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Hubert Dreyfus's views on artificial intelligence

Index Hubert Dreyfus's views on artificial intelligence

Hubert Dreyfus has been a critic of artificial intelligence research since the 1960s. [1]

80 relations: Adaptive unconscious, Alan Turing, Alchemy, Allen Newell, Amos Tversky, Artificial general intelligence, Artificial intelligence, Artificial neural network, Association for Computing Machinery, Blink: The Power of Thinking Without Thinking, Boolean algebra, Church–Turing thesis, Cognitive science, Commonsense knowledge (artificial intelligence), Computational intelligence, Computational theory of mind, Computer chess, Connectionism, Continental philosophy, Daniel Crevier, Daniel Kahneman, Dasein, Edward Feigenbaum, ELIZA, Embodied cognition, Epistemology, Evolutionary algorithm, Expert system, General Problem Solver, Gestalt psychology, Gilbert Ryle, HAL 9000, Hans Moravec, Heideggerian terminology, Herbert A. Simon, Hilary Putnam, History of artificial intelligence, Hubert Dreyfus, Jeff Hawkins, Jerry Fodor, John McCarthy (computer scientist), Joseph Weizenbaum, Knowledge, Mac Hack, Machine learning, Malcolm Gladwell, Management science, Martin Heidegger, Marvin Minsky, Massachusetts Institute of Technology, ..., Maurice Merleau-Ponty, Moravec's paradox, Neurology, Neuron, Nouvelle AI, On Intelligence, Ontology, Perception, Peter Norvig, Phenomenology (philosophy), Philosophy, Philosophy of artificial intelligence, Physical symbol system, RAND Corporation, Ray Kurzweil, Richard Greenblatt (programmer), Robotics, Rodney Brooks, Seymour Papert, Situated, Stuart Dreyfus, Stuart J. Russell, Symbolic artificial intelligence, The New Yorker, The Singularity Is Near, Thinking, Fast and Slow, Walter Pitts, Warren Sturgis McCulloch, William James, 20th-century philosophy. Expand index (30 more) »

Adaptive unconscious

The adaptive unconscious, first coined by Daniel Wagner in 2002, is described as a series of mental processes that is able to affect judgement and decision making, but is out of reach of the conscious mind.

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Alan Turing

Alan Mathison Turing (23 June 1912 – 7 June 1954) was an English computer scientist, mathematician, logician, cryptanalyst, philosopher, and theoretical biologist.

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Alchemy

Alchemy is a philosophical and protoscientific tradition practiced throughout Europe, Africa, Brazil and Asia.

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Allen Newell

Allen Newell (March 19, 1927 – July 19, 1992) was a researcher in computer science and cognitive psychology at the RAND Corporation and at Carnegie Mellon University’s School of Computer Science, Tepper School of Business, and Department of Psychology.

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Amos Tversky

Amos Nathan Tversky (עמוס טברסקי; March 16, 1937 – June 2, 1996) was a cognitive and mathematical psychologist, a student of cognitive science, a collaborator of Daniel Kahneman, and a figure in the discovery of systematic human cognitive bias and handling of risk.

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Artificial general intelligence

Artificial general intelligence (AGI) is the intelligence of a machine that could successfully perform any intellectual task that a human being can.

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Artificial intelligence

Artificial intelligence (AI, also machine intelligence, MI) is intelligence demonstrated by machines, in contrast to the natural intelligence (NI) displayed by humans and other animals.

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Artificial neural network

Artificial neural networks (ANNs) or connectionist systems are computing systems vaguely inspired by the biological neural networks that constitute animal brains.

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Association for Computing Machinery

The Association for Computing Machinery (ACM) is an international learned society for computing.

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Blink: The Power of Thinking Without Thinking

Blink: The Power of Thinking Without Thinking (2005) is Malcolm Gladwell's second book.

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Boolean algebra

In mathematics and mathematical logic, Boolean algebra is the branch of algebra in which the values of the variables are the truth values true and false, usually denoted 1 and 0 respectively.

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Church–Turing thesis

In computability theory, the Church–Turing thesis (also known as computability thesis, the Turing–Church thesis, the Church–Turing conjecture, Church's thesis, Church's conjecture, and Turing's thesis) is a hypothesis about the nature of computable functions.

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Cognitive science

Cognitive science is the interdisciplinary, scientific study of the mind and its processes.

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Commonsense knowledge (artificial intelligence)

In artificial intelligence research, commonsense knowledge consists of facts about the everyday world, such as "Lemons are sour", that all humans are expected to know.

