A lot of DIY AI software is going to be the equivalent of home built workshop / shed furniture: it works fine, but it is janky and built from whatever they had at the hardware store. There will be a place for professional assemblers and designers and engineers at the furniture store / factories.
Catch 22 --- The "professionals" need to be replaced in order to justify the cost of AI.
Once this done, where will the general knowledge to train AI come from?
AI is a self degrading feedback loop.
I think this assumes that all professionals will eventually disappear and be replaced entirely with AI, and I don't agree with that.
The existence of AI does not dictate that developers can or will no longer exist (and not everyone will even use AI). I think we will still have enough data to train from... and if not, then the AI simply won't be used for that and people will learn again the old fashioned way.
https://techjournal.org/the-great-computer-science-exodus-wh...
There will still be the need for humans in the loop to make sure the final product is suitable and what the humans genuinely wanted. We'll all become QA / Acceptance testers. For a little while , that will go away in the end too I think. software will become nothing more special than every day household objects.