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1 The Intelligence Error
-
Erik J. Larson
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Chapters in this book
- Frontmatter i
- CONTENTS vii
- Introduction 1
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Part I: THE SIMPLIFIED WORLD
- 1 The Intelligence Error 9
- 2 Turing at Bletchley 19
- 3 The Superintelligence Error 33
- 4 The Singularity, Then and Now 44
- 5 Natural Language Understanding 50
- 6 AI as Technological Kitsch 60
- 7 Simplifications and Mysteries 68
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Part II: THE PROBLEM OF INFERENCE
- 8 Don’t Calculate, Analyze 89
- 9 The Puzzle of Peirce (and Peirce’s Puzzle) 95
- 10 Problems with Deduction and Induction 106
- 11 Machine Learning and Big Data 133
- 12 Abductive Inference 157
- 13 Inference and Language I 191
- 14 Inference and Language II 204
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Part III: THE FUTURE OF THE MYTH
- 15 Myths and Heroes 237
- 16 AI Mythology Invades Neuroscience 245
- 17 Neocortical Theories of Human Intelligence 263
- 18 The End of Science? 269
- Notes 283
- Acknowledgments 301
- Index 303
Chapters in this book
- Frontmatter i
- CONTENTS vii
- Introduction 1
-
Part I: THE SIMPLIFIED WORLD
- 1 The Intelligence Error 9
- 2 Turing at Bletchley 19
- 3 The Superintelligence Error 33
- 4 The Singularity, Then and Now 44
- 5 Natural Language Understanding 50
- 6 AI as Technological Kitsch 60
- 7 Simplifications and Mysteries 68
-
Part II: THE PROBLEM OF INFERENCE
- 8 Don’t Calculate, Analyze 89
- 9 The Puzzle of Peirce (and Peirce’s Puzzle) 95
- 10 Problems with Deduction and Induction 106
- 11 Machine Learning and Big Data 133
- 12 Abductive Inference 157
- 13 Inference and Language I 191
- 14 Inference and Language II 204
-
Part III: THE FUTURE OF THE MYTH
- 15 Myths and Heroes 237
- 16 AI Mythology Invades Neuroscience 245
- 17 Neocortical Theories of Human Intelligence 263
- 18 The End of Science? 269
- Notes 283
- Acknowledgments 301
- Index 303