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<p class="eyebrow">latent-inspector</p>
<h1>Representation analysis, presentation, and report</h1>
<p class="lede">This GitHub Pages deployment has two public entry points: the narrative presentation of the project and a self-contained sample compare report with the raw metrics, PCA projections, and heatmaps behind the claims.</p>
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<div class="meta">Presentation</div>
<h2>How AI Models See the World</h2>
<p>Reveal.js slide deck for latent-inspector. It walks through the project, the model comparison setup, the corrected EUPE and V-JEPA 2 interpretations, and the broader thesis about how different training objectives reshape representation geometry.</p>
<a class="cta" href="slides.html">Open presentation</a>
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<div class="meta">Sample Report</div>
<h2>Four-Model Elephant Compare Report</h2>
<p>Self-contained HTML report generated by <code>latent-inspector compare</code> for DINOv2, I-JEPA, V-JEPA 2, and EUPE on the canonical elephant image. Includes per-model metrics, pairwise CKA and k-NN overlap, PCA images, and exported artifact metadata.</p>
<a class="cta" href="reports/20260408-123006/report.html">Open sample report</a>
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<p class="footer">Repository: <a href="https://github.com/AbdelStark/latent-inspector">github.com/AbdelStark/latent-inspector</a></p>
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