know rather a side thing from the actual code right here so yeah as as I said this paper is very different from other research papers and that it's it's sort of half an engineering paper and all of these papers are they're kinda hard to read because they just kind of state some things in the order is kind of weird sometimes why they do things is kind of weird sometimes but you can't you know you can't deny that it had the quite the effect on the community and now this it is a very cool paper a very cool series of papers and it's very cool