What is the possible benefit of on device processing?

I envy your very simple, sedentary life where you are never outside of a high-speed wifi bubble.

Look at almost every Apple ad: It's people climbing rocks, surfing, skiing, enjoying majestic vistas, and all those things that very often come with reduced or zero connectivity.

Apple isn't trying to reach couch potatoes.