sprouted potatoes that are still firm, have relatively small sprouts, and don't show any wrinkles or shriveling are okay to eat, as long as you cut off the sprouted parts and soft spots. however, there's still a chance you could get sick. if your potato is sprouted and shriveled up, then it's too far gone.