AIs won't take over the world because they won't be able to work out how to do it. But they won't solve our big problems either. The hype machine behind current AI investment is founded on an unwarranted extrapolation from recent AI successes that doesn't apply to most real world problems. We need to learn where AI can work and where it can't or we will waste money on systems that can't possibly work.