Explainable AI improves task performance in human–AI collaboration

Abstract Artificial intelligence (AI) provides considerable opportunities to assist human work. However, one crucial challenge of human–AI collaboration is that many AI algorithms operate in a black-box manner where the way how the AI makes predictions remains opaque. This makes it difficult for hum...

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Principais autores:	Julian Senoner, Simon Schallmoser, Bernhard Kratzwald, Stefan Feuerriegel, Torbjørn Netland
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2024-12-01
Serija:	Scientific Reports
Teme:	Explainable AI Task performance Decision-making Human-centered AI Human–AI collaboration
Online dostop:	https://doi.org/10.1038/s41598-024-82501-9
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