Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems

Responsible artificial intelligence (AI) issues often occur at the system level, crosscutting many system components and the entire software engineering lifecycle. We summarize design patterns that can be embedded into AI systems as product features to contribute to responsible-AI-by-design.

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Bibliographic Details
Published in:IEEE software 2023-05, Vol.40 (3), p.63-71
Main Authors: Lu, Qinghua, Zhu, Liming, Xu, Xiwei, Whittle, Jon
Format: Article
Language:English
Subjects:
Artificial intelligence
Bills of materials
Data models
Digital twins
Ethics
Life cycle engineering
Product design
Product specifications
Software engineering
Switches
Task analysis
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Description
Summary:Responsible artificial intelligence (AI) issues often occur at the system level, crosscutting many system components and the entire software engineering lifecycle. We summarize design patterns that can be embedded into AI systems as product features to contribute to responsible-AI-by-design.
ISSN:0740-7459
1937-4194
DOI:10.1109/MS.2022.3233582