Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design

• Main Authors: Kawakami, Anna, Coston, Amanda, Zhu, Haiyi, Heidari, Hoda, Holstein, Kenneth
• Format: Journal Article
• Language: English
• Published: 25.03.2023
• Subjects: Computer Science - Artificial Intelligence; Computer Science - Human-Computer Interaction

AI-based decision-making tools are rapidly spreading across a range of real-world, complex domains like healthcare, criminal justice, and child welfare. A growing body of research has called for increased scrutiny around the validity of AI system designs. However, in real-world settings, it is often...