AIBullisharXiv – CS AI · 5h ago1
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Social-JEPA: Emergent Geometric Isomorphism
Researchers developed Social-JEPA, showing that separate AI agents learning from different viewpoints of the same environment develop internal representations that are mathematically aligned through approximate linear isometry. This enables models trained on one agent to work on another without retraining, suggesting a path toward interoperable decentralized AI vision systems.