In late game, I've seen 6 unit AI armies with a pioneer and a combo of bowmen, mages, and chainmail wearing swordsmen.
In mid game, another AI quickly wiped out 3 other AIs with cheap armourless units.
If an AI doesn't have resources, it seems to do wacky stuff with what it's producing.