> But if the argument is that AlphaGo is the right approach to creating an AGI, then we should at some point expect it to learn how to recognize the goal of various tasks without a huge amount of training.

I never said anything about AlphaGo or AGI. I said that humans are not as good at generalizing from few examples as people would like to believe.