Autorentext

HALA NELSON is a Lebanese-American mathematician, co-founder of digital twin company MI2MR, and a leading voice at the intersection of AI, mathematical modeling, and cybersecurity. She authored Essential Math for AI, translated into multiple languages. Her advisory work spans technology companies, critical infrastructure, and the Department of Defense. She is Professor of Mathematics and an elected Fellow of the Spades Institute.

Inhalt

Preface xxi

Part 1 AI-native Digital Twins 1
Chapter 1 Digital Twins and Humans 3
Chapter 2 When AI Powers Digital Twins 19
Chapter 3 AI Agents Within Digital Twins 45

Part 2 Infrastructure and Security Requirements 87
Chapter 4 AI Data Centers 91
Chapter 5 Energy Infrastructure for AI at Scale 101
Chapter 6 A Standard of Care for AI-powered Digital Twins 109
Chapter 7 Cybersecurity 123

Part 3 Engineering 141
Chapter 8 AI Engineering 143
Chapter 9 Hardware Layer and Supply Chain 171
Chapter 10 Communication Networks and Graphs 185
Chapter 11 Data Engineering 197
Chapter 12 System Design 221
Chapter 13 Mathematical Modeling and Computation 235
Chapter 14 Engineering for Longevity 257
Chapter 15 The Quantum Realm, Computation, and Consciousness 269

Part 4 Humans, Purpose, and Business 283
Chapter 16 AI and Data Strategy 285
Chapter 17 Business, Bubbles, and Human-centered Philosophy 291

Appendix: Full Engineering Architecture Expanded 303

Resources and Influences 311

About the Author 315

Index 317