Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance

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Other Links: arxiv.org

Abstract:

Increasingly, organizations are pairing humans with AI systems to improve decision-making and reducing costs. Proponents of human-centered AI argue that team performance can even further improve when the AI model explains its recommendations. However, a careful analysis of existing literature reveals that prior studies observed improvem...More

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