I lost a marathon, monarch game before turn 15 last night. The AI popped a hut just outside my borders (ie in the BFC but before the borders popped). The hut spawned barbs. One appeared right next to my empty capital. Next turn......up came the "victory screen".
I think this is about as early as it is possible to loose.