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Computational intelligence

The expression computational intelligence (CI) usually refers to the ability of a computer to learn a specific task from data or experimental observation.

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Computational theory of mind

In philosophy, the computational theory of mind (CTM) refers to a family of views that hold that the human mind is an information processing system and that cognition and consciousness together are a form of computation.

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Computer chess

Computer chess is a game of computer architecture encompassing hardware and software capable of playing chess autonomously without human guidance.

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Connectionism

Connectionism is an approach in the fields of cognitive science, that hopes to represent mental phenomena using artificial neural networks.

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Continental philosophy

Continental philosophy is a set of 19th- and 20th-century philosophical traditions from mainland Europe.

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Daniel Crevier

Daniel Crevier (born 1947) is a Canadian entrepreneur and artificial intelligence and image processing researcher.

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Daniel Kahneman

Daniel Kahneman (דניאל כהנמן; born March 5, 1934) is an Israeli-American psychologist notable for his work on the psychology of judgment and decision-making, as well as behavioral economics, for which he was awarded the 2002 Nobel Memorial Prize in Economic Sciences (shared with Vernon L. Smith).

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Dasein

Dasein is a German word that means "being there" or "presence" (German: da "there"; sein "being"), and is often translated into English with the word "existence".

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Edward Feigenbaum

Edward Albert "Ed" Feigenbaum (born January 20, 1936) is a computer scientist working in the field of artificial intelligence, and joint winner of the 1994 ACM Turing Award.

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ELIZA

ELIZA is an early natural language processing computer program created from 1964 to 1966 at the MIT Artificial Intelligence Laboratory by Joseph Weizenbaum.

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Embodied cognition

Embodied cognition is the theory that many features of cognition, whether human or otherwise, are shaped by aspects of the entire body of the organism.

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Epistemology

Epistemology is the branch of philosophy concerned with the theory of knowledge.

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Evolutionary algorithm

In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population-based metaheuristic optimization algorithm.

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Expert system

In artificial intelligence, an expert system is a computer system that emulates the decision-making ability of a human expert.

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General Problem Solver

General Problem Solver or G.P.S. is a computer program created in 1959 by Herbert A. Simon, J. C. Shaw, and Allen Newell intended to work as a universal problem solver machine.

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Gestalt psychology

Gestalt psychology or gestaltism (from Gestalt "shape, form") is a philosophy of mind of the Berlin School of experimental psychology.

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Gilbert Ryle

Gilbert Ryle (19 August 1900 – 6 October 1976) was a British philosopher.

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HAL 9000

HAL 9000 is a fictional character and the main antagonist in Arthur C. Clarke's Space Odyssey series.

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Hans Moravec

Hans Peter Moravec (born November 30, 1948, Kautzen, Austria) is an adjunct faculty member at the Robotics Institute of Carnegie Mellon University.

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Heideggerian terminology

Martin Heidegger, the 20th-century German philosopher, produced a large body of work that intended a profound change of direction for philosophy.

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Herbert A. Simon

Herbert Alexander Simon (June 15, 1916 – February 9, 2001) was an American economist and political scientist whose primary interest was decision-making within organizations and is best known for the theories of "bounded rationality" and "satisficing".

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Hilary Putnam

Hilary Whitehall Putnam (July 31, 1926 – March 13, 2016) was an American philosopher, mathematician, and computer scientist, and a major figure in analytic philosophy in the second half of the 20th century.

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History of artificial intelligence

The history of Artificial Intelligence (AI) began in antiquity, with myths, stories and rumors of artificial beings endowed with intelligence or consciousness by master craftsmen; as Pamela McCorduck writes, AI began with "an ancient wish to forge the gods." The seeds of modern AI were planted by classical philosophers who attempted to describe the process of human thinking as the mechanical manipulation of symbols.

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Hubert Dreyfus

Hubert Lederer Dreyfus (October 15, 1929 – April 22, 2017) was an American philosopher and professor of philosophy at the University of California, Berkeley.

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Jeff Hawkins

Jeffrey Hawkins (born June 1, 1957) is the American founder of Palm Computing (where he invented the PalmPilot) and Handspring (where he invented the Treo).

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Jerry Fodor

Jerry Alan Fodor (April 22, 1935 – November 29, 2017) was an American philosopher and cognitive scientist.

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John McCarthy (computer scientist)

John McCarthy (September 4, 1927 – October 24, 2011) was an American computer scientist and cognitive scientist.

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Joