pretty soon once once we have more experience with that particular methodology another research frontier is figuring out how to use discrete outputs with generative ever sale networks I described earlier that the only real condition we impose on the generator network is that it be differentiable and that's a pretty weak criterion but unfortunately it means that we can't really generate sequences of characters or words because those are discrete and if the output is discrete then the function isn't differentiable you can