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Mind Design III: Philosophy, Psychology, and Artificial Intelligence (Mind Design, 3)

✍ Scribed by John Haugeland (editor), Carl F. Craver (editor), Colin Klein (editor)


Publisher
The MIT Press
Year
2023
Tongue
English
Leaves
313
Edition
3
Category
Library

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✦ Synopsis


The essential reader on the philosophical foundations and implications of artificial intelligence, now comprehensively updated for the twenty-first century.

In the quarter century since the publication of John Haugeland’s
Mind Design II, computer scientists have hit many of their objectives for successful artificial intelligence. Computers beat chess grandmasters, driverless cars navigate streets, autonomous robots vacuum our homes, and ChatGPT answers existential queries in iambic pentameter on command. Engineering has made incredible strides. But have we made progress in understanding and building minds? Comprehensively updated by Carl Craver and Colin Klein to reflect the astonishing ubiquity of machine learning in modern life, Mind Design IIIoffers an essential collection of classic and contemporary essays on the philosophical foundations and implications of artificial intelligence. Contributions from a diverse range of philosophers and computer scientists address the nature of computation, the nature of thought, and the question of whether computers can be made to think. With extensive new material reflecting the explosive growth and diversification of AI approaches, this classic reader equips students to assess the possibility of, and progress toward, building minds out of computers.

New edition highlights:

  • New chapters on advances in deep neural networks, reinforcement learning, and causal learning
  • New material on the complementary intersection of neuroscience and AI
  • Organized thematically rather than chronologically
  • Brand new introductions to each section that include suggestions for coursework and further reading

✦ Table of Contents


1Introduction to Mind Design III
Carl F. Craver and Colin Klein
PART ICOMPUTERS, COMPUTING, AND COMPUTATION
2What Is Mind Design?
John Haugeland
3Computer Science as Empirical Inquiry: Symbols and Search
Allen Newell and Herbert A. Simon
4Vision
David Marr
5The Analog Alternative
Corey J. Maley
PART IIWHAT IS INTELLIGENCE?
6Computing Machinery and Intelligence
Alan M. Turing
7On Our Best Behaviour
Hector J. Levesque
8Rationality and Intelligence
Stuart J. Russell
9Central Systems
Jerry A. Fodor
10Why AI Is Harder than We Think
Melanie Mitchell
PART IIIINTENTIONALITY AND UNDERSTANDING
11True Believers: The Intentional Strategy and Why It Works
Daniel C. Dennett
12Minds, Brains, and Programs
John R. Searle
13Escaping from the Chinese Room
Margaret Boden
14Computation and Content
6
Frances Egan
PART IVMODELING THE WORLD
15Transformational Abstraction in Deep Neural Networks
Cameron Buckner
16The Evaluative Mind
Julia Haas
17Whatever Next? Predictive Brains, Situated Agents, and the Future of Cognitive Science
Andy Clark
18Theoretical Impediments to Machine Learning with Seven Sparks from the Causal Revolution
Judea Pearl
PART VCONTRIBUTIONS FROM COGNITIVE NEUROSCIENCE
19The Architecture of Mind: A Connectionist Approach
David E. Rumelhart
20The Computational Brain
Patricia Churchland and Terrence Sejnowski
21The Mind Is Not (Just) a System of Modules Shaped (Just) by Natural Selection
Fiona Cowie and James Woodward
PART VIBODY AND WORLD
22Mind Embodied and Embedded
John Haugeland
23Intelligence without Representation
Rodney A. Brooks
24What Does Biorobotics Offer Philosophy? A Tale of Two Navigation Systems
Barbara Webb
Acknowledgments
Bibliography


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