Most robot headlines follow a familiar script: a machine masters one narrow trick in a controlled lab, then comes the bold promise that everything is about to change. I usually tune those stories out.

A Chinese robotics company recently did something most tech firms would never dare attempt. Agibot put more than 200 robots on stage for a live one-hour televised event called Agibot Night. The gala ...