It's the difference between the ai following the rules or getting huge stacks of money every turn.

So for games like civilization or heroes of might or and magic or total war. Artificial difficulty would be when you set it to hard and the ai gets a 200% to gold production and can hire more units than normal.

Basically it boils down to does the ai have cheat codes.