I think privilege is definitely meant to get peopled dander up so that they discuss it. Also, as I understand it, the privilege isn't being white, its the average benefit that being white will yield you
I think the discussion is mostly confused and non-productive, when it resorts to using charged words over the correct ones, and seeks to insult those who admittedly wield more power.