Big one is keeping state or lets say world models in sync.

You give 2 systems 2 seemingly different problems. They start building/updating tools and theories and their internal world model starts diverging. As we already see with human specialists. Now imagine 2000 different systems reality diverging. Keeping them all in sync becomes more work than the actual prob they work on.