if two vectors are close together in that vector spaced and they're more likely to occur in a sentence and if you train a very very large model on a lot of text data then they capture how different words are likely to occur together so let's give Graham and what's really interesting is that this kind of woodwork method exhibits really interesting vector calculus so this is again a recap slice what we can look at is that if we look at the direction from a country to his capital the vector is actually relatively similar across a lot