be working at the level of pixels we should be able to predict the future in a much more semantically in space and so modeling the pixel space for these high dimensional videos is really hard and in order to build really dungeon agents which that can planning faster than real time we should be able to do it in the lane space that's more abstract so how do we do that what is the right kind of abstraction to build and how do we learn role models in that Lane space that can this ignore noise and work in a much more semantic space it's really the