I think about this a lot, same is happening to my job, programming. The genuinely enjoyable parts of writing code yourself, designing a function interface, all of this gets taken over completely by AI.
Yet on the high level engineering problems, that always have been hard AI is more than useless. Confidently wrong all the time.