discriminator gives us this ratio of p data over p data plus p generator and doing a little bit more algebra we can rearrange that to say that we need to set f of X to negative e to the logits this is maybe a lot to absorb right now but I think it's it's pretty intuitive once you've worked through it slowly on your own once and it gives you an idea of how you can take this ratio that the discriminator gives you and build lots of other things with it so to conclude the talk I'd like to show you some really exciting new