would know the conjecture kind of is that that wouldn't change much in the in the overall message of this so again i'm just running gradient flow on this loss function with a random initialization so how does this behave so this is a wide over parameterized two-layer neural network does this solve the phase you achieve or not and this is from a paper that that we that came up in june with a colleague from uiu eric vanden eiden and same student as stefano sarah mannelly where uh in two theorems we kind of answered