this automated procedure to just churn through large amounts of data and you know we're Tyvek came out of google in like 2013 and you know one of the first things that is written on a big city you cluster with like a very efficient C++ implementation and shove a bunch of words through it and it works really well and so let's kind of talk about what this does so for this graph I'm gonna talk about how I'm gonna interrupt for a moment if you go back yep so on the Left it's the word words are represented by vectors and then your