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AI Dev tweaks across the board
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‎docs/AIDev/aiIntro.htm‎

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<div id="pxlPagesContentBlock" class="pxlPagesContentBlockStyle gpcpVisibleStyle heightFader">
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<div id="pxlPagesContentParent" class="pxlPagesContentParentStyle"><div class="gpcpVisibleStyle procPagesContentStyle procPagesPlacementTripleStyle aiDevPageStyle pagesFader pagesVisOn"><div class="procPagesInnerBeforeBase procPagesInnerBefore"></div><div class="procPagesInnerStyle procPagesParentStyle aiDevPageParentStyle procPagesLayoutTripleStyle" id="pxlPage_AIDev"><div class="procPageHeader procPagesHeaderStyle">AI Development</div><div class="procPagesHeaderLine aiDevPage-headerLine"></div><nav role="navigation" aria-label="Page sections" class="procPageSectionList aiDevPage-sectionNavListStyle"><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle procPagesNavActive aiDevPage-sectionNavButtonActiveStyle" role="button" tabindex="0" aria-label="Navigate to My Introduction section">My Introduction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GAT &amp; Language section">GAT &amp; Language</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESN &amp; Motion Prediction section">ESN &amp; Motion Prediction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESRGAN Upresser section">ESRGAN Upresser</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GNN Exploration section">GNN Exploration</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to Notes &amp; Research section">Notes &amp; Research</div></nav><section class="procPageMediaView aiDevPageScrollbarStyle" role="region" aria-label="Media gallery for AIDev page sections" aria-describedby="Dynamic media content that changes based on selected section" style="align-content: center; height: auto;"><div class="procPagesMediaListStyle procPagesSectionActive pagesVisOn"><iframe src="https://www.youtube-nocookie.com/embed/XJu-UJrI6yk" title="Useful AI for Visual Graphics" frameborder="0" allow="encrypted-media; picture-in-picture" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen="true" class="procPagesMediaStyle procPagesLimitWidthStyle"></iframe></div></section><section class="procPageContentView aiDevPageScrollbarStyle" role="main" aria-label="Primary content area for AIDev page" aria-describedby="Main content that updates dynamically based on selected section navigation"><div class="procPageSectionContentStyle procPagesSectionActive pagesVisOn" id="0"><div class="procPagesInnerContentStyle procPagesSectionActive pagesVisOn">
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<div id="pxlPagesContentParent" class="pxlPagesContentParentStyle"><div class="gpcpVisibleStyle procPagesContentStyle procPagesPlacementTripleStyle aiDevPageStyle pagesFader pagesVisOn"><div class="procPagesInnerBeforeBase procPagesInnerBefore"></div><div class="procPagesInnerStyle procPagesParentStyle aiDevPageParentStyle procPagesLayoutTripleStyle" id="pxlPage_AIDev"><div class="procPageHeader procPagesHeaderStyle">AI Development</div><div class="procPagesHeaderLine aiDevPage-headerLine"></div><nav role="navigation" aria-label="Page sections" class="procPageSectionList aiDevPage-sectionNavListStyle"><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle procPagesNavActive aiDevPage-sectionNavButtonActiveStyle" role="button" tabindex="0" aria-label="Navigate to My Introduction section">My Introduction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GAT &amp; Language section">GAT &amp; Language</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESN Motion Prediction section">ESN Motion Prediction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESRGAN Upresser section">ESRGAN Upresser</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GNN Exploration section">GNN Exploration</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to Notes &amp; Research section">Notes &amp; Research</div></nav><section class="procPageMediaView aiDevPageScrollbarStyle" role="region" aria-label="Media gallery for AIDev page sections" aria-describedby="Dynamic media content that changes based on selected section" style="align-content: center; height: auto;"><div class="procPagesMediaListStyle procPagesSectionActive pagesVisOn"><iframe src="https://www.youtube-nocookie.com/embed/XJu-UJrI6yk" title="Useful AI for Visual Graphics" frameborder="0" allow="encrypted-media; picture-in-picture" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen="true" class="procPagesMediaStyle procPagesLimitWidthStyle"></iframe></div></section><section class="procPageContentView aiDevPageScrollbarStyle" role="main" aria-label="Primary content area for AIDev page" aria-describedby="Main content that updates dynamically based on selected section navigation"><div class="procPageSectionContentStyle procPagesSectionActive pagesVisOn" id="0"><div class="procPagesInnerContentStyle procPagesSectionActive pagesVisOn">
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<div class="textSpacer"></div>
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<div class="procPagesAboutMe-infoStyle">
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<br>I started my dive into AI in 2008 writing a Boid / Crowd system for my thesis while in art college, School of Visual Arts.

