The memory shortage is really for these insane memory requirements for LLMs.

A web browser and the basic mobile app will be fine.

The iPhone 17 Pro has the most RAM and it's only 12GB. Hell the iPhone 16 Pro only had 8 GB. The vast majority of consumer cases don't need it. I doubt Apple and other manufacturers will go beyond that to keep prices down.