Nothing tastes quite like a delicious, well-seasoned olive straight from the jar, but if you notice a white film has formed over your store-bought olives, you may wonder if they've gone bad. Before you dispose of them, rest assured that there is nothing wrong with your olives, and this white film is actually beneficial.