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 robotic arm watches a human unzip a pencil pouch for roughly ten seconds — and then does it on its own, without any additional instruction and without being retrained. That is the core result of GEN ...