Designing for Ethical AI: HCI Feature Considerations to Improve Fairness and User Experience in AutoML use for Human Resources
The episode discusses a paper titled "Designing for Ethical AI: HCI Feature Considerations to Improve Fairness and User Experience in AutoML use for Human Resources." The hosts evaluate eight AutoML tools, finding most lack fairness features. They propose a five-part framework—Contracts and User Development, User Interface, Information Architecture, Human Augmentation, and Care and Responsibility—to build ethical tools that make fairness a core design feature.