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A single model now masters 3D hand reconstruction, predicts future video under actions, and plans complex manipulation sequences from language, outperforming specialized methods.
Training with large block sizes cripples reasoning performance, but a novel curriculum approach unlocks strong reasoning capabilities in diffusion models.