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	<id>https://wiki.iterativechaos.com/index.php?action=history&amp;feed=atom&amp;title=Academic_Versus_LLM</id>
	<title>Academic Versus LLM - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://wiki.iterativechaos.com/index.php?action=history&amp;feed=atom&amp;title=Academic_Versus_LLM"/>
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	<updated>2026-07-02T18:28:58Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=88&amp;oldid=prev</id>
		<title>RobertBushman at 19:14, 17 September 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=88&amp;oldid=prev"/>
		<updated>2025-09-17T19:14:58Z</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 19:14, 17 September 2025&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with references if desired, but lacking substantial processing in between.&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with references if desired, but lacking substantial processing in between.&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;br&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;br&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;Imagine asking such a person, or LLM; &quot;Is this study&#039;s method and conclusion valid?&quot; They might reply by saying, &quot;It&#039;s from Harvard Medical School,&quot; or, &quot;Here are six &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;other &lt;/del&gt;studies that reached similar conclusions.&quot;&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;Imagine asking such a person, or LLM; &quot;Is this study&#039;s method and conclusion valid?&quot; They might reply by saying, &quot;It&#039;s from Harvard Medical School,&quot; or, &quot;Here are six &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;similar &lt;/ins&gt;studies that reached similar conclusions.&quot;&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;br&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;br&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>RobertBushman</name></author>
	</entry>
	<entry>
		<id>https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=87&amp;oldid=prev</id>
		<title>RobertBushman at 19:14, 17 September 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=87&amp;oldid=prev"/>
		<updated>2025-09-17T19:14:31Z</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 19:14, 17 September 2025&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with references if desired, but lacking substantial processing in between.&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with references if desired, but lacking substantial processing in between.&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;br&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;br&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;Imagine asking such a person, or LLM&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;, &lt;/del&gt;&quot;Is this study&#039;s method and conclusion valid?&quot; They might reply by saying, &quot;It&#039;s from Harvard Medical School,&quot; or, &quot;Here are six other studies that reached similar conclusions.&quot;&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;Imagine asking such a person, or LLM&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;; &lt;/ins&gt;&quot;Is this study&#039;s method and conclusion valid?&quot; They might reply by saying, &quot;It&#039;s from Harvard Medical School,&quot; or, &quot;Here are six other studies that reached similar conclusions.&quot;&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;br&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;br&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>RobertBushman</name></author>
	</entry>
	<entry>
		<id>https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=86&amp;oldid=prev</id>
		<title>RobertBushman at 19:14, 17 September 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=86&amp;oldid=prev"/>
		<updated>2025-09-17T19:14:12Z</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 19:14, 17 September 2025&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-l1&quot;&gt;Line 1:&lt;/td&gt;
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&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;[[Category:Stories]]&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;[[Category:Stories]]&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;reference &lt;/del&gt;if desired, but lacking substantial processing in between.&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;A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;references &lt;/ins&gt;if desired, but lacking substantial processing in between.&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;br&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;br&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;Imagine asking such a person, or LLM, &amp;quot;Is this study&amp;#039;s method and conclusion valid?&amp;quot; They might reply by saying, &amp;quot;It&amp;#039;s from Harvard Medical School,&amp;quot; or, &amp;quot;Here are six other studies that reached similar conclusions.&amp;quot;&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;Imagine asking such a person, or LLM, &amp;quot;Is this study&amp;#039;s method and conclusion valid?&amp;quot; They might reply by saying, &amp;quot;It&amp;#039;s from Harvard Medical School,&amp;quot; or, &amp;quot;Here are six other studies that reached similar conclusions.&amp;quot;&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;br&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;br&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&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;It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>RobertBushman</name></author>
	</entry>
	<entry>
		<id>https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=85&amp;oldid=prev</id>
		<title>RobertBushman: Created page with &quot;Category:Stories A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with reference if desired, but lacking substantial processing in between.  Imagine asking such a person, or LLM, &quot;Is this study&#039;s method and conclusion valid?&quot; They might reply by saying, &quot;It&#039;s from Harvard Medical School,&quot; or, &quot;Here are six other studies that reached similar conclusions.&quot;  It...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.iterativechaos.com/index.php?title=Academic_Versus_LLM&amp;diff=85&amp;oldid=prev"/>
		<updated>2025-09-17T19:13:48Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;&lt;a href=&quot;/index.php/Category:Stories&quot; title=&quot;Category:Stories&quot;&gt;Category:Stories&lt;/a&gt; A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with reference if desired, but lacking substantial processing in between.  Imagine asking such a person, or LLM, &amp;quot;Is this study&amp;#039;s method and conclusion valid?&amp;quot; They might reply by saying, &amp;quot;It&amp;#039;s from Harvard Medical School,&amp;quot; or, &amp;quot;Here are six other studies that reached similar conclusions.&amp;quot;  It...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;[[Category:Stories]]&lt;br /&gt;
A pure academic would make an excellent LLM: Consuming great volumes of knowledge and calling them forth in response to the right prompt, combined and restated with reference if desired, but lacking substantial processing in between.&lt;br /&gt;
&lt;br /&gt;
Imagine asking such a person, or LLM, &amp;quot;Is this study&amp;#039;s method and conclusion valid?&amp;quot; They might reply by saying, &amp;quot;It&amp;#039;s from Harvard Medical School,&amp;quot; or, &amp;quot;Here are six other studies that reached similar conclusions.&amp;quot;&lt;br /&gt;
&lt;br /&gt;
It is a valuable and important function in society. It is different from creating new knowledge, but it is quite valuable.&lt;/div&gt;</summary>
		<author><name>RobertBushman</name></author>
	</entry>
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