Robust Artificial Intelligence and Robust Human Organizations

Every AI system is deployed by a human organization. In high risk applications, the combined human plus AI system must function as a high-reliability organization in order to avoid catastrophic errors. This short note reviews the properties of high-reliability organizations and draws implications fo...

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Bibliographic Details
Published in:arXiv.org 2018-11
Main Author: Dietterich, Thomas G
Format: Article
Language:English
Subjects:
Artificial intelligence
Organizations
Reliability
Online Access:Get full text
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Summary:Every AI system is deployed by a human organization. In high risk applications, the combined human plus AI system must function as a high-reliability organization in order to avoid catastrophic errors. This short note reviews the properties of high-reliability organizations and draws implications for the development of AI technology and the safe application of that technology.
ISSN:2331-8422