This recipe gives a remarkably smooth textured ice cream for not utilizing a custard base, and using milk will alter that. The ice cream will be slightly icier – you’ll notice small ice fragments throughout the ice cream. But it's still delicious! I made a batch with milk just last week for some ice cream cookie sandwiches I'm posting soon {get ready for those!!} and it worked no problem.