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		<title>Graph-Based Reasoning on AIBussin — AI applications, systems and books</title>
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				<title>The Eye That Sees</title>
				<link>https://aibussin.com/post/eye/</link>
				<pubDate>Fri, 17 Apr 2026 14:27:45 +0100</pubDate>
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				<description>&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;em&gt;Using AI to Decode Symbols Without Assuming Meaning&lt;/em&gt;&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;h2 id=&#34;executive-summary-from-symbol-to-system&#34;&gt;&lt;strong&gt;Executive Summary: From Symbol to System&lt;/strong&gt;&lt;/h2&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;em&gt;We set out to understand a single image. We ended up building a system that can understand structure itself.&lt;/em&gt;&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;p&gt;We started with a constraint:&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;strong&gt;Assume we do not understand the symbol.&lt;/strong&gt;&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;p&gt;No prior knowledge. No accepted interpretations.&lt;/p&gt;&#xA;&lt;p&gt;Just an image: an eye, a triangle, rays, an unfinished pyramid.&lt;/p&gt;&#xA;&lt;p&gt;From that starting point, we:&lt;/p&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;decomposed the symbol into observable parts&lt;/li&gt;&#xA;&lt;li&gt;grounded those parts in documented history&lt;/li&gt;&#xA;&lt;li&gt;separated structure from speculation&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&lt;p&gt;That produces a defensible analysis.&lt;/p&gt;</description>
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