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Robotics & Autonomy·October 12, 2026·1 min read

Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots

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Decoupling motion planning from tracking with adaptive, speed‑aware control is how humanoids move from lab demos to athletic, real‑world behavior. If you’re evaluating humanoid vendors, probe how they handle high‑speed, style‑preserving control — not just static balance.

Robotics & Autonomy

PitchBook: robotics and physical AI companies have raised ~$48B YTD, as they gather training data from people completing tasks in factories, offices, and homes

Nearly $48B into physical AI with cameras in homes, offices, and factories means the real moat is shifting to proprietary human-task datasets, not just robot hardware. If you operate in these environments, you’re about to be asked for data access terms—get your privacy, IP, and revenue-sharing stance written down before the robots show up.