Is AI Fair? Sarah Goldberg on Bias, Regulation, and the Fight for Accountability

What happens when artificial intelligence mirrors society’s ugliest biases? In this episode, Sarah Goldberg takes us inside her hands-on research into AI bias, where even something as small as a pronoun shift triggered sexist assumptions in language models. From discriminatory hiring algorithms to surveillance apps gone rogue, Sarah breaks down how AI isn’t just futuristic, it’s already shaping lives in deeply inequitable ways. But it’s not all doom and gloom. With clarity and urgency, she lays out what real AI regulation could look like and why it matters more than ever. If you care about justice in a digital age, this one's a must-listen.

In our premiere episode, we’re joined by Dr. Maria Madison, Interim Dean of the Heller School, to explore the pressing issue of bias in artificial intelligence. Together, we dive into the real-world impact of algorithmic bias on marginalized communities and discuss the broader mission of fairness and equity in tech. Dr. Madison sheds light on the complexities of bias, how it permeates AI systems, and the proactive steps we can take to promote responsible, inclusive technology. We unpack the role of policy, research, and cross-disciplinary efforts in tackling systemic issues, providing listeners with actionable insights on how to advocate for equity in the digital age.