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	<id>https://wiki.opensourceecology.org/index.php?action=history&amp;feed=atom&amp;title=Truth-Discernmemt_Canon</id>
	<title>Truth-Discernmemt Canon - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://wiki.opensourceecology.org/index.php?action=history&amp;feed=atom&amp;title=Truth-Discernmemt_Canon"/>
	<link rel="alternate" type="text/html" href="https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;action=history"/>
	<updated>2026-05-03T19:42:56Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.39.13</generator>
	<entry>
		<id>https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323860&amp;oldid=prev</id>
		<title>Marcin at 16:21, 3 May 2026</title>
		<link rel="alternate" type="text/html" href="https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323860&amp;oldid=prev"/>
		<updated>2026-05-03T16:21:15Z</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 16:21, 3 May 2026&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;&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;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =&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;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =&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;Informed by work of [[Ian McGilchrist]]&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;Informed by work of [[Ian McGilchrist]]&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;. [[Wisdom]] comes from feedback on execution.&lt;/ins&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;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;* &amp;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it&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;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Marcin</name></author>
	</entry>
	<entry>
		<id>https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323859&amp;oldid=prev</id>
		<title>Marcin at 16:18, 3 May 2026</title>
		<link rel="alternate" type="text/html" href="https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323859&amp;oldid=prev"/>
		<updated>2026-05-03T16:18:54Z</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 16:18, 3 May 2026&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-l40&quot;&gt;Line 40:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 40:&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;* &amp;#039;&amp;#039;&amp;#039;Principle 10: Error as Data&amp;#039;&amp;#039;&amp;#039; – Mistakes are primary inputs for learning&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;#039;&amp;#039;&amp;#039;Principle 10: Error as Data&amp;#039;&amp;#039;&amp;#039; – Mistakes are primary inputs for learning&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;** Practice: Conduct regular failure reviews without blame&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;** Practice: Conduct regular failure reviews without blame&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;. Document process of failure and it&amp;#039;s correction to extract learnings.&lt;/ins&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;** Exercise: Document top 3 errors per week and resulting design changes&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;** Exercise: Document top 3 errors per week and resulting design changes&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;/table&gt;</summary>
		<author><name>Marcin</name></author>
	</entry>
	<entry>
		<id>https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323858&amp;oldid=prev</id>
		<title>Marcin at 16:16, 3 May 2026</title>
		<link rel="alternate" type="text/html" href="https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323858&amp;oldid=prev"/>
		<updated>2026-05-03T16:16:12Z</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 16:16, 3 May 2026&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;&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;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =&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;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =&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;&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;Informed by work of [[Ian McGilchrist]]&lt;/ins&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;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;* &amp;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it&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;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Marcin</name></author>
	</entry>
	<entry>
		<id>https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323857&amp;oldid=prev</id>
		<title>Marcin: Created page with &quot;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =  * &#039;&#039;&#039;Principle 1: Reality First&#039;&#039;&#039; – Physical reality is the final authority; all models must be tested against it ** Practice: For every build, define measurable outputs (e.g., power, flow, strength) and verify with instruments ** Exercise: Compare predicted vs measured performance and document deviation  * &#039;&#039;&#039;Principle 2: Build–Predict–Test–Update Loop&#039;&#039;&#039; – Knowledge comes from itera...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.opensourceecology.org/index.php?title=Truth-Discernmemt_Canon&amp;diff=323857&amp;oldid=prev"/>
		<updated>2026-05-03T16:15:32Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =  * &amp;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it ** Practice: For every build, define measurable outputs (e.g., power, flow, strength) and verify with instruments ** Exercise: Compare predicted vs measured performance and document deviation  * &amp;#039;&amp;#039;&amp;#039;Principle 2: Build–Predict–Test–Update Loop&amp;#039;&amp;#039;&amp;#039; – Knowledge comes from itera...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;= Truth Discernment Canon (Future Builders Academy, McGilchrist-Informed) =&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 1: Reality First&amp;#039;&amp;#039;&amp;#039; – Physical reality is the final authority; all models must be tested against it&lt;br /&gt;
