"if you want a long-lasting career in AI you need to work on the actual AI stuff, not just using the AI stuff."
I think this is more for people, though, that want to maximize the use of AI in their own field, isn't it? The "knowledge worker enhancer"?
I am not sure they really need to work on the actual AI stuff...