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US Toyota Spinout's Factory Robots Learn From Experience on the Job

The Toyota spin-out says wheeled humanoids already work production shifts and can handle factory tasks safely with more battery and computing power.

  • On Wednesday, Cambridge-based startup Walden Robotics emerged from stealth with $300m in funding and a $1.1bn valuation, launching a general-purpose robotics platform designed for factory automation.
  • Spun out of the Toyota Research Institute in January, the firm prioritizes wheeled robot bases over legs; CEO Russ Tedrake emphasizes safety and practicality in factory environments.
  • Since February, robots have performed production work at a Toyota manufacturing plant in North America, using Large Behavior Models and Diffusion Policy to acquire skills through real-world operation.
  • Investors including Toyota, Deviation Capital, NVIDIA, and Boeing co-led the seed round, backing the company's focus on automotive, aerospace, and logistics sectors facing persistent labor shortages.
  • Morgan Stanley projects the robotics market could top $5tn by 2050, though Walden faces competition from rivals like Boston Dynamics as it proves its systems can reliably augment human teams.
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The Business Journals broke the news in Charlotte, United States on Wednesday, July 15, 2026.
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