‎docs/AIDev/aiNotes.htm‎

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<div id="pxlPagesContentParent" class="pxlPagesContentParentStyle"><div class="gpcpVisibleStyle procPagesContentStyle procPagesPlacementTripleStyle aiDevPageStyle pagesFader pagesVisOn"><div class="procPagesInnerBeforeBase procPagesInnerBefore"></div><div class="procPagesInnerStyle procPagesParentStyle aiDevPageParentStyle procPagesLayoutTripleStyle procPageNoMediaStyle" id="pxlPage_AIDev"><div class="procPageHeader procPagesHeaderStyle">AI Development</div><div class="procPagesHeaderLine aiDevPage-headerLine"></div><nav role="navigation" aria-label="Page sections" class="procPageSectionList aiDevPage-sectionNavListStyle"><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to My Introduction section">My Introduction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GAT &amp; Language section">GAT &amp; Language</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESN &amp; Motion Prediction section">ESN &amp; Motion Prediction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESRGAN Upresser section">ESRGAN Upresser</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GNN Exploration section">GNN Exploration</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle procPagesNavActive aiDevPage-sectionNavButtonActiveStyle" role="button" tabindex="0" aria-label="Navigate to Notes &amp; Research section">Notes &amp; Research</div></nav><section class="procPageMediaView aiDevPageScrollbarStyle" role="region" aria-label="Media gallery for AIDev page sections" aria-describedby="Dynamic media content that changes based on selected section" style="display: none;"><div class="procPagesMediaListStyle pagesVisOff"><iframe src="https://www.youtube-nocookie.com/embed/XJu-UJrI6yk" title="Useful AI for Visual Graphics" frameborder="0" allow="encrypted-media; picture-in-picture" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen="true" class="procPagesMediaStyle procPagesLimitWidthStyle"></iframe></div></section><section class="procPageContentView aiDevPageScrollbarStyle" role="main" aria-label="Primary content area for AIDev page" aria-describedby="Main content that updates dynamically based on selected section navigation"><div class="procPageSectionContentStyle pagesVisOff" id="0"><div class="procPagesInnerContentStyle pagesVisOff">
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<div id="pxlPagesContentParent" class="pxlPagesContentParentStyle"><div class="gpcpVisibleStyle procPagesContentStyle procPagesPlacementTripleStyle aiDevPageStyle pagesFader pagesVisOn"><div class="procPagesInnerBeforeBase procPagesInnerBefore"></div><div class="procPagesInnerStyle procPagesParentStyle aiDevPageParentStyle procPagesLayoutTripleStyle procPageNoMediaStyle" id="pxlPage_AIDev"><div class="procPageHeader procPagesHeaderStyle">AI Development</div><div class="procPagesHeaderLine aiDevPage-headerLine"></div><nav role="navigation" aria-label="Page sections" class="procPageSectionList aiDevPage-sectionNavListStyle"><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to My Introduction section">My Introduction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GAT &amp; Language section">GAT &amp; Language</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESN Motion Prediction section">ESN Motion Prediction</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to ESRGAN Upresser section">ESRGAN Upresser</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle" role="button" tabindex="0" aria-label="Navigate to GNN Exploration section">GNN Exploration</div><div class="procPagesNavSectionStyle procPagesButtonStyle procPagesSectionNavColor aiDevPage-sectionNavButtonStyle procPagesNavActive aiDevPage-sectionNavButtonActiveStyle" role="button" tabindex="0" aria-label="Navigate to Notes &amp; Research section">Notes &amp; Research</div></nav><section class="procPageMediaView aiDevPageScrollbarStyle" role="region" aria-label="Media gallery for AIDev page sections" aria-describedby="Dynamic media content that changes based on selected section" style="display: none;"><div class="procPagesMediaListStyle pagesVisOff"><iframe src="https://www.youtube-nocookie.com/embed/XJu-UJrI6yk" title="Useful AI for Visual Graphics" frameborder="0" allow="encrypted-media; picture-in-picture" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen="true" class="procPagesMediaStyle procPagesLimitWidthStyle"></iframe></div></section><section class="procPageContentView aiDevPageScrollbarStyle" role="main" aria-label="Primary content area for AIDev page" aria-describedby="Main content that updates dynamically based on selected section navigation"><div class="procPageSectionContentStyle pagesVisOff" id="0"><div class="procPagesInnerContentStyle pagesVisOff">
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<div class="textSpacer"></div>
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<div class="procPagesAboutMe-infoStyle">
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<br>I started my dive into AI in 2008 writing a Boid / Crowd system for my thesis while in art college, School of Visual Arts.
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<div class="textSpacer"></div>
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I made a whole 'blog' system for this... yet here we are....
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<br>&nbsp;&nbsp; ( nudge, nudge )
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<br><br>Adversarial networks exist in nature to guide a 'single' thought's path.
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<br>&nbsp;&nbsp; Yet in the case of Group Think between humans,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Balance is never reached.
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<div class="textFullRight">- August_A 2025</div>
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<div class="textFullRight">- August 1st 2025</div>
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<br>I've been looking into neural bundles in the brain. There is an implicit "delay" in the flow of information.
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<br>I've been looking into neural bundles in the brain. There is an implicit "delay" in the flow of information that I'm interested in.
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<br>&nbsp;&nbsp; As signals move between neurons, some connections take a longer path than others to get to the same destination.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; For as much as I interpreted it.
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<br>
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<br>There is 6 main layers of neurons in the cerebral cortex,
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<br>&nbsp;&nbsp; Of these, the 4th seems to allow for delays in processing.
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<br>&nbsp;&nbsp; The 5th layer then introduces a dense layer of pathways for the signals to travel through.
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<br>&nbsp;&nbsp; This is where I think another form of delay is introduced.
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<br>
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<br>I was comparing Mice and Wallaby brains,
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<br>&nbsp;&nbsp; While Mice are likely more intelligent,
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<br>&nbsp;&nbsp; Wallabies have more connections with denser pathways, it seems.
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<br>&nbsp;&nbsp;&nbsp;&nbsp;
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<br>
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<br>Wallabies have more glial cells within slices of the brain compared to Mice.
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<br>&nbsp;&nbsp; But mice had more neurons in the same slices.
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<br>
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<br>I'd like to believe, this doesn't mean there is a "better" brain here.
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<br>&nbsp;&nbsp; But rather, different types of brains that are suited for different tasks.
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<br>
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<br>Wallabies are known to be social animals when food is plentiful,
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<br>&nbsp;&nbsp; Yet solitary when food is scarce.
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<br>Mice are known to be social animals,
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<br>&nbsp;&nbsp; And have shown empathy towards other mice in distress,
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<br>&nbsp;&nbsp; And share food with other mice when they are in need.
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<br>
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<br>Why do I bring this up?
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<br>&nbsp;&nbsp; I believe there is similar deductive reasoning, just at a different scale.
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<br>Both Wallabies and Mice are making a choice based on the environment and situation,
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<br>&nbsp;&nbsp; While considering the well-being of others, just in different ways.
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<br>&nbsp;&nbsp;
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<br>
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<br>The delay in neural firing could be a factor in this.
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<br>&nbsp;&nbsp; So I'd like to explore this in my own AI.
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<br>
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<br>We all know size of the brain can determine intelligence,
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<br>&nbsp;&nbsp; But so does the structure of the brain.
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<div class="textFullRight">- August 2nd 2025</div>
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<br>
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<br>
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</div>

