And that's the worst case in a way, because a chess computer is a really stupid machine. Getting beaten by minimax is kind of annoying. AGIs on the other hand if they ever exist will be very fascinating entities indeed and I wouldn't mind if they're better at anything than I am. And the same goes for scientific research. I haven't stopped doing math because Terence Tao is better than I'll ever be. How many people can seriously claim to be at the frontiers of science? The value in learning isn't in being the best guy or girl there is.