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Basile Terver and colleagues' paper on Joint-Embedding Predictive World Models (JEPA-WM) for robotics has been accepted to TMLR with a reproducibility certification. The updated version includes new data-scaling experiments, a Lipschitz analysis of multistep rollout training, and extended discussions.