Go cannot be won with raw power though. It has a lot of the constraints of incomplete information problems.
In a lifelike situation the AI will not have access to the inner state of the game, but instead has to gather the information via the same (restricted) mechanisms as other players.
edit: I should probably clarify that the above is about competitive StarCraft. I should probably learn to play GO, too.