the first statement is a statement about global minimum the second statement is invoking this following theorem this says that you convert a force or the optimal point of a problem an SVM where this is the Shatan clause anymore so the inductive bias of having deep that's in a linear network using logistic loss is getting closer to is a crank this is about first-order okay so gradient descent the algorithm is involved here it's about gradient descent you run gradient descent something happens and what happens is a