I imagine they will run iPad apps as-is. Since the screen resolution will technically be the same as the first iPad and iPad 2. We’ll see touch targets that are a little smaller, but should work just fine.
I expect iPhone apps to be scaled up as well in the same way as they are on the current iPads. But they should look even better since they won’t be scaling to a 9.7” screen.