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Can a general-purpose brain adapt to all humanoid robots? Is that the future of embodied intelligence?

The DreamZero team proposes a cross-embodiment API approach, attempting to use a unified interface to let a general-purpose embodied brain adapt to humanoid robots from different manufacturers, while Unitree emphasizes that embodiment engineering challenges such as precision force control, whole-machine consistency, and long-term reliability have yet to be fully resolved. The article analyzes the divergence between the two approaches: the software camp argues that the brain should be decoupled and that hardware is merely a carrier, while the embodiment camp insists that body dynamics and intelligence are deeply intertwined. Within the short term of 3 years, the integrated software-hardware approach will remain the mainstream commercialization path, and a cross-embodiment API can only be implemented after infrastructure such as unified hardware interfaces and widespread automated calibration tools matures.

Part of the event: The Cross-Embodiment Adaptation Debate for General-Purpose Brains: Divergence Between the Software Camp and the Embodiment Camp

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