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Responsible AI: Best Practices for Creating Trustworthy AI Systems

Responsible AI: Best Practices for Creating Trustworthy AI Systems

Paperback

General Computers

ISBN10: 0138073929
ISBN13: 9780138073923
Publisher: Addison-Wesley Professional
Published: Dec 29 2023
Pages: 320
Weight: 1.17
Height: 0.41 Width: 7.40 Depth: 9.09
Language: English
AI systems are solving real-world challenges and transforming industries, but there are serious concerns about how responsibly they operate on behalf of the humans that rely on them. Many ethical principles and guidelines have been proposed for AI systems, but they're often too 'high-level' to be translated into practice. Conversely, AI/ML researchers often focus on algorithmic solutions that are too 'low-level' to adequately address ethics and responsibility. In this timely, practical guide, pioneering AI practitioners bridge these gaps. The authors illuminate issues of AI responsibility across the entire system lifecycle and all system components, offer concrete and actionable guidance for addressing them, and demonstrate these approaches in three detailed case studies.

Writing for technologists, decision-makers, students, users, and other stake-holders, the topics cover:

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General Computers