of have a suite of them and we're basically gonna say hey you should report on all of them so you can't hide your bad results on one and this helped drive a lot of progress too so this is a screenshot of kind of where this leaderboard has gone showing all these new improvements and methods so there's the BIOS TM Elmo baseline autumn that we mentioned and GT one would have slotted in slightly above that but then there's at now ranked 20 from Jacob Devlin and crew and then there's Facebook ai's Roberta as another big jump and so we