package+a+new+ai+model&amp;amp;udm=50&amp;amp;csuir=1&amp;amp;aep=34&amp;amp;kgs=538c4be58860acf0&amp;amp;shem=agpl%2Caiolsbe%2Caspphp%2Cepsd1%2Crimspwouoe&amp;amp;shndl=37&amp;amp;shmd=H4sIAAAAAAAA_3WPsUoEMRCGOWzkGsFSEIZrBLnbeI2FCGKnCHet3TK7mc2GS2ZCknXP7jrfxSfwGXwqs6KVWM3MD___fzN_O5q_z7ZPS0gCLLzabjbPoCkQa-LWUgKMBEykSUMnETRmhBApYMRshSt4kJFeKC7hEVrkiwwpS4DcW95ZNoCNDLmc5KGhSRgSdYP7DgsUy_CTuoiESbisC8AEIzlXwb0voVkyOvcK0nV3Z7d9ziHdKDWOY2VSLgxt1YpXiTC2_SpE8aLQ-jr1hbzO_eAbRuuqUJJPf91GxDiq0KrL817G0gEB2x0aAizfjoAWvGhy-8PJYfZx_Dmr_yu2vriSaiKyLvQ_0aY2EbUlzmq9_6PVxc8ao67X11c6TGxf53nluooBAAA&amp;amp;shmds=v1_ARwrE23ApMbdptPXvGUoGZOQNmV4tySj5qadEI2MA6HMI-sVGQ&amp;amp;source=sh%2Fx%2Faim%2Fm1%2F1&amp;amp;atvm=2&amp;amp;mtid=iWpsavLICe2E9u8P8PSk-Q0 artificial conversion]:&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;In the AI industry, this distinction is often described using psychology terms:&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;* '''System 1''' (The Model): Fast, instinctive, pattern-matching. (Your ONNX file)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;* '''System 2''' (The Dependencies/Code): Slow, deliberate, logical, rule-bound. (The software packaging around it).&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;nbsp;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;By using dependencies for reasoning, you turn a simple mathematical model into a dependable production application.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</description>
			<pubDate>Fri, 31 Jul 2026 09:29:11 GMT</pubDate>			<dc:creator>JaroslavTulach</dc:creator>			<comments>http://wiki.apidesign.org/wiki/Talk:Thinking%2C_Fast_and_Slow</comments>		</item>
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			<title>JaroslavTulach at 07:36, 27 September 2012</title>
			<link>http://wiki.apidesign.org/index.php?title=Thinking%2C_Fast_and_Slow&amp;diff=6132&amp;oldid=prev</link>
			<description>&lt;p&gt;&lt;/p&gt;

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				&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 07:36, 27 September 2012&lt;/td&gt;
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&lt;tr&gt;&lt;td class='diff-marker'&gt;-&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I hesitated to start reading it, but &lt;del style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;then &lt;/del&gt;I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[wikipedia:Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I &lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;had &lt;/ins&gt;hesitated to start reading it, but &lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;when I finally started &lt;/ins&gt;I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[wikipedia:Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</description>
			<pubDate>Thu, 27 Sep 2012 07:36:57 GMT</pubDate>			<dc:creator>JaroslavTulach</dc:creator>			<comments>http://wiki.apidesign.org/wiki/Talk:Thinking%2C_Fast_and_Slow</comments>		</item>
		<item>
			<title>JaroslavTulach at 07:36, 27 September 2012</title>
			<link>http://wiki.apidesign.org/index.php?title=Thinking%2C_Fast_and_Slow&amp;diff=6131&amp;oldid=prev</link>
			<description>&lt;p&gt;&lt;/p&gt;

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				&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;←Older revision&lt;/td&gt;
				&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 07:36, 27 September 2012&lt;/td&gt;
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&lt;tr&gt;&lt;td class='diff-marker'&gt;-&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular &lt;del style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;systems&lt;/del&gt;]]. I hesitated to start reading it, but then I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular &lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;system&lt;/ins&gt;]]&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;s&lt;/ins&gt;. I hesitated to start reading it, but then I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;wikipedia:&lt;/ins&gt;Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</description>
			<pubDate>Thu, 27 Sep 2012 07:36:10 GMT</pubDate>			<dc:creator>JaroslavTulach</dc:creator>			<comments>http://wiki.apidesign.org/wiki/Talk:Thinking%2C_Fast_and_Slow</comments>		</item>
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			<title>JaroslavTulach: New page: Thinking, Fast and Slow is a book recommended to me by Peter Kriens at OSGiCon 2012 when we were trying to understand each others misunderstan...</title>
			<link>http://wiki.apidesign.org/index.php?title=Thinking%2C_Fast_and_Slow&amp;diff=6127&amp;oldid=prev</link>
			<description>&lt;p&gt;New page: &lt;a href=&quot;http://en.wikipedia.org/wiki/Thinking%2C_Fast_and_Slow&quot; class=&quot;extiw&quot; title=&quot;wikipedia:Thinking,_Fast_and_Slow&quot;&gt;Thinking, Fast and Slow&lt;/a&gt; is a book recommended to me by &lt;a href=&quot;/wiki/Peter_Kriens&quot; title=&quot;Peter Kriens&quot;&gt;Peter Kriens&lt;/a&gt; at &lt;a href=&quot;/wiki/OSGiCon&quot; title=&quot;OSGiCon&quot;&gt;OSGiCon&lt;/a&gt; 2012 when we were trying to understand each others misunderstan...&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;[[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular systems]]. I hesitated to start reading it, but then I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show.&lt;/div&gt;</description>
			<pubDate>Thu, 27 Sep 2012 07:33:27 GMT</pubDate>			<dc:creator>JaroslavTulach</dc:creator>			<comments>http://wiki.apidesign.org/wiki/Talk:Thinking%2C_Fast_and_Slow</comments>		</item>
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