I wonder if he could identify those long-term-thinking moves by playing a version of AlphaGo on a smaller board, then gradually increasing the size of the board over successive games once he is able to consistently win or tie at a given board size.

I also wonder if when Alpha Go plays itself, does it always win when it is black or white, does it always tie, or is it a mix?

So much to learn from this.