Torrence S Farmer

Who Needs What Explanation? How User Traits Affect Explanation Effectiveness in AI-Assisted Decision-Making

Can personalized AI explanations improve human-AI team performance? Motivated by research on individual differences in cognitive science, we examine whether user characteristics influence the effectiveness of AI explanations in AI-assisted decision making. We study this question through preregistered experiments in…