able to answer quite competitively on some of these tasks yeah we're pretty much into a conversational period at this point but um you know some of the takeaways I would kind of say from this and kind of you know really pushing on language models for a few years here's performances you know not usually limited by something single paper fixes this is a very long history of you know I think we probably talked about 25 papers during the trajectory of research here and usually it's always someone chipping away on one