and how are we gonna get there we're just kind of this brute force thing that just counts a bunch of words and puts them into a table and then starts looking them up and you know the takeaway here is that it can work surprisingly well so you can't quite pass these examples so the specific solver that we're gonna use talking about in a second is the PMI solver and that gets to about 60% but random guesses 25% so we basically almost you know have the error rate and get to addy with just this very dumb brute brute