http://programmer.ie/tags/model-interpretability/ Recent content in Model Interpretability on Programmer.ie: Modern AI programming Hugo en-us Fri, 17 Apr 2026 14:27:45 +0100 http://programmer.ie/post/eye/ Fri, 17 Apr 2026 14:27:45 +0100 http://programmer.ie/post/eye/ <blockquote> <p><em>Using AI to Decode Symbols Without Assuming Meaning</em></p></blockquote> <h2 id="executive-summary-from-symbol-to-system"><strong>Executive Summary: From Symbol to System</strong></h2> <blockquote> <p><em>We set out to understand a single image. We ended up building a system that can understand structure itself.</em></p></blockquote> <p>We started with a constraint:</p> <blockquote> <p><strong>Assume we do not understand the symbol.</strong></p></blockquote> <p>No prior knowledge. No accepted interpretations.</p> <p>Just an image: an eye, a triangle, rays, an unfinished pyramid.</p> <p>From that starting point, we:</p>