XAI

Trust and Reliance in XAI--Distinguishing Between Attitudinal and Behavioral Measures

Trust is often cited as an essential criterion for the effective use and real-world deployment of AI. Researchers argue that AI should be more transparent to increase trust, making transparency one of the main goals of XAI. Nevertheless, empirical …

Initial evidence for biased decision-making despite human-centered AI explanations

In explainable artificial intelligence (XAI) research, explainability is widely regarded as crucial for user trust in artificial intelligence (AI). However, empirical investigations of this assumption are still lacking. There are several proposals as …