210. Mitigating AI Bias — Sonia Gipson Rankin

In the last few years, Artificial Intelligence (AI) has become a household name, slowly creeping into the corners of every technological device we've all grown to depend on. But what happens if the underlying training data and the people training the models perpetuate the common biases that we all from time to time commit against our neighbors—whether intentionally or not. That is the focus of our conversation today. Joining us is Sonia Gipson Rankin, whose 2024 paper, Mitigating Algorithmic Bias: Strategies for Addressing Discrimination in Data, serves as a jumping off point for this discussion. Sonia is a legal scholar and educator whose work combines her background in computer science with her passion for legal justice. She teaches in the fields of Torts, Family Law, Technology and the Law, and Introduction to Lawyering at the University of New Mexico School of Law. She is also Affiliated Faculty in the Department of Africana Studies. Full bio. Cross & Gavel is a production of CHRISTIAN LEGAL SOCIETY. The episode was produced by Josh Deng, with music from Vexento.