it's not our idea of representing first state and dynamics we looked up Gantz and I think lecture four of this class now if you just train again what happens is that you just transfer each frame independently what we want this we want to learn but there's intentions that are consistent over time as we're going to do is we're gonna have a discriminator here that looks at two consecutive observations and decides whether those two consecutive observations are consecutive observations from the real world and welcome secular observations generated