Proceedings of the National Academy of Sciences, Volume 122, Issue 21, May 2025. SignificanceMistaken eyewitness identification is one of the leading causes of false convictions. Yet, no tool exists that assists law enforcement with distinguishing between reliable and unreliable eyewitness identifications. We show that the assistance …