Closer to their goal: Make a generalized AlphaGo program that runs on a computer no heavier than 3.3 lbs and uses less than 20 watts of power. Macbook pro is currently 30 watts and 4.5 lbs. So, that's pretty close. But the parent company, Google DeepMind, doesn't have go playing as their ultimate goal.
I can think of a worthy goal for AlphaGo: make a program which can play better than top pros which runs on a macbook pro.