I was under the impression that ios used sleight of hand with apps to reduce memory footprint for inactive apps rather than how android manages its recent apps list? Is it still requiring special permissions to run non apple apps in the background as active tasks? AI will need to run the background and will need a decent chunk of RAM to do so.
I completely agree that changing the processor or revising NPU or similar is too much to do late stage, I reject that for increasing RAM or storage, both can be changed closer than 12 months from release and I would also reject that apple had the AI changes planned for much less than 12 months out as well. It just feels like a big fuck you to anybody buying a flagship from apple this year as it wont last the length of time it should do for normal consumers who would expect all of the latest AI features to roll out during the supported window.
I use powershell for work as I need the m365 modules for work and its very flexible with decent module availability to plug in all sorts.
However it absolutely sucks for large data handling, anything over 10k rows is just horrendous, I typically work with a few million rows. You can make it work with using .Net to process it within your script but its something to be aware of. Being able to extend with .Net can be extremely useful.