it okay could you maybe share that on the channel yes appreciate it sure thank you so yeah i have a question uh so what are the other like i'm not quite like uh quite familiar with semi-supervised vanny algorithms so what is the like what's the state of the art between before this algorithm what what what did they compare their girlfriends to in this paper um so he didn't quite understand your question so so before so when they introduce these algorithms so they have they should compare it to something that how were things done before this uh mix