Indeed, it's not the arbitrariness that's going away, but the need for special artifacts such as the kg standard.
One can be even more specific: the need for the last remaining special artefact that is the kg standard.
Fun fact: the metre was was originally defined to be 1/10 millionth the distance from the pole to the equator (so that the circumference of the Earth would be 40 million metres).