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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. ...

Will you please call the roll call . [roll call] we have a quorum. Thank you. Please call the first item. Item one is a hearing on how the cuts of over 300 classes will affect low income in communities of color and to take in High School Students who take city college of San Francisco classes to meet college and requirements, and any proposed cuts need to be heard by the students in communities most impacted. Thank you, mr. Clerk. This is a hearing that was called by supervisor walton. I will turn it over to you to make an introductory remarks. You can feel free to run the hearing. Thank you. ...

The American Economy unemployment has remained below 4 in recent years notwithstanding the success from many across the country based on the survey of adults between the ages of 20 to 45 of parent 45 n for those who plan to be expected during the lifetime they would have fewer children than they considered to be within their range of ideal. Economic concerns were foremost on the reasons over the past few years the joint economic committees social Capital Project has been documenting trying us in what we refer to as the association that is the web of social relationships for which we as america...

Notwithstanding the success from many across the country based on the survey of adults between the ages of 20 to 45 of parent 45 n for those who plan to be expected during the lifetime they would have fewer children than they considered to be within their range of ideal. Economic concerns were foremost on the reasons over the past few years the joint economic committees social Capital Project has been documenting trying us in what we refer to as the association that is the web of social relationships for which we as americans pursue various and diverse. Families, communities, friendships, reli...

Family has become harder and more expensive than ever before. The New York Times recently reported that based on the surveyed adults between the ages of 20 to 45 who were parents or planned to be, they discovered interesting trends. One in four had fewer children. Or expected that during their lifetimes they would have fewer children than they considered to be within the range of ideal. Economic concerns were foremost among the reasons that they either fell short or believed that in the future they would fall short of what they considered ideal. Over the past few years, the joint economic comm...