The diplomacy have enhanced. Is there some flaws? Yes. But they act like human players. We are always backstabbers, selfishes and try to use the civs as we like. They do the same for us. We get mad when a Civ just settle a city where we would like to settle. When they get resources, are expanding to much, are building a military etc.