“Pashut Halacha from Chazal is that any milk that came without the oversight of a Yid is considered Cholov Akum, and therefore treif, even if it is cow’s milk. ”
Rav Moshe holds that the problem of Chalav Akum is not that the milk is treif, but that there is a chashash that it is treif.