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

Michael Correll, Lucy Havens, Mahsan Nourani

The paper shows that adding accurate but irrelevant data to model explanations can cause people to over‑trust and positively view discriminatory predictive models, highlighting ris…