took some further work to kind of figure out how do we make this a generalizable approach that works kind of everywhere the same way that like plugging in word vectors does so moving back one one moment to a type one evil there was a followed paper or a neck in the next year that kind of really started to push on scale and compute used for training language models as we mentioned before they've kind of always been compute limited so this was a that Google paper that showed kind of the first language of all that could generate something