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I’m currently using a Samsung flip 5. I have it set up to use all my main apps on the outer screen, so I can just have a small screen. Then I have the option to open it for apps that I might want to be on a larger screen.
It’s working out pretty well. Some days I never even use the inner screen.
I mean, when that xkcd was made, that was a hard task. Now identifying a bird in a picture can be done in realtime on a raspberry pi in a weekend project.
The problem in the op isn’t really a limitation of AI, it’s coming up with an inventory management system that can detect low inventory without being obtrusive in a users life. The rest is just scraping local stores prices and compiling a list with some annealing algo that gets the best price to stops ratio.