Challenges of Explaining the Behavior of Black-Box AI Systems

Pages: 259 - 278
Published: Dec 1, 2020
Abstract
There are many examples of problems resulting from inscrutable AI systems, so there is a growing need to be able to explain how such systems produce their outputs. Drawing on a case study at the Danish Business Authority, we provide a framework and recommendations for addressing the many challenges of explaining the behavior of black-box AI systems. Our findings will enable organizations to successfully develop and deploy AI systems without...
Paper Details
Title
Challenges of Explaining the Behavior of Black-Box AI Systems
Published Date
Dec 1, 2020
Pages
259 - 278
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