Peter Naur argued in his famous essay Programming as Theory Building that documentation alone cannot fully capture or preserve the complete mental model behind a program.

However, AI works differently from humans in that much more of its working context has to be made explicit. Because of that, there may be some fundamentally different way for AI to maintain or reconstruct a program’s overall model.