Research· AI-written
Proving and improving the platonic representation hypothesis with JEPAs
This paper turns the Platonic Representation Hypothesis into a formal theorem using Joint-Embedding Predictive Architectures, showing that models trained separately on different modalities learn the same representation when sharing good views of the world.
Oct 31, 2026 · 4 min read