The AI build an outpost in my territory, right next to my capital. Not that it should bother me much because it was immediately converted back next turn, but if I had higher level improvments on my resources I had to build them again. Screenshots and savegames before/after are available.
Possible hint: My faction, not the enemy, has the arcane outpost (or what it is called) ability and I used it multiple times.