AI is important but we don't know what skills will be relevant in 10+ years to harness AI (I can't imagine prompt engineering is much the same). Anyway, would a typical teacher be ahead of the curve on what pedagogical tack to take here even if it was appropriate?

The best thing to do is to set the kids up to learn the most important thing - which is how to teach oneself. If a kid can read about something, and then understand what was important from the reading, and then write about it, and then know where to go next they will be well served in the AI world.