I just finished a game with AI set to Genius, and found them to be kind of pushovers. I was expecting the AI to gang up on me after I started conquering them, but none of them seemed to notice, not even making much of an effort to build a military even though I had conquered half the map and was clearly a threat.
I'm curious if other people have found this to be true.