Playing with more AI opponents increases the difficulty of the game. Basically, there's a better chance that there will be more AI with great starts. Also, once one AI starts getting big, they will have more small opponents to gobble up. This kind of snowballing can really increase the difficulty of a game. How many AI players does it take until it "feels" like you're playing at a higher difficulty level?