so I'm not sure yep I believe so yeah I'm not a however so I'm confident but yesterday the question was did I use transfer learning here I think transfer lying would probably defeat the purpose yeah yep all right let's so let's just get going so this idea of like the you know the most bird bird this is they refer to it as this prototypic allottee and they have they have some examples of what happens when you have a more and less prototypical training set so this is the one that we saw before that was as prototypical as as as could be found and