Human Uncertainty in Concept-Based AI Systems

Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga +6

Placing a human in the loop may abate the risks of deploying AI systems in safety-critical settings (e.g., a clinician working with a medical AI system). However, mitigating risks…