AnalysisAI ModelsOctober 30, 2026

Paper proves Platonic Representation Hypothesis with JEPAs

Read original source →arxiv.org

JEPAs trained separately on any modalities provably converge to the same representation up to a single rotation, per a new paper co-authored by Yann LeCun. A 109M JEPA-Text model aligns with vision models better than 72B LLMs, with positive view design rather than scale driving cross-modal alignment.

People · Yann LeCun

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