you know again a diverse suite of tasks here so how do we kind of what are these big improvements we're seeing beyond the standard left-right language models and there's one more point Domanick which is there is a human baseline here and it's slotted in actually in the middle it's in 12th place now so what does it mean like are these models actually better than people and you know the answer really is no and it's complicated and confusing and we'll chat about this a bit more later and supervised learning is always playing tricks on you but you