Yeah. Try sticking a more abstract game like Go in front of a random person and see how that works out. Without being taught the rules, a human will have absolutely no idea how to proceed. This would put a human in pretty much the same boat as a computer.
A friend of mine had a meta-game he'd play with his step father. His step father would buy a new game, but not tell him the rules. They'd play this game until he figured it out and consistently trounced his step dad. Then his step dad would buy a new game.
Not to Edward Lasker: "The rules of go are so elegant, organic and rigorously logical that if intelligent life forms exist elsewhere in the universe they almost certainly play go."