What would deeper AI integration on the Ubuntu desktop look like? Well, you don't need to think too hard to find out. A Canonical engineer has published a

A Canonical engineer has published a prototype launcher that simulates how on-device AI could be used to enhance and aid users of the Ubuntu desktop.

But the warty-prototype1 snap by Didier Roche-Tolomelli (aka didrocks) is not a real launcher. It’s a semi-interactive, automated mockup. It simulates things a user could do, and that includes interacting with a (theoretical) on-device AI model to complete tasks.