you know a model that does this test very well should learn to kind of summarize this sentence in the middle and for our nen's it's you know still these distributed representations so you have this state vector that's representing kind of an alert fashion all of the previous words you've seen so importantly that's now generalized from representations of single words to representations of sequences that can exploit context and potentially handle more complex properties and just big u8 meanings of words and they showed across