"Trust Junk" Leads to Unjustified Support for Highly Discriminatory Predictive Models

Michael Correll, Lucy Havens, Mahsan Nourani

The persuasive power of data visualizations can go awry: for instance, in an explainable AI (XAI) context, visualizations can produce over-trust of predictive models. In this paper…