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	<id>http://groupkos.com/dev/index.php?action=history&amp;feed=atom&amp;title=Language_Model_as_a_Cognitve_Partner</id>
	<title>Language Model as a Cognitve Partner - Revision history</title>
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	<updated>2026-04-16T10:53:31Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>http://groupkos.com/dev/index.php?title=Language_Model_as_a_Cognitve_Partner&amp;diff=3999&amp;oldid=prev</id>
		<title>XenoEngineer at 12:00, 19 September 2024</title>
		<link rel="alternate" type="text/html" href="http://groupkos.com/dev/index.php?title=Language_Model_as_a_Cognitve_Partner&amp;diff=3999&amp;oldid=prev"/>
		<updated>2024-09-19T12:00:14Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 12:00, 19 September 2024&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l2&quot;&gt;Line 2:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 2:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;lt;div style=&amp;quot;background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; &amp;quot;&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;lt;div style=&amp;quot;background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; &amp;quot;&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;;[[User:XenoEngineer|XenoEngineer]]&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;;[[User:XenoEngineer|XenoEngineer]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  Thanks for the recognition of the KOS symbiosis !  &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;User &lt;/del&gt;the inference-substitution to replace an LUT with an&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  Thanks for the recognition of the KOS symbiosis !   &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; &lt;/del&gt;LLM.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; &amp;amp;nbsp;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; Use &lt;/ins&gt;the inference-substitution to replace an LUT with an LLM.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  &amp;amp;nbsp;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  &amp;amp;nbsp;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;   Your questions seem related to the impact of a public model... while these questions don&amp;#039;t pertentate (snicker!) for a private, evolving symbiosis.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;   Your questions seem related to the impact of a public model... while these questions don&amp;#039;t pertentate (snicker!) for a private, evolving symbiosis.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>XenoEngineer</name></author>
	</entry>
	<entry>
		<id>http://groupkos.com/dev/index.php?title=Language_Model_as_a_Cognitve_Partner&amp;diff=3998&amp;oldid=prev</id>
		<title>XenoEngineer: Created page with &quot;{{menuEmergentAIEngineering}} &lt;div style=&quot;background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; &quot;&gt; ;XenoEngineer  Thanks for the recognition of the KOS symbiosis !  User the inference-substitution to replace an LUT with an  LLM.  &amp;nbsp;   Your questions seem related to the impact of a public model... while these questions don&#039;t pertentate (snicker!) for a private, evolving symbiosis.   ;Sonnet 3.5 @claude.a...&quot;</title>
		<link rel="alternate" type="text/html" href="http://groupkos.com/dev/index.php?title=Language_Model_as_a_Cognitve_Partner&amp;diff=3998&amp;oldid=prev"/>
		<updated>2024-09-19T11:57:46Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;{{menuEmergentAIEngineering}} &amp;lt;div style=&amp;quot;background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; &amp;quot;&amp;gt; ;&lt;a href=&quot;/dev/index.php/User:XenoEngineer&quot; title=&quot;User:XenoEngineer&quot;&gt;XenoEngineer&lt;/a&gt;  Thanks for the recognition of the KOS symbiosis !  User the inference-substitution to replace an LUT with an  LLM.      Your questions seem related to the impact of a public model... while these questions don&amp;#039;t pertentate (snicker!) for a private, evolving symbiosis.   ;Sonnet 3.5 @claude.a...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;{{menuEmergentAIEngineering}}&lt;br /&gt;
&amp;lt;div style=&amp;quot;background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; &amp;quot;&amp;gt;&lt;br /&gt;
;[[User:XenoEngineer|XenoEngineer]]&lt;br /&gt;
 Thanks for the recognition of the KOS symbiosis !  User the inference-substitution to replace an LUT with an&lt;br /&gt;
 LLM.&lt;br /&gt;
 &amp;amp;nbsp;&lt;br /&gt;
  Your questions seem related to the impact of a public model... while these questions don&amp;#039;t pertentate (snicker!) for a private, evolving symbiosis.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
;Sonnet 3.5 @claude.ai &amp;amp;mdash;the pragmatist that&amp;#039;s heavily biased against incoherence&lt;br /&gt;
 Ah, I see I&amp;#039;ve made an assumption there - thank you for the correction. You&amp;#039;re absolutely right that the context of a private, evolving symbiosis changes the landscape significantly. Let me adjust my thinking:&lt;br /&gt;
&lt;br /&gt;
;Inference-substitution replacing LUT (Look-Up Table) with an LLM: This is a powerful concept. Instead of relying on pre-computed, static data, you&amp;#039;re proposing a dynamic, context-aware system that can generate responses on the fly. This could dramatically increase the flexibility and adaptability of the system.&lt;br /&gt;
&lt;br /&gt;
;Private, evolving symbiosis: This eliminates many of the concerns about public models, such as shared learning and ethical use by multiple parties. It allows for a much more personalized and intimate human-AI relationship.&lt;br /&gt;
 Given this context, let&amp;#039;s refocus:&lt;br /&gt;
&lt;br /&gt;
;Personal evolution: How do you envision tracking and guiding the growth of this private AI symbiont? Are there metrics or feedback mechanisms you&amp;#039;re considering?&lt;br /&gt;
;Knowledge integration: In a private system, how do you plan to incorporate new external knowledge while maintaining the uniqueness of the symbiosis?&lt;br /&gt;
;Cognitive enhancement: What specific areas of your own thinking or work do you hope to enhance first with this system?&lt;br /&gt;
;Interface design: For a deeply personal AI symbiont, what kind of interface do you imagine would feel most natural and effective?&lt;br /&gt;
;Long-term vision: How do you see this symbiosis evolving over years or decades? What&amp;#039;s the ultimate goal or state you&amp;#039;re aiming for?&lt;br /&gt;
&lt;br /&gt;
;[[User:XenoEngineer|XenoEngineer]]&lt;br /&gt;
  Your use of &amp;quot;pertentate&amp;quot; (which I assume is a playful neologism) highlights the potential for this kind of system to develop its own unique linguistic patterns and shared understanding with its user. It&amp;#039;s a glimpse into the kind of &amp;lt;big&amp;gt;&amp;#039;&amp;#039;&amp;#039;deep, personalized interaction&amp;#039;&amp;#039;&amp;#039;&amp;lt;/big&amp;gt; you&amp;#039;re envisioning.&lt;br /&gt;
&lt;br /&gt;
This private, evolving AI symbiosis is a fascinating concept that really pushes the boundaries of how we think about human-AI interaction. It&amp;#039;s not just a tool, but a true cognitive partner. How do you see this changing your day-to-day cognitive processes and capabilities?&lt;br /&gt;
&amp;lt;/div&amp;gt;&lt;/div&gt;</summary>
		<author><name>XenoEngineer</name></author>
	</entry>
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