‎docs/AIDev/aiNotes.htm.md‎

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# Notes & Research
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I made a whole 'blog' system for this... yet here we are....
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( nudge, nudge )
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If you couldn't tell, I'm training my AIs on my own works.
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Yet in the case of Group Think between humans,
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Balance is never reached.
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- August_A 2025
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- August 1st 2025
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I've been looking into neural bundles in the brain. There is an implicit "delay" in the flow of information.
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I've been looking into neural bundles in the brain. There is an implicit "delay" in the flow of information that I'm interested in.
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As signals move between neurons, some connections take a longer path than others to get to the same destination.
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For as much as I interpreted it.
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For as much as I interpreted it.
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There is 6 main layers of neurons in the cerebral cortex,
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Of these, the 4th seems to allow for delays in processing.
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The 5th layer then introduces a dense layer of pathways for the signals to travel through.
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This is where I think another form of delay is introduced.
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I was comparing Mice and Wallaby brains,
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While Mice are likely more intelligent,
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Wallabies have more connections with denser pathways, it seems.
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Wallabies have more glial cells within slices of the brain compared to Mice.
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But mice had more neurons in the same slices.
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I'd like to believe, this doesn't mean there is a "better" brain here.
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But rather, different types of brains that are suited for different tasks.
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Wallabies are known to be social animals when food is plentiful,
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Yet solitary when food is scarce.
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Mice are known to be social animals,
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And have shown empathy towards other mice in distress,
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And share food with other mice when they are in need.
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Why do I bring this up?
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I believe there is similar deductive reasoning, just at a different scale.
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Both Wallabies and Mice are making a choice based on the environment and situation,
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While considering the well-being of others, just in different ways.
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The delay in neural firing could be a factor in this.
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So I'd like to explore this in my own AI.
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We all know size of the brain can determine intelligence,
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But so does the structure of the brain.
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- August 2nd 2025

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