Browsing LIF-SAFE Working Papers by Keyword "algorithmic transparency"
Now showing items 1-2 of 2
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Expl(AI)ned: The impact of explainable artificial intelligence on cognitive processes
(2021-06-25)This paper explores the interplay of feature-based explainable AI (XAI) techniques, information processing, and human beliefs. Using a novel experimental protocol, we study the impact of providing users with explanations ... -
Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies
(2021-04-20)We show that disclosing machine predictions to affected parties can trigger self-fulfilling prophecies. In an investment game, we experimentally vary investors’ and recipients’ access to a machine prediction about recipients’ ...