cathy o'neil and tim wu are with us today. en immateri ai'm excited to tele about them and i want to know, i promise you, these are books you'll want to purchase and i promise you, these are books you'll want to purchase if you want to do that, leaving the building turning left. the table at barnes & noble, you'll be able to have a signed copy by the author. if you have questions, keep in mind until we get to the q & a. and we're going to win with a mathematician, data scientist, author, bloomberg view columnist, "weapons of math destruction, how big data inequality and threatens democracy". cathy, we'll begin with you, tell us about your book. >> great, thanks everyone for coming, it's super exciting and my favorite part is talking with people about the questions that come up around big date an and there's been a doozy of a week or the last two weeks, wow, a lot to talk about. from date an algorithms to facebook ads. my book is sort about the algorithms that we need to talk about. i call them the worst algorithms, weapons of