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Own work when the subject of algorithmic fairness for privacy is not frontpage news. Today we are going to speak to the two leading lights in area they will help us understand what the state of the art is that what the state of the art will be going forward. With that i think we will welcome professor Michael Kearns first to the stage. Is that right . Great. Michael and erin, welcome to the stage. [applause] ok, good morning. Thanks to everyone for coming. My name is Michael Kearns and with my close friend and colleague aaron roth we have coauthored a book, a general artist book called the ethical algorithm whose who subtitle e site of socially aware outcome design. We want to do for roughly half an hour so is just take you a high level to what some of the major themes of the book are and then well open it up as jeff said to q a. I think many, many people and certainly this audience is well aware that in the past decade or so wishing learning has gone from a relatively obscure corner o