Boil the potatoes in heavily salted water until they're nearly falling apart. This prevents them from drying out in the oven and helps them develop a crust in the oven.
Place the potatoes on a greased baking sheet and coat liberally with olive oil, salt, pepper, and paprika.
Bake at least 30 minutes turning once or twice until a solid crust forms on the potatoes.