I lived in NYC for a summer in the mid-80s. I never set foot anywhere below about 90th in Manhattan.
I do think the idea of 'prompt engineering' isn't 'programming' in the low-level sense, but it's close enough for some peoples' needs to qualify, and will be a useful skill. But I think it'll be more like "being good at searching google" was a few years back. There was a period where you could be very productive understanding a few things about searching (filtering/keyword stuff, mostly) but that 'skill' isn't as useful today as google continues to put less emphasis on keeping those tools useful.
Similarly, being good with Excel. That's extremely powerful for a lot of people in their day to day jobs. Is it 'programming' in the classical hacker-at-a-desktop sense? No, but allowing people to get value from the computers in a way that's under their control (broad definition, I know) does, imo, fall under a large banner of 'programming'.