just reads like a full news article and it keeps characters and names persistent and you know pulls information from the source sentence over you know multiple paragraphs and this is all a lot of progress being driven in the last few years so kind of now that we have just like a look at the cool samples let's like get into the details here so this is going to be about statistical or probabilistic language modeling and kind of the way we formulate this or is we interpret language as a high dimensional discrete data distribution that we want