It comes down to us not having proper mental models of what machines can and cannot do.” Researchers at the University of Pennsylvania have dubbed this “algorithm aversion.” In a 2014 study, participants were asked to observe a computer and a human make predictions about the future, such as how a student would perform based on past test scores.