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Welcome. Welcome to the Keystone Strategy transformative ideas lectureseries. Were lucky today to be hosted with cspan2. A couple housekeeping notes. When we get to q a there are microphones so raise your hand and the microphone will come to you and then the questions will be captured. So today we are extremely lucky to have Michael Behrens and erin ross, both from the university of pennsylvania here to talk about their book the ethical algorithm. I think a day does not go by in the news or otherwise or in our own work when the subject of algorithmic fairness or privacy is not frontpage news. ...

Where the subject of algorithmic fairness or privacy is not frontpage news today we will speak to the two leading lights in that area they will help us understand the state of the art is now and Going Forward with that we will welcome professor kearns first to the stage. Welcome to the stage. [applause] good morning thank you for coming my name is Michael Kearns with my close friend and colleague writing a general audience book called the ethical algorithm so for roughly half an hour we want to take you had a high level to the major themes of the book then we will open to q a. So many people a...

Is different. It isnt connected to the conservative party. It is a direct pledge from me to my constituents in rossendale and dannen and to the british people that i will not vote to put taxes up. Its for keeps. It is a pledge that i will stick to as long as i am a member of parliament. Well, the Prime Minister, meanwhile, says hes slamming the brakes on the war on motorists. Rishi sunak has arrived in manchester ahead of the party conference, which gets under and hes under way tomorrow and hes expected address the issue expected to address the issue this week. He told sun this week. He told t...

Sees him or knows his whereabouts to contact them. Whereabouts to contact them. Dozens of conservative mps have signed a pledge to never again vote for an increase in overall taxes. Former Prime Minister liz taxes. Former Prime Minister liz truss and former Party Leader Sir Iain duncan smith are among those to have signed up , along those to have signed up, along with seven former cabinet ministers. The promise means they wont vote for the chancellors autumn statement if it contains us tax rises. Putting further pressure on rishi sunak ahead of the conservative party conference, jeremy hunts t...

Play. I want to thank allen and pew for hosting this meeting, for organizing the publishing of the special supplement and of course to mr. Gottlieb for his remarks at the beginning of the day. So the focus of this final panel today is the fact that in certain high profile cases manufacturers have released incorrect or incomplete information into the market that was directly counter to the information, the contemporaneous information the fda had. They noted that selective publication of Clinical Trial results has in the past created a misleading picture of the safety and efficacy of a product w...