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About markotesic.org
We explore some of the undesirable effects of providing explanations of AI systems to human users and ways to mitigate such effects. We show how providing counterfactual explanations of AI systems’ predictions unjustifiably changes people’s beliefs about causal relationships in the real world. We also show how health warning style messaging can prevent such a change in beliefs.
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