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W. Well come to you tomorrow today. And now back to those llamas. Llamas have something that has got viral it just very excited there antibodies vertebrates including humans have antibodies as part of the adaptive immune system. When were infected with the sars kovi to virus certain cells called antigen presenting cells identify the pathogen and then take in and display some of its proteins on the surface. That activates t. Help us cells which trigger various immune responses. For instance size or toxic t. Cells are deployed to kill infected cells. And spear lymphocytes are stimulated to produ...

W. Well come to you tomorrow today. And now back to those llamas. Llamas have something that has got viral it just very excited the antibodies vertebrates including humans have antibodies as part of the adaptive immune system. When were infected with the sars kovi to virus certain cells called antigen presenting cells identify the pathogen and then take in and display some of its proceedings on the surface. That activates t. Help of cells which trigger various immune responses. For instance signs or toxic t. Cells are deployed to kill infected cells. And being lymphocytes are stimulated to pro...

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. Today were going to speak to the two leading lights in that area and theyre going to help us understand whatthe stateoftheart is now and what the stateoftheart will be going forward. With that, i think we will welcome Michael Kearns first to the stage. Michael kearns andaaron roth, welcome to the stage. [applause] good morning, thanks to everyone for coming. My name is Michael Kearns and with my close fr...

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. ...

Good morning ladies and gentlemen. If you will kindly take your seats. Latecomers will be accommodated. There are handovers over on the right you will want to have with you or take away with you. Please help yourself to some coffee. Welcome to use China Business council. This is a press conference talking about our annual member survey, and it will be done in three parts. The first part i will introduce our president craig allen, and then after that our Senior Vice President jake parker will walk you through some of the highlights of the survey and then we will open it to questions. So at this...