Cutting mold off sweet potato is perfectly safe to do as long as you ensure that you remove all of the moldy parts. Once you have cut away the mold, make sure to cook the sweet potato thoroughly before eating it.  Mold can cause serious health problems if it is ingested, so it is important to take precautions when preparing food.