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MachEmbodied-U0, a unified embodied foundation model connecting understanding and generation experts through a Mixture-of-Transformers architecture, is presented, a unified embodied foundation model connecting understanding and generation experts through a Mixture-of-Transformers architecture that combines competitive downstream control performance with transferable task-grounding and visual-dynamic capabilities across simulation and the real world.
By combining foundation models with interpretable statistical methods, this ECG analysis achieves state-of-the-art SHD detection while revealing how specific ECG features contribute to risk.