does it does basically seem to work so in the interest of time I think I'll move on to the solution of the exercise but there'll be one more exercise you'll get to ask a few more questions so the solution to this exercise which is we're looking at the value function of x times y where x and y are just scalars there is actually an equilibrium point where x is 0 and Y is 0 when when they're both 0 the each of them causes the gradient to go away on the and then we can look at the gradient descent dynamics by analyzing it as a