It does no such thing, it is very likely that AI will be made up of a bunch of specialized interacting subsystems. As for No Free Lunch Theorem. See: Coevolutionary Free Lunch. Which by the way, is actually more akin to biological evolution than coevolution. http://cs.calstatela.edu/wiki/images/1/15/Wolpert-Coevolutio...