1 Introduction to Mind Design III 1

Carl F. Craver and Colin Klein

PART I COMPUTERS, COMPUTING, AND COMPUTATION 5

2 What Is Mind Design? 11

John Haugeland

3 Computer Science as Empirical Inquiry: Symbols and Search 35

Allen Newell and Herbert A. Simon

4 Vision 59

David Marr

5 The Analog Alternative 71

Corey J. Maley

PART II WHAT IS INTELLIGENCE? 93

6 Computing Machinery and Intelligence 101

Alan M. Turing

7 On Our Best Behaviour 125

Hector J. Levesque

8 Rationality and Intelligence 139

Stuart J. Russell

9 Central Systems 159

Jerry A. Fodor

10 Why AI Is Harder than We Think 175

Melanie Mitchell

PART III INTENTIONALITY AND UNDERSTANDING 189

11 True Believers: The Intentional Strategy and Why It Works 197

Daniel C. Dennett

12 Minds, Brains, and Programs 217

John R. Searle

13 Escaping from the Chinese Room 235

Margaret Boden

14 Computation and Content 249

Frances Egan

PART IV MODELING THE WORLD 267

15 Transformational Abstraction in Deep Neural Networks 275

Cameron Buckner

16 The Evaluative Mind 295

Julia Haas

17 Whatever Next? Predictive Brains, Situated Agents, and the Future of Cognitive Science 315

Andy Clark

18 Theoretical Impediments to Machine Learning with Seven Sparks from the Causal Revolution 343

Judea Pearl

PART V CONTRIBUTIONS FROM COGNITIVE NEUROSCIENCE 353

19 The Architecture of Mind: A Connectionist Approach 361

David E. Rumelhart

20 The Computational Brain 385

Patricia Churchland and Terrence Sejnowski

21 The Mind Is Not (Just) a System of Modules Shaped (Just) by Natural Selection 409

Fiona Cowie and James Woodward

PART VI BODY AND WORLD 431

22 Mind Embodied and Embedded 439

John Haugeland

23 Intelligence without Representation 465

Rodney A. Brooks

24 What Does Biorobotics Offer Philosophy? A Tale of Two Navigation Systems 487

Barbara Webb

Acknowledgments 501

Bibliography 507