Physical AI’s bottleneck shifts from what robots can do to whether factories trust them

Walden Robotics, spun out of Toyota Research Institute, is deploying general-purpose robots that continuously learn and adapt on factory floors to handle complex manufacturing tasks. These robots work alongside humans, addressing labor shortages by automating skilled but repetitive jobs, supported by CoreWeave's cloud infrastructure and simulation capabilities.