** Practice: For every build, define measurable outputs (e.g., power, flow, strength) and verify with instruments&lt;br /&gt;
** Exercise: Compare predicted vs measured performance and document deviation&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 2: Build–Predict–Test–Update Loop&amp;#039;&amp;#039;&amp;#039; – Knowledge comes from iterative interaction with reality&lt;br /&gt;
** Practice: Require predictions before any build or modification&lt;br /&gt;
** Exercise: Maintain a prediction log and update models after testing&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 3: Context Before Conclusion&amp;#039;&amp;#039;&amp;#039; – Understanding requires defining the system context&lt;br /&gt;
** Practice: Before analysis, specify system boundaries, inputs, outputs, and constraints&lt;br /&gt;
** Exercise: Draw system diagrams for each project and revise after testing&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 4: Observation vs Inference vs Assumption&amp;#039;&amp;#039;&amp;#039; – Separate what is seen from what is interpreted&lt;br /&gt;
** Practice: Tag all statements in design reviews as observation, inference, or assumption&lt;br /&gt;
** Exercise: Audit past decisions and identify where assumptions were mistaken for facts&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 5: Model ≠ Reality&amp;#039;&amp;#039;&amp;#039; – Representations are approximations, not truth&lt;br /&gt;
** Practice: Validate all models with real-world data&lt;br /&gt;
** Exercise: Identify where a model fails under edge conditions&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 6: Feedback Calibration&amp;#039;&amp;#039;&amp;#039; – Accuracy improves through error measurement&lt;br /&gt;
** Practice: Track prediction error over time for key parameters&lt;br /&gt;
** Exercise: Calculate percent error and refine models to reduce it&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 7: Multi-Perspective Integration&amp;#039;&amp;#039;&amp;#039; – Truth emerges from combining viewpoints&lt;br /&gt;
** Practice: Analyze systems from mechanical, economic, and user perspectives&lt;br /&gt;
** Exercise: Reframe the same system in at least three domains and compare insights&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 8: Translation Test&amp;#039;&amp;#039;&amp;#039; – True understanding survives multiple representations&lt;br /&gt;
** Practice: Require explanation of systems in words, diagrams, equations, and physical demos&lt;br /&gt;
** Exercise: Peer-teach a concept using all four forms&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 9: Disconfirmability&amp;#039;&amp;#039;&amp;#039; – Truth must be testable and falsifiable&lt;br /&gt;
** Practice: Define what evidence would prove a design or claim wrong&lt;br /&gt;
** Exercise: Design and run a failure test for each system&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 10: Error as Data&amp;#039;&amp;#039;&amp;#039; – Mistakes are primary inputs for learning&lt;br /&gt;
** Practice: Conduct regular failure reviews without blame&lt;br /&gt;
** Exercise: Document top 3 errors per week and resulting design changes&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 11: Abstraction Discipline&amp;#039;&amp;#039;&amp;#039; – Use abstraction only when validated&lt;br /&gt;
** Practice: Tie every abstraction to measurable reality&lt;br /&gt;
** Exercise: Identify where abstraction hides critical variables&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 12: Reality Audits&amp;#039;&amp;#039;&amp;#039; – Prevent drift into narrative&lt;br /&gt;
** Practice: Weekly review of assumptions vs outcomes&lt;br /&gt;
** Exercise: List “what we thought” vs “what actually happened”&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 13: Adversarial Collaboration&amp;#039;&amp;#039;&amp;#039; – Opposing views refine truth&lt;br /&gt;
** Practice: Assign teams to argue different hypotheses&lt;br /&gt;
** Exercise: Resolve disagreement through experiment, not debate&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 14: Embodied Knowing&amp;#039;&amp;#039;&amp;#039; – Understanding requires direct interaction&lt;br /&gt;
** Practice: Rotate roles so all participants engage physically with systems&lt;br /&gt;
** Exercise: Hands-on replication of a system before theoretical discussion&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 15: Attention Training&amp;#039;&amp;#039;&amp;#039; – Quality of perception determines quality of knowing&lt;br /&gt;
** Practice: Begin sessions with short observation drills (e.g., detailed inspection of a component)&lt;br /&gt;
** Exercise: Describe a system without using labels, only direct observation&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 16: AI as Assistant, Not Authority&amp;#039;&amp;#039;&amp;#039; – External models must be verified&lt;br /&gt;
** Practice: Use AI for hypothesis generation only&lt;br /&gt;
** Exercise: Test at least one AI-generated idea in reality&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 17: Epistemic Integrity&amp;#039;&amp;#039;&amp;#039; – Updating beliefs is a strength&lt;br /&gt;
** Practice: Publicly revise models when new data contradicts them&lt;br /&gt;
** Exercise: Track instances where you changed your mind and why&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Principle 18: Production as Epistemology&amp;#039;&amp;#039;&amp;#039; – Building is a method of knowing&lt;br /&gt;
** Practice: Treat every build as an experiment&lt;br /&gt;
** Exercise: Document what was learned about reality from each project&lt;br /&gt;
&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Bottom Line&amp;#039;&amp;#039;&amp;#039; – Mastery of truth discernment comes from continuous, disciplined interaction with reality through building, testing, and integrating multiple perspectives&lt;/div&gt;</summary>
		<author><name>Marcin</name></author>
	</entry>
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