Nucleus posts 2-hour humanoid factory tape, 60% autonomous

Nucleus released nearly two hours of uncut factory footage on X on October 1 showing one of its humanoid robots moving through parts picking, shelf loading, product handling and cart transport, and disclosed that the demonstration ran roughly 60% autonomous and 40% teleoperated, a figure the company did not explain and that therefore describes this clip rather than Nucleus's capability in general, according to Interesting Engineering.

CEO Melvin Schwarz framed the length as the point. "We worked very hard to make it this boring!" he wrote, calling the release "a major breakthrough in humanoid labor and physical intelligence." Hesitations and human interventions were left in rather than cut out.

The company says it is running regular 4-6 hour shifts, with robots completing tasks from start to finish. Teleoperation corrections are used as learning signals, with the system logging visual observations, depth information, robot motion, contact signals and task outcomes to improve its models.

Independent verification is still absent: the tape is Nucleus-produced on a Nucleus-chosen shift, not a third-party audit, and the methodology behind the 60/40 number is not disclosed. It arrives in a crowded stretch for the category, with 157 robotics stories on our tracker in the last 90 days.