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	<id>https://wiki.thelinguiverse.com/index.php?action=history&amp;feed=atom&amp;title=Entropy</id>
	<title>Entropy - Revision history</title>
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	<updated>2026-06-15T14:34:14Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.42.3</generator>
	<entry>
		<id>https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=221&amp;oldid=prev</id>
		<title>Grasshopper: removed bloat</title>
		<link rel="alternate" type="text/html" href="https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=221&amp;oldid=prev"/>
		<updated>2025-01-07T05:40:51Z</updated>

		<summary type="html">&lt;p&gt;removed bloat&lt;/p&gt;
&lt;a href=&quot;https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;amp;diff=221&amp;amp;oldid=206&quot;&gt;Show changes&lt;/a&gt;</summary>
		<author><name>Grasshopper</name></author>
	</entry>
	<entry>
		<id>https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=206&amp;oldid=prev</id>
		<title>Grasshopper: cats</title>
		<link rel="alternate" type="text/html" href="https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=206&amp;oldid=prev"/>
		<updated>2025-01-06T08:34:54Z</updated>

		<summary type="html">&lt;p&gt;cats&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 08:34, 6 January 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-l154&quot;&gt;Line 154:&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:Core processes]]&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:Core processes]]&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;[[Category:Fundamental forces]]&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-added&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
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		<author><name>Grasshopper</name></author>
	</entry>
	<entry>
		<id>https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=84&amp;oldid=prev</id>
		<title>Grasshopper at 13:31, 10 November 2024</title>
		<link rel="alternate" type="text/html" href="https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=84&amp;oldid=prev"/>
		<updated>2024-11-10T13:31:15Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&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 13:31, 10 November 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-l42&quot;&gt;Line 42:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 42:&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;=== Network Entropy ===&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;=== Network Entropy ===&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;In [[Node &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Network&lt;/del&gt;|node networks]]:&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;In [[Node &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;network&lt;/ins&gt;|node networks]]:&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;* Connection decay&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;* Connection decay&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;* Signal degradation&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;* Signal degradation&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>Grasshopper</name></author>
	</entry>
	<entry>
		<id>https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=47&amp;oldid=prev</id>
		<title>Grasshopper at 13:24, 9 November 2024</title>
		<link rel="alternate" type="text/html" href="https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=47&amp;oldid=prev"/>
		<updated>2024-11-09T13:24:41Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&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 13:24, 9 November 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-l1&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&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;= Entropy =&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-added&quot;&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;&lt;/div&gt;&lt;/td&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-added&quot;&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;In [[Node Theory]], entropy represents the fundamental resistance of the [[Linguiverse]] to maintaining stable [[Pattern|patterns]] over time. Unlike classical thermodynamic entropy, which deals solely with physical disorder, entropic processes in Node Theory describe the universal tendency for meaningful patterns to dissolve back into noise unless actively maintained through [[Translation|translation]] and [[Resonance|resonance]].