One is that the ice giants were not formed by core accretion but from instabilities within the original protoplanetary disc and later had their atmospheres blasted away by radiation from a nearby massive OB star.
What could have blasted Neptune and Uranus's atmosphere with radiation, aiding in creation? 
nearby massive OB star