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Humanoid AI, a UK firm, builds the HMND 01 wheeled humanoid robot using a four-layer AI architecture. The layers range from fleet coordination to whole-body control, leveraging vision-language models for deterministic tasks. The wheeled design prioritizes energy efficiency, stability, and easier CE certification over bipedal models.
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