Everyday Ethics for Artificial Intelligence
Everyday Ethics for Artificial Intelligence
? Copyright IBM Corp. 2014, 2015, 2016, 2017, 2018, 2019
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This report is intended for general guidance only. It is not intended to be a substitute for detailed research or the exercise of professional judgment. IBM shall not be responsible for any loss whatsoever sustained by any organization or person who relies on this publication.
Acknowledgements
Francesca Rossi AI Ethics Global Leader, Distinguished Research Staff Member, IBM Research
Anna Sekaran IBM Program Lead, Cognitive Computing, Academic Initiatives & Public Affairs
Jim Spohrer Director of Cognitive OpenTech at IBM
Ryan Caruthers IBM Design Principal, Visual Design
Everyday Ethics for Artificial Intelligence
IBM Design Program Office
If you have questions, comments or suggestions please email edethics@us. to contribute to this effort. Adam Cutler IBM Distinguished Designer, IBM Design for AI Milena Pribi Advisory Designer, IBM Design for AI Lawrence Humphrey Designer, IBM Design for AI
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Table of Contents
Using this Document
06
Introduction
08
Five Areas of Ethical Focus 10
Accountability
14
Value Alignment
20
Explainability
26
Fairness
32
User Data Rights
40
Closing
46
References
48
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"You can use an eraser on the drafting table or a sledgehammer on the construction site."
? Frank Lloyd Wright
This document represents the beginning of a conversation defining Everyday Ethics for AI. Ethics must be embedded in the design and development process from the very beginning of AI creation.
Rather than strive for perfection first, we're releasing this to allow all who read and use this to comment, critique and participate in all future iterations.
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So please experiment, play, use, and break what you find here and send us your feedback.
Designers and developers of AI systems are encouraged to be aware of these concepts and seize opportunities to intentionally put these ideas into practice. As you work with your team and others, please share this guide with them.
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