Written for an interdisciplinary audience, this book provides strikingly clear explanations of the many difficult technical and moral concepts central to discussions of ethics and AI. In particular, it serves as an introduction to the value alignment problem: that of ensuring that AI systems are aligned with the values of humanity. LaCroix redefines the problem as a structural one, showing students how many topics in AI ethics, from bias and fairness to transparency and opacity, can be understood as instances of the key problem of value alignment. Numerous case studies are presented throughout the book to highlight the significance of the issues at stake and to clarify the central role of the value alignment problem in the many ethical challenges facing the development and implementation of AI.
Artificial Intelligence and the Value Alignment Problem
A Philosophical Introduction
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Artificial Intelligence and the Value Alignment Problem
A Philosophical Introduction
List of Figures
List of Tables
List of Cases
Preface
Acknowledgments
I BASIC CONCEPTS
Introduction
- 1 A Brief History of Artificial Intelligence
- 2 Artificial Intelligence Today
- 3 The Value Alignment Problem
II AXES OF VALUE ALIGNMENT
- 4 Objectives
- 5 Information
- 6 Principals
III APPROACHES TO VALUE ALIGNMENT
- 7 AI Safety
- 8 Machine Ethics
IV MITIGATING MISALIGNMENT
- 9 Measuring Degrees of Alignment
- 10 Normativity and Language
- 11 Values and Value-Ladenness
- 12 Conclusion
V APPENDICES
- A Superintelligence and the Control Problem
- • Blends pedagogical and scholarly aims to create a text of use to researchers and students alike.
- • Clear explanations of both philosophical concepts and scientific matters make the text suitable for undergraduates from either humanities or science backgrounds.
- • Includes a helpful appendix on superintelligent AI and how it relates to the key issues of the book.
- • Companion site includes a database of case studies to aid student thinking about the many facets of the value alignment problem.
- • List of Cases provided within the book highlights key examples related to important chapter concepts.