everyone's kind of see that it looks like it's tilted as well I can just hold that thought all right so so so so we wanted to get into this so we were we were you know working in sort of machine learning computer vision and right around the time we were working on this we got interesting this idea of future framed video prediction so basically the idea is that if we see a sequence of images transforming the goal is to basically predict what the next image looks like and this is now that there were there was a little bit of work