What are the limitations of using checklists for fairness? What are the alternatives? How do we effectively design ethical AI systems around our collective values?
To answer these questions we welcome Dr. Michael Madaio to the show.
Madaio is a postdoc at Microsoft Research working with the FATE (Fairness, Accountability, Transparency, and Ethics in AI) research group. Michael works at the intersection of human-computer interaction, AI/ML, and public interest technology, where he uses human-centered methods to understand how we might equitably co-design data-driven technologies in the public interest with impacted stakeholders.
Michael, along with other collaborators at Microsoft FATE, authored the paper: “Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI”, which is one of the major focuses of this interview!
Full show notes for this episode can be found at Radicalai.org.
If you enjoy this episode please make sure to subscribe, submit a rating and review, and connect with us on twitter at twitter.com/radicalaipod
Measurementality #5: Intergenerational Collaboration with Sinead Bovell
Indigenous AI 101 with Jason Edward Lewis
Casteist Technology and Digital Brahminism with Thenmozhi Soundararajan and Seema Hari
Measurementality #4: What are we Optimizing for? with Laura Musikanski and Jonathan Stray
Feminist AI 101 with Eleanor Drage and Kerry Mackereth
Decentralizing AI with Divya Siddarth
Killer Robots and Value Sensitive Design with Steven Umbrello
Measurementality #3: Counting Mental Health and Caregiving in Technology and AI
Design, Disability, Creativity, and Accessibility with Cynthia Bennett
Atlas of AI with Kate Crawford
Defining Bias with Su Lin Blodgett
Measurementality #2: Children's Data and Sustainability
Your Computer Is on Fire with Mar Hicks & Kavita Philip
All Tech is Human Series #9 - Misinformation & Free Expression with Jasmine McNealy & Claire Wardle
Social Inequality in the Digital Economy with Zanele Munyikwa
Measurementality #1: Defining What Counts in the Algorithmic Age
Anti-Trust: Congress and the Tech Lobby with Anna Lenhart
All Tech is Human Series #8 - Improving Social Media: Content Moderation & Democracy with Sarah T. Roberts & Murtaza Shaikh
Ability and Accessibility in AI with Meredith Ringel Morris
2020 Hindsight: The Radical AI Podcast New Years Spectacular!
Create your
podcast in
minutes
It is Free
Insight Story: Tech Trends Unpacked
Zero-Shot
Fast Forward by Tomorrow Unlocked: Tech past, tech future
The Unbelivable Truth - Series 1 - 26 including specials and pilot
Lex Fridman Podcast