significant progress at this space just throwing scale at it and this has ended up being you know something that was really developed just to push it and say how far can we get you know sentence quality can we start to get something that looks like coherence and one of the surprising results is it turned out that this actually paved the way for further methods even though it was just designed to be a really good language model and just better predict the next word it ends up laying the foundations for talk about in a little bit called Elmo