24 | Cathy O'Neil, Algorithm Auditor, Author of WMathD

Podcast: The Performance Audit ReportEpisode: 24 | Cathy O'Neil, Algorithm Auditor, Author of WMathDPub date: 2023-02-28Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationOur guest is Cathy O'Neil, author of Weapons of Math Destruction: how big data increases inequality and threatens democracy.Cathy joined us to discuss critical aspects for auditors to consider, including:The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm.Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes. Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate. Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up.Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models.LinksCathy's company, ORCAA Weapons of Math Destruction (book)  This episode's web page: https://pareports.com/podcast/24 About this podcast The podcast for performance auditors.Hosted by Conor McGarrity and Yusuf Moolla.Produced by PA Reports - Performance Audit Research. Get updates New episodes, and a fortnightly newsletter with a selection of PA reports and practices from audit offices. https://pareports.com/#cta-subscribe This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit performanceaudit.substack.comThe podcast and artwork embedded on this page are from Conor McGarrity and Yusuf Moolla, which is the property of its owner and not affiliated with or endorsed by Listen Notes, Inc.