Why Machines Will Never Rule the World : Artificial Intelligence without Fear (Paperback)

Foreword 1.Introduction 1.1 The Singularity1.2 Approach1.3 Limits to the modelling of animate nature1.4 The AI hype cycle1.5 Why machines will not inherit the earth1.6 How to read this book Part I: Properties of the human mind 2. The human mind2.1 Basic characteristics of the human mind2.2 The mind-body problem: Monism and its varieties3. Human and machine intelligence3.1 Capabilities and dispositions3.2 Intelligence3.3 AI and human intelligence4.The nature of human language4.1 Why conversation matters4.2 Aspects of human language5. The variance and complexity of human language5.1 Conversations: An overview5.2 Levels of language production and interpretation5.3 Conversation contexts5.4 Discourse economy: implicit meaning5.5 Structural elements of conversation5.6 How humans pass the Turing test 6. Social and ethical behaviour6.1 Can we engineer social capabilities?6.2 Intersubjectivity6.3 Social norms6.4 Moral norms6.5 PowerPart II: The limits of mathematical models7. Complex systems7.1 Models7.2 Computability7.3 Systems7.4 The scope of extended Newtonian mathematics7.5 Complex systems7.6 Examples of complex systems8. Mathematical models of complex systems8.1 Multivariate distributions8.2 Deterministic and stochastic computable system models8.3 Newtonian limits of stochastic models of complex systems8.4 Descriptive and interpretative models of complex systems8.5 Predictive models of complex systems8.6 Naive approaches to complex system modelling8.7 Refined approaches8.8 The future of complex system modellingPart III: The limits and potential of AI9. Why there will be no machine intelligence9.1 Brain emulation and machine evolution9.2 Intentions and drivenness9.3 Consciousness9.4 Philosophy of mind, computation and AI9.5 Objectifying intelligence and theoretical thinking10. Why machines will not master human language10.1 Language as a necessary condition for AGI10.2 Why machine language production always falls short10.3 AI conversation emulation10.4 Mathematical models of human conversations10.5 Why conversation machines are doomed to fail11. Why machines will not master social interaction11.1 No AI emulation of social behaviour11.2 AI and legal norms11.3 No machine emulation of morality12. Digital immortality12.1 Infinity stones12.2 What is a mind?12.3 Transhumanism12.4 Back to Bostrom13. AI spring eternal13.1 AI for non-complex systems13.2 AI for complex systems Glossary13.3 AI boundaries . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29113.4 How AI will change the world . . . . . . . . . . . . . . . . . . . 293