Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI

Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI

Artificial intelligence (AI) systems hold great promise as decision-support tools, but we must be able to identify and understand their inevitable mistakes if they are to fulfill this potential. This is particularly true in domains where the decisions are high-stakes, such as law, medicine, and the...

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Bibliographic Details
Main Authors: Richard Tomsett, Alun Preece, Dave Braines, Federico Cerutti, Supriyo Chakraborty, Mani Srivastava, Gavin Pearson, Lance Kaplan
Format: Article
Language:English
Published: Elsevier 2020-07-01
Series:Patterns
Subjects:
AI
artificial intelligence
machine learning
trust
interpretability
explanation
Online Access:http://www.sciencedirect.com/science/article/pii/S266638992030060X

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http://www.sciencedirect.com/science/article/pii/S266638992030060X

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