Learning When Not to Decide: A Framework for Overcoming Factual Presumptuousness in AI Adjudication

Mohamed Afane, Emily Robitschek, Derek Ouyang +1

A well-known limitation of AI systems is presumptuousness: the tendency of AI systems to provide confident answers when information may be lacking. This challenge is particularly a…