The Ethical Algorithm - Designing Socially Aware AI
Explore the emerging field of ethical algorithm design in this thought-provoking lecture by M. Kearns from the University of Pennsylvania. Delve into the growing concerns surrounding anti-social algorithmic behavior, including data privacy breaches, algorithmic discrimination, and the opacity of complex model decisions. Discover how researchers are developing innovative approaches to create more socially responsible algorithms through advancements in differential privacy, algorithmic fairness, and algorithmic game theory. Gain insights into the broader societal implications of these developments and learn about the book "The Ethical Algorithm," co-authored by the speaker. This captioned lecture, part of the Allen School Taskar Memorial Lecture series, offers a comprehensive overview of the intersection between technology, ethics, and society in the realm of machine learning and artificial intelligence.