They originally had "NVIDIA GeForce 8G" on the product page, but have since removed the "8g" bit. Either a typo, or something strange and controversial is happening behind the scenes!

8 gig of gpu memory seems unlikely. You'll find that in bigger gaming laptops, but probably not the surface book.

Perhaps because NVIDIA haven't officially announced the new GPU, Microsoft can't mention it.