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Contents 1 Introduction The Sin of Frankenstein Brave New World Back to the Present Critiquing Artificial Reason 2 The Road to Intelligence Predicting AI The Most Dangerous Game Human See, Human Do Creativity 3 Cybernetics The War in the Air Feedback and Homeostasis Putting it All Together The Strange Death of Cybernetics The Remains of Cybernetics Estimation and Control Theory Information Theory Computational Neuroscience Neural Networks Computers Artificial Intelligence Philosophy of Mind What We Lost 4 Symbolic AI: the Golden Age The Turing Test Eliza Logic LISP Predicting Machines Computers and Thought Semantic Information Processing Semantic nets Frames SHRDLU AM and Eurisko 5 Diaspora Computing Power Common Lisp Formalist Float Fuzzy Language Symbol Grounding Competence 6 The New Synthesis In the Name of Science The Proper Study Evolutionary psychology Computational Theory of Mind Massive Modularity A Mass of Modules Renaissance 7 Beyond Human Ken? Universal intelligence The Case Against Universality The Argument from Animals The Argument from Experience The Argument from Inductive Bias The Case for Universality Algorithmic Probability The Argument from Biological Self-reproduction The Argument from Evolution The Subjective Argument The Argument from Human Uniqueness The Argument from the Scientific Community Conclusions Implications 8 Autogeny The Metaphorical Man Mind Children Learning in AI Grasp Formalist Float and Autogeny Where We Stand 9 Representation and Search Search Representation Representations in AI Logic and Semantic Networks Bayesian inference Evidence Grids Bayesian networks Limits to Growth n-Spaces and Hill Climbing Biased random walks Utility-Guided Search Universal AI 10 Fun and Games Chess Go Soccer Global Thermonuclear War The Prisoners' Dilemma Newcomb's Problem Superrationality Iterated Prisoner's Dilemma 11 Design and Learning Multi-level design Evolution-based search Bayesian Credit Assignment Economics-based search Planning and Programming Design 12 Analogy and Perception Structure Matching Top-down Representation Copycat and the Fargitecture Herding Cats Lost in Space Case-Based Reasoning Associative Processing 13 Design for a Brain Methodology Robot 1 Robot 1.1 Robot 2 Dimensionality Modularization Robot 3 Servo with a Simile Analogical Quadrature Autogeny 14 An Economy of Mind Language Abstraction Hierarchies Active Interpretation Higher-level Architecture, with Feedback Common Sense The Marketplace of Ideas Chunking and the Firm Homunculi in the Middle And a Star to Steer Her By 15 Kinds of Minds Hypohuman AI Diahuman AI Parahuman AI Allohuman AI Epihuman AI Hyperhuman AI 16 When Why What How Software Hardware Who The Military Universities Industry Laboratories Start-ups and Open Source Where When Business as Usual Breakthrough 17 Philosophical Extrapolations Dualism The Computational Stance Free Will Symbols and Meaning Machines and Meaning Consciousness Sentience Self-awareness Qualia Attention The Unity of Experience Folk Psychology Emotions 18 Evolutionary Ethics What Morals Are Memetic Ethics Variation Classical Ethics Types of Ethical Theory The Pursuit of Eudaimonia Golden Rules Utilitarianism The Veil of Ignorance The Moral Epistemology of the Scottish Enlightenment Contracts Heterogeneous Ethics 19 Asimov's Three Laws of Robotics Three Laws: Unsafe? They wouldn't work They would work too well They would be unfair to the robots They won't be implemented Asenian architecture Id Ego Superego Closing the Circle Rational Fools 20 The Age of Virtuous Machines Ethical AIs Hard Take-off Moral Mechanisms The bad news: The good news: Artificial Moral Agency Theological Interlude Hyperhuman Morality Why the Future Doesn't Need Us Age of Reason 21 Profiles of the Future Singularity Things to Come The Machines Might Just Take Over They Might Just Crowd Us Out Instead Politics Might Squelch the Revolution The Easy Life Might Spoil Humans We Might Turn into Weird Icky Cyborgs Frankenstein Redux
Library of Congress Subject Headings for this publication:
Artificial intelligence.
Conscious automata.
Cognitive science.