Beyond Domain-Specific World Models: JEPA-Anything Uses 1 Recipe for 7 Fields

JEPA-Anything splits a JEPA's single latent target into 4 orthogonal factors, each with its own predictor. Tested across 7 domains, it beat matched JEPA baselines on all 10 dynamics tasks and cut Interventional Pong intervention error by 34.8%. The post Beyond Domain-Specific Wor…

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