the gradient of that function might tell you where to go to get a point from the manifold so this is very emphatic you do not want to learn distributions they're bad for you right maximum rank liquid sucks it just doesn't do the right thing this is big mistake that actually gets to the original formulation insists that you know this should be you know one here zero outside and that's just it's just a bad idea so that's an example where you know applying probability theory blindly actually is bad for you and I've been