I don't know when your dad used to say that, but any researcher from the 50's would quickly tell you that Chess is just a giant tree search problem.

We have a huge number of unsolved pattern matching problems around, so AI still has a lot of value to bring. But we don't have that much evidence that it suffices for everything.