Its not productivity boosting in a sense of "you can leave 2h earlier", but in a sense of "you get more done faster", resulting in more stuff created. Thats my general assumption/approach for "using AI to code".

When it comes to "AI-generated apps" that work out of the box, I do not believe in them - I think for creating a "complete" app, the tools are not good enough (yet?). Context & co is required, esp. for larger apps and to connect the building blocks - I do not think there will be any remarkable apps coming out of such a process.

I see the AI tools just as a junior developer who will create datastructures, functions, etc. when I instruct it to do so: It attends in code creation & optimization, but not in "complete app architecture" (maybe as sparring partner)