You also see that on a lot of fictional TV shows with dining scenes. Often nobody actually puts anything in their mouths. It was made hours ago while you were off shooting something else, and still more time while they got costumes, lights, makeup, etc. right (and for several takes). By the time film is rolling it has gotten quite gross.
(Assuming it was even food in the first place. Fake food often looks better and doesn't go off.)