The Revolutions Of Scientific Structure

The Revolutions Of Scientific Structure

by Colin G Hales
ISBN-10:
9814616249
ISBN-13:
9789814616249
Pub. Date:
08/28/2014
Publisher:
World Scientific Publishing Company, Incorporated
ISBN-10:
9814616249
ISBN-13:
9789814616249
Pub. Date:
08/28/2014
Publisher:
World Scientific Publishing Company, Incorporated
The Revolutions Of Scientific Structure

The Revolutions Of Scientific Structure

by Colin G Hales
$124.0
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Overview

This book discusses two main cultural problems behind the failure of machine consciousness and artificial general intelligence (AGI) projects over many decades. The first problem recognizes that building a conscious AGI means building an artificial scientist. The book identifies the responsible pitfalls in mainstream scientific behavior and eliminates them by proposing a new operational framework for scientists called “Dual Aspect Science”.The second problem arises because scholars involved in machine consciousness and AGI essentially aim to replicate brains with computers. They are demonstrably not doing this, and this failure has been prevalent since the rise of computers. Instead, the book discusses the possibility of doing real empirical neuroscience by means of artificial materials that literally do what the brain does.Inspired by Thomas Kuhn, one of the most influential philosophers of science of the twentieth century, this compendium proposes a fresh perspective on machine consciousness, on AGI and, more generally, on how the machinery of science might need to change to accommodate it.

Product Details

ISBN-13: 9789814616249
Publisher: World Scientific Publishing Company, Incorporated
Publication date: 08/28/2014
Series: Series On Machine Consciousness , #3
Pages: 344
Product dimensions: 5.90(w) x 9.10(h) x 0.90(d)

