privatization does in fact make optimization easier and in this case even made because it's tests are you could have even extracted some statistical statement here okay so recently in many a series of papers by myself yen's it also briefly talked about this yesterday Trenton has also worked on this I'm summarizing all of these results because they're all kind of similar enough I don't want to spend time distinguishing they basically say if you have very wide networks and you initialize randomly with appropriate