In our current environment using AI, individual development also "doesnt scale", so this "doesnt scale", 2X.

I think these proponents of AI have a very large burden on them to not just make this palatable for developers, but to actually make it "scale" as you say.

The human code review process for AI generated code will simply die due to lack of interest. Its up to the organization to find a suitable replacement or continue to pretend that half asleep disinterested developers are going to fix all this trash.

Have fun with that!