latent-inspector
Representation analysis, presentation, and report
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.
How AI Models See the World
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.
Open presentationFour-Model Elephant Compare Report
Self-contained HTML report generated by latent-inspector compare 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.