Cathy O’Neil

Cathy O’Neil discusses profiteering in public shaming, while Siva Vaidhyanathan questions the effectiveness of shame against racism. They delve into the history and impact of shame in society, exploring its use as a tool for social justice and the complexities of addressing privilege and racism.

Computer algorithms now shape our world in profound and mostly invisible ways. They predict if we’ll be valuable customers and whether we’re likely to repay a loan. They filter what we see on social media, sort through resumes, and evaluate job performance. They inform prison sentences and monitor our health. Most of these algorithms have been created with good intentions. The goal is to replace subjective judgments with objective measurements. But it doesn’t always work out like that. “I don’t think mathematical models are inherently evil — I think it’s the way they’re used that are evil,” says mathematician Cathy O’Neil, author of the book Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. She has studied number theory, worked as a data scientist at start-ups, and built predictive algorithms for various private enterprises. Through her work, she’s become critical about the influence of poorly-designed algorithms. The Age of the Algorithm Subscribe to SiriusXM Podcasts+ to listen to new episodes of 99% Invisible ad-free and get exclusive access to bonus episodes. Start a free trial now on Apple Podcasts or by visiting siriusxm.com/podcastsplus.