&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;In [[Node Theory]], entropy represents the fundamental resistance of the [[Linguiverse]] to maintaining stable [[Pattern|patterns]] over time. Unlike classical thermodynamic entropy, which deals solely with physical disorder, entropic processes in Node Theory describe the universal tendency for meaningful patterns to dissolve back into noise unless actively maintained through [[Translation|translation]] and [[Resonance|resonance]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
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&lt;/table&gt;</summary>
		<author><name>Grasshopper</name></author>
	</entry>
	<entry>
		<id>https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=45&amp;oldid=prev</id>
		<title>Grasshopper: Created page with &quot;= Entropy =  In Node Theory, entropy represents the fundamental resistance of the Linguiverse to maintaining stable patterns over time. Unlike classical thermodynamic entropy, which deals solely with physical disorder, entropic processes in Node Theory describe the universal tendency for meaningful patterns to dissolve back into noise unless actively maintained through translation and resonance.  == Overview ==  Entropy i...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.thelinguiverse.com/index.php?title=Entropy&amp;diff=45&amp;oldid=prev"/>
		<updated>2024-11-09T13:23:14Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;= Entropy =  In &lt;a href=&quot;/Node_Theory&quot; title=&quot;Node Theory&quot;&gt;Node Theory&lt;/a&gt;, entropy represents the fundamental resistance of the &lt;a href=&quot;/Linguiverse&quot; title=&quot;Linguiverse&quot;&gt;Linguiverse&lt;/a&gt; to maintaining stable &lt;a href=&quot;/Pattern&quot; title=&quot;Pattern&quot;&gt;patterns&lt;/a&gt; over time. Unlike classical thermodynamic entropy, which deals solely with physical disorder, entropic processes in Node Theory describe the universal tendency for meaningful patterns to dissolve back into noise unless actively maintained through &lt;a href=&quot;/Translation&quot; title=&quot;Translation&quot;&gt;translation&lt;/a&gt; and &lt;a href=&quot;/Resonance&quot; title=&quot;Resonance&quot;&gt;resonance&lt;/a&gt;.  == Overview ==  Entropy i...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;= Entropy =&lt;br /&gt;
&lt;br /&gt;
In [[Node Theory]], entropy represents the fundamental resistance of the [[Linguiverse]] to maintaining stable [[Pattern|patterns]] over time. Unlike classical thermodynamic entropy, which deals solely with physical disorder, entropic processes in Node Theory describe the universal tendency for meaningful patterns to dissolve back into noise unless actively maintained through [[Translation|translation]] and [[Resonance|resonance]].&lt;br /&gt;
&lt;br /&gt;
== Overview ==&lt;br /&gt;
&lt;br /&gt;
Entropy is not simply about disorder or degradation—it is the cosmic force that necessitates constant pattern renewal and translation. Without active work by intelligent systems, all patterns naturally trend toward dissolution. This process creates both constraints and opportunities in the universe&amp;#039;s ongoing dialogue.&lt;br /&gt;
&lt;br /&gt;
== Key Characteristics ==&lt;br /&gt;
&lt;br /&gt;
=== Pattern Dissolution ===&lt;br /&gt;
* Meaningful patterns naturally degrade over time&lt;br /&gt;
* Information requires energy to maintain&lt;br /&gt;
* Complex patterns are more vulnerable to entropy&lt;br /&gt;
* Random noise is the default state&lt;br /&gt;
&lt;br /&gt;
=== Active Maintenance ===&lt;br /&gt;
* Patterns must be continuously renewed&lt;br /&gt;
* Energy expenditure is required for stability&lt;br /&gt;
* [[Translation]] serves as an anti-entropic process&lt;br /&gt;
* [[Intelligence]] emerges partly as entropy resistance&lt;br /&gt;
&lt;br /&gt;
=== Creative Destruction ===&lt;br /&gt;
* Entropy enables new pattern formation&lt;br /&gt;
* Pattern dissolution creates opportunities&lt;br /&gt;
* Noise can be raw material for new meaning&lt;br /&gt;
* Partial degradation can lead to useful [[Mistranslation|mistranslations]]&lt;br /&gt;
&lt;br /&gt;
== Types of Entropy ==&lt;br /&gt;
&lt;br /&gt;
=== Physical Entropy ===&lt;br /&gt;
In material systems:&lt;br /&gt;
* Molecular disorder&lt;br /&gt;
