and y coordinate the that randomly decided you know fine details of the fur like which angle it should be pointed in and things like why do you think in practice ganz don't ask a love well when you go to larger images oh well you might be surprised by what comes in a few slides yeah I think I should probably move toward the conclusion now so recalling exercise 3 we're looking to design this f of X this cost function that's applied for every example generated by the generator in order to recover the maximum likelihood