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anti-collapse

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July 9, 2026

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

First stable end-to-end JEPA that trains from raw pixels using only two loss terms (prediction + SIGReg), with ~15M params on single GPU, 48x faster planning than foundation-model world models

world-models representation-learning reinforcement-learning joint-embedding anti-collapse

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