Same Performance, Hidden Bias: Evaluating Hypothesis- and Recommendation-Driven AI

Michaela Benk, Tim Miller

The HCI community commonly evaluates decision support systems based on whether they improve task performance or promote appropriate user reliance. In this work, we look beyond deci…