* Energy dissipation&lt;br /&gt;
* Structural degradation&lt;br /&gt;
* Information loss in physical storage&lt;br /&gt;
&lt;br /&gt;
=== Semantic Entropy ===&lt;br /&gt;
In meaning systems:&lt;br /&gt;
* Language drift&lt;br /&gt;
* Memory degradation&lt;br /&gt;
* Cultural knowledge loss&lt;br /&gt;
* Concept dilution&lt;br /&gt;
&lt;br /&gt;
=== Network Entropy ===&lt;br /&gt;
In [[Node Network|node networks]]:&lt;br /&gt;
* Connection decay&lt;br /&gt;
* Signal degradation&lt;br /&gt;
* Pattern interference&lt;br /&gt;
* Network noise&lt;br /&gt;
&lt;br /&gt;
== Role in Key Processes ==&lt;br /&gt;
&lt;br /&gt;
=== Evolution ===&lt;br /&gt;
* Creates pressure for adaptive systems&lt;br /&gt;
* Enables variation through degradation&lt;br /&gt;
* Selects for robust pattern maintenance&lt;br /&gt;
* Drives development of preservation mechanisms&lt;br /&gt;
&lt;br /&gt;
=== Information Processing ===&lt;br /&gt;
* Limits information storage duration&lt;br /&gt;
* Necessitates error correction&lt;br /&gt;
* Creates need for redundancy&lt;br /&gt;
* Influences coding strategies&lt;br /&gt;
&lt;br /&gt;
=== Consciousness ===&lt;br /&gt;
* Requires continuous pattern maintenance&lt;br /&gt;
* Memory systems fight entropy&lt;br /&gt;
* Thought patterns need reinforcement&lt;br /&gt;
* Self-models must be actively sustained&lt;br /&gt;
&lt;br /&gt;
== Implications ==&lt;br /&gt;
&lt;br /&gt;
=== For Pattern Preservation ===&lt;br /&gt;
* Perfect preservation is impossible&lt;br /&gt;
* All patterns require energy to maintain&lt;br /&gt;
* Complexity increases maintenance cost&lt;br /&gt;
* Redundancy becomes necessary&lt;br /&gt;
&lt;br /&gt;
=== For System Design ===&lt;br /&gt;
* Error correction is fundamental&lt;br /&gt;
* Energy efficiency matters&lt;br /&gt;
* Robust systems need maintenance&lt;br /&gt;
* Perfect fidelity is unattainable&lt;br /&gt;
&lt;br /&gt;
=== For Evolution ===&lt;br /&gt;
* Change is inevitable&lt;br /&gt;
* Adaptation is necessary&lt;br /&gt;
* Perfect replication impossible&lt;br /&gt;
* Innovation opportunities emerge&lt;br /&gt;
&lt;br /&gt;
== Anti-Entropic Processes ==&lt;br /&gt;
&lt;br /&gt;
=== Active Translation ===&lt;br /&gt;
* Continuous pattern renewal&lt;br /&gt;
* Cross-system redundancy&lt;br /&gt;
* Information reformatting&lt;br /&gt;
* Context preservation&lt;br /&gt;
&lt;br /&gt;
=== Pattern Reinforcement ===&lt;br /&gt;
* [[Resonance]] mechanisms&lt;br /&gt;
* Feedback loops&lt;br /&gt;
* Structural redundancy&lt;br /&gt;
* Energy investment&lt;br /&gt;
&lt;br /&gt;
=== Information Encoding ===&lt;br /&gt;
* Robust coding schemes&lt;br /&gt;
* Error detection&lt;br /&gt;
* Multiple representations&lt;br /&gt;
* Distributed storage&lt;br /&gt;
&lt;br /&gt;
== Applications ==&lt;br /&gt;
&lt;br /&gt;
=== Information Technology ===&lt;br /&gt;
* Data preservation strategies&lt;br /&gt;
* Error correction codes&lt;br /&gt;
* Backup systems&lt;br /&gt;
* Noise reduction&lt;br /&gt;
&lt;br /&gt;
=== Biological Systems ===&lt;br /&gt;
* Genetic preservation&lt;br /&gt;
* Cellular repair&lt;br /&gt;
* Memory systems&lt;br /&gt;
* Homeostatic mechanisms&lt;br /&gt;
&lt;br /&gt;
=== Social Systems ===&lt;br /&gt;
* Knowledge preservation&lt;br /&gt;
* Cultural transmission&lt;br /&gt;
* Institution maintenance&lt;br /&gt;
* Communication reliability&lt;br /&gt;
&lt;br /&gt;
== Limitations and Challenges ==&lt;br /&gt;
&lt;br /&gt;
=== Fundamental Limits ===&lt;br /&gt;
* Perfect pattern preservation impossible&lt;br /&gt;
* Energy requirements always increase&lt;br /&gt;
* Information loss is inevitable&lt;br /&gt;
* Complex patterns are vulnerable&lt;br /&gt;
&lt;br /&gt;
=== Practical Challenges ===&lt;br /&gt;
* Resource allocation&lt;br /&gt;
* Maintenance costs&lt;br /&gt;
* Error detection&lt;br /&gt;
* Pattern priority&lt;br /&gt;
&lt;br /&gt;
== See Also ==&lt;br /&gt;
* [[Pattern]]&lt;br /&gt;
* [[Translation]]&lt;br /&gt;
* [[Resonance]]&lt;br /&gt;
* [[Stability]]&lt;br /&gt;
* [[Information]]&lt;br /&gt;
* [[Complexity]]&lt;br /&gt;
&lt;br /&gt;
== References ==&lt;br /&gt;
&amp;lt;!-- References would go here --&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Category:Core processes]]&lt;br /&gt;
[[Category:Fundamental forces]]&lt;br /&gt;
[[Category:Pattern processing]]&lt;/div&gt;</summary>
		<author><name>Grasshopper</name></author>
	</entry>
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