December 2023
Intermediate to advanced
320 pages
8h 29m
English
book
Responsible AI: Best Practices for Creating Trustworthy AI Systems
by CSIRO, Qinghua Lu, Jon Whittle, Xiwei Xu, Liming Zhu
Content preview from Responsible AI: Best Practices for Creating Trustworthy AI Systems
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4
Multi-Level Governance Patterns for Responsible AI
The governance of AI that enables responsible AI (RAI) encompasses the structures, processes, and mechanisms that ensure the development and use of AI systems align with AI principles, AI standards, and existing and upcoming laws. As illustrated in Figure 4.1, we have identified a range of RAI governance patterns and classified them into industry-level governance patterns, organization-level governance patterns, and team-level governance patterns, following Shneiderman’s classification.1 Please note that the patterns are not arranged following a specific order. The selection of patterns can be based on the pattern users, context, and problem description. Additionally, AI risk assessment tools, ...
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