Position: Insights from Survey Methodology can Improve Training Data

Stephanie Eckman, Barbara Plank, Frauke Kreuter

Whether future AI models are fair, trustworthy, and aligned with the public's interests rests in part on our ability to collect accurate data about what we want the models to do. H…