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The Governance of Artificial Intelligence

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Paperback, blz. | Engels
Elsevier Science | e druk, 2026
ISBN13: 9780443363221
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Elsevier Science e druk, 2026 9780443363221
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Samenvatting

The Governance of Artificial Intelligence provides an essential approach to AI governance, including proactive and comprehensive strategies that efficiently balance innovation and ethical concerns. The book prioritizes social welfare and upholds human rights by maximizing the benefits of AI while reducing its negative aspects. Sections address the principles that govern artificial intelligence, data-related topics, AI algorithms, the issue of computing, applications, and AI governance. Throughout each section, the idea that it is essential to implement a versatile governance structure that incorporates several fields of study and encourages diversity is reinforced. Additionally, utilizing existing regulatory frameworks, ethical standards, and industry benchmarks is essential.

Moreover, the book maintains that it is crucial to integrate cooperation between governments, economic organizations, civil society, and the academic community under a multi-stakeholder framework to promote transparency, accountability, and public trust in AI systems. Because of the fast pace of technological progress, the opaqueness of AI algorithms, worries about bias and impartiality, the requirement for accountability in AI-based decisions, and the global nature of AI development and deployment, it is imperative to cultivate global cooperation in regulating AI as its impacts extend beyond national boundaries. AI governance involves establishing worldwide norms and standards that encourage coordinating governance efforts while recognizing cultural and geographical differences.

Specificaties

ISBN13:9780443363221
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Introduction<br><br>SECTION A. AI Values<br>2. Risk Identification and Mitigation: Performance Risk Quantification<br>3. Transparency: Accuracy vs Transparency<br>4. Fairness: Avoidable and Unavoidable Algorithmic Bias and Discrimination<br>5. Truth: Algorithmic Deception<br>6. Inclusion<br>7. Balancing risks and opportunities: Pareto Optimality<br><br>SECTION B. Data Governance CHAPTER 8. Data Acquisition<br>9. Cross-Border Data Flow<br>10. Synthetic Data<br>11. Data Analysis<br>12. Data Storage<br><br>SECTION C. Algorithmic Governance<br>13. Algorithmic Selection<br>14. Algorithmic Design<br>15. Algorithmic Training<br>16. Algorithmic Testing<br><br>SECTION D. Computing Governance<br>17. Semiconductor Chips<br>18. Edge AI<br>19. Cloud Computing<br>20. Ambient Computing<br>21. Quantum Computing<br>22. Computing Energy<br>23. Computing Water<br><br>SECTION E. Applications<br>24. Finance<br>25. Health<br>26. Conflicts<br><br>SECTION F. AI Governance<br>27. Human Behavior<br>28. Mechanisms<br>29. Policy and Regulations<br>30. AI Standards<br>31. AI Laws<br>32. Conclusion

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        The Governance of Artificial Intelligence