It'll be Star Wars in no time where everyone has in-home droids!
once the system learns a skills, it is instantly employed in however many robots are made.
The ability to scale is unmatched when it comes to new skills. Like you said, the only thing slowing things down is the ability to build the robotics hardware. Good time to be a robotics manufacturer, bad time to be a blue collar laborer.