Amongst the changes revealed in the video below are improvements to the colonial system, which now allows rebellious colonies to rise up against you as a new independent state if you fail to keep them happy.
Conquest of Paradise
You can begin ruthlessly exploiting native populations or fending off greedy colonials this January 14, when the expansion pack launches.