#WeaponsOfMathDestruction #aiethics #datascienceskills In Episode #1013, Dr. Cathy O'Neil (Harvard math PhD, former Wall Street quant, and author of the mega-bestseller Weapons of Math Destruction) joins @JonKrohnLearns to explain what actually makes an algorithm terrifying: not the complexity of the math, but the secrecy, the unaccountability, and the fact that you can't opt out. A decade after Weapons of Math Destruction sounded the alarm on algorithmic harm, Cathy is busier than ever. Through her algorithmic-auditing firm ORCAA and her nonprofit OCEAN, she now provides the statistical evidence behind lawsuits against some of the world's biggest tech companies. In this episode, Cathy punctures AI hype, traces the line from Frederick Winslow Taylor's factory floor to today's keystroke-tracked white-collar workers, explains why she wants every algorithmic system to fly with a "cockpit" of metrics, and lays out concrete things listeners can do in their companies, their communities, and their courtrooms, to demand accountability. This episode is brought to you by: • Notion: http://notion.com/superdata • Acceldata: https://www.acceldata.io • Gurobi: https://www.superdatascience.com/gurobi • Anthropic: https://claude.ai/superdata Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • (00:447:47) Inside ORCAA and OCEAN • (01:00:00) The Shame Machine • (01:13:01) Why every algorithmic system needs a “cockpit” Additional materials: https://www.superdatascience.com/1013