Beyond Information: The Natural History Of Intelligence

1 Introduction.- Preamble.- The Need for a Science of Machine Intelligence.- Knowledge Engineering.- A Brief Overview of the Book.- Problems with Definitions.- What Is Information?.- What Is Intelligence?.- Intelligence: A Spectrum of Phenomena.- Intelligence: The Basic Definition.- Beyond Information: The Evolution of Intelligence.- 2 The Spectrum of Intelligence.- Human Intelligence.- Sub-human Intelligence.- Sub-human Self-consciousness.- Dolphin Intelligence.- Instinctive Behaviour.- Are Brains Necessary for Intelligent Behaviour?.- Is a Nervous System Necessary for Intelligent Behaviour?.- Intelligence in Biological Subsystems.- Proto-Intelligence.- Intelligence and the Control of the Environment.- 3 The Origin and Early Evolution of Intelligence.- The Preconditions for Intelligence.- Proto-Intelligent Systems.- Clay Minerals and the Origin of Life.- Plants: Advanced Biosystems.- The Collective Intelligence of Micro-organisms.- 4 The Evolution of Collective Intelligence in Animals.- Collective Intelligence in Insect Societies.- Social Ants.- The Collective Intelligence of Honey Bees.- The Collective Intelligence of Dolphins.- Social Intelligence vs Collective Intelligence.- The Origin of Societies.- The Emergence of Culture in Animals.- Communication and Collective Intelligence.- A Short Comment on Intelligence, Genes and Evolution.- 5 Information Technology, Collective Intelligence and the Evolution of Human Societies.- Cultural Evolution.- The Role of Information Technology in Cultural Evolution.- China and Europe: A Case Study in Collective Intelligence.- BP: Before Printing.- The Invention of Writing.- The Communicative Era.- The Emerging Global Nervous System.- The Emerging Global Brain.- 6 The Evolution of Machine Intelligence.- Early Machine Intelligence.- Calculators and Computers Prior to 1940.- The First to Fourth Generations of Computers.- The Fifth Generation and Other Developments.- Cryogenic and Superconducting Computers.- Optical and Biocomputers.- First to Fifth Generation Robots.- Braitenberg's Robots.- Ihnatowicz's Senstor.- Expert Systems.- Networks.- Computer Viruses: True Artificial Intelligence.- 7 Computers and the Human Brain.- A Critique of Logic.- Biological Paradigms for Computer Architecture.- Comparing Classical Computers with the Human Brain.- Edelman's Theory of "Neural Darwinism".- The Unlogical Revolution.- Hillis' Connection Machine.- Cellular Automata Machines.- Neural Network Computers.- Neural Network vs Classical Computers: A Summary.- Impact on Brain Research.- NN Computer Applications.- 8 The Future of Machine Intelligence.- Why Computers will Become Smarter than People.- Why Human Intelligence will Remain Ahead of Machine Intelligence for Some Time.- Turing's Test for Thinking Machines.- Combination and Recombination.- Loving Computers?.- The Need for a Limbic System.- Machine Intelligence and Pain.- Lying Computers?.- A Plea for Loving Computers.- The Merger of Human and Machine Intelligence.- The Merger of Individual Human and Machine Intelligence.- Alter Ego Computers.- The Global Brain.- Self-Replicating Robot Factories and the Origin of Life.- 9 Summary and Conclusion.- The Evolution of Information Processing Systems.- The Evolution of Intelligence: An Overview.- The Future of Intelligence.- The Super-Intelligence Imperative.- The Need for Education.- Concluding Remarks.- A Tribute to Teilhard de Chardin.