Table of Contents

Dedication v

Preface vii

Contents xi

List of Tables xvii

List of Figures xix

Chapter 1 Preamble 1

1.1 Reading this book: The quick way 9

Chapter 2 Introduction 11

2.1 Descriplion(what) vs. explanation(why) 17

Chapter 3 Consciousness 19

3.1 The modern scientific perspective on consciousness 19

3.2 Objectivity and the First-person perspective (1PP) 28

3.3 The science of consciousness 31

3.4 Other consciousness aspects 35

3.4.1 Unconscious processing, skills and novelty 35

3.4.2 Attention 35

3.4.3 Higher order consciousness 36

3.4.4 The 'self' 37

3.4.5 Primary consciousness 37

3.5 Summary 37

Chapter 4 The Route to Normal Science 41

4.1 An aside: The philosophy ⇒ science transition in the science of consciousness 47

4.2 The taboo 51

4.3 Summary 55

Chapter 5 'Normal' Science 57

5.1 Normal science as paradigmatic science 58

5.2 Puzzle solving as normal science 60

5.3 Paradigms and scientific behaviour as tacit knowledge 63

5.4 The 'Law of Scientific Behaviour' - the first steps 66

5.5 Summary 74

Chapter 6 The Great Blockage 77

6.1 Scientific behaviour and world-view gestalt 78

6.2 Manifestations of blockage #1 - science 83

6.2.1 Ok. Enough 91

6.3 Manifestations of blockage #2 - engineering 93

6.4 Summary 97

Chapter 7 Cultural Learning Theory for Scientists 99

7.1 Introduction 99

7.2 The existing intersubjectivity-based learning framework 101

7.3 Attributes of a more general model 102

7.4 Definitions: Implicit, explicit and reportable models 106

7.5 A more generalised learning framework 107

7.6 The upgraded model: Discussion 115

7.7 Science, Scientific behaviour, scientific learning & self-governance 119

7.8 Summary 121

Chapter 8 The 'Law of Scientific Behaviour' 123

8.1 Scientific behaviour and the scientific paradigm 127

8.2 Down to business: tA 128

8.3 Causality, apparent causality and tn 36

8.4 Statement dynamics 140

8.5 Statements and objectivity 142

8.6 Statements and 'law', 'theory' and the like 142

8.7 Fake science 143

8.8 Robot science 146

8.9 Alien science '48

8.10 Zombie science 150

8.11 The post-zombie science apocalypse 154

8.12 Letting it settle in 155

8.13 Summary 156

Chapter 9 The Biology of Belief: Statement Formation 159

9.1 Dynamical systems 159

9.2 Non-stationary systems 162

9.3 Pendulum 'statements' in phase space, and its generalisation 164

9.4 Nonsense statements 167

9.5 More on the dynamics of changes in dynamics 172

9.6 Associative memory and the state trajectory 172

9.7 Induction - problem solved (again) 173

9.8 The mathematics of statement dynamics as belief dynamics 175

9.9 Lets stretch things a little further 180

9.10 P-consciousness within the state trajectory 180

9.11 Tokens, language and meaning 181

9.12 Building it 183

9.13 Homework 184

9.14 Summary 184

Chapter 10 Hierarchy, Emergence and Causality 187

10.1 Aside: Causality (causation) vs. critical dependency 191

10.2 The second aspect: A fundamental challenge 191

10.3 Causality, the 'Ghost in the Machine' 198

10.4 Dynamic Hierarchies 208

10.5 Dissapative and lossless dynamic hierarchies 209

10.6 Hierarchy change dynamics (dynamical agency) 211

10.7 Emergence: Redux 213

10.8 Final preparation - establishing nomenclature 215

10.9 Cognitive agency 218

10.10 Summary 220

Chapter 11 Dual Aspect Science 223

11.1 Motivating a new science framework 223

11.2 What is the fundamental character of the contents of set T'? 227

11.3 What is the behaviour ts that populates set T'? 227

11.4 Empirical implementation 228

11.5 The DAS framework: Overview 231

11.6 Practical exploration of set T': The natural cellular automaton 233

11.7 P-consciousness and the CA 236

11.8 More on the structure/appearance divide 239

11.9 The natural CA 243

11.10 Formal systems, the natural CA and DAS 245

11.11 The uniqueness of set T' 246

11.12 Alien structure-aspect science 247

11.13 Qualification and implementation of DAS 248

11.14 Physical and material 248

11.15 DAS and the ultimate questions 249

11.16 We're already doing it: The T' structure-aspect in existing literature 250

11.17 Theories of everything (TOE) 251

11.18 Miscellaneous issues 252

11.19 Summary 253

Chapter 12 Scientifically Testing for Consciousness 257

12.1 The paradigmatic doubt 259

12.2 Existing tests 260

12.3 The 'P-consciousness Test' (PCT) 263

12.4 Volition and the PCT 265

12.5 Embodiment and physical implementation 265

12.6 PCT overall strategy 267

12.7 'Radical novelty' and its forms 269

12.7.1 Communication as problem solving 269

12.7.2 Mirroring as problem solving 269

12.7.3 Mirrors and problem solving 270

12.7.4 Hardware intervention 270

12.8 PCT overall execution logistics- single trial 270

12.8.1 Stage 1 - The reward room 271

12.8.2 Stage 2 - The science room 271

12.8.3 Stage 3 - Return to the reward room 272

12.9 S(·) passes the PCT. What next? 274

Chapter 13 The Kuhnian Take: Wrapping Up 277

13.1 Anomaly and the signs of science revolution 277

13.2 The DAS aftermath: A preemptive postscript 284

13.3 Summary 294

Chapter 14 Machine Consciousness and DAS 295

14.1 Schism making 101 296

14.2 The tacit schism in neuromorphic engineering 297

14.3 Empirical science, theoretical science, replication, emulation and essential physics 298

14.4 Essential physics ⇔ consciousness entanglement 301

14.5 Emulation-based AGI 302

14.6 The blockage 302

14.7 The various blind persons and the elephant in the room 303

14.7.1 "The brain is an information processor" (not) 303

14.7.2 "But we are replicating!" (not) 304

14.7.3 "Replication involves biological cells" (not) 305

14.7.4 "Fridges have brains" (not) 305

14.8 Real replication (it's all electromagnetism) 306

14.9 Signing off 307

Bibliography 311

Index 317

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