The study of human-machine systems is central to a variety of behavioral and engineering
disciplines, including management science, human factors, robotics, and human-computer
interaction. Recent advances in artificial intelligence (AI) and machine learning have
brought the study of human-AI teams into sharper focus. An important set of questions for
those designing human-AI interfaces concerns trust, transparency, and error tolerance.
Here, we review the emerging literature on this important topic, identify open questions, and …