"AI will solve the simple problems so humans can focus on the hard ones" is such a ridiculous fail at understanding anything about how humans acquire skills and knowledge.
Humans HAVE TO solve simple problems and then advanced problems in order to learn how to solve the really hard ones. This is not optional.
Good luck solving any difficult problems in the future with a generation of people who spent their entire education typing every problem into a chatbot's prompt box.