Consumers often make decisions based on the extremeness of choice alternatives. Prior research has argued that extremeness aversion is a function of the relational properties of choice alternatives and that the middle option, defined such that its attribute values are between the values of the...

Companies are increasingly adopting Artificial Intelligence (AI) today. Recently however debates started over the risk of human cognitive biases being replicated (and scaled) by AI. Research on biases in AI predicting consumer choice is incipient and focuses on observable biases. We provide a...

We propose a model of instrumental belief choice under loss aversion. When new information arrives, an agent is prompted to abandon her prior. However, potential posteriors may induce her to take actions that generate a lower utility in some states than actions induced by her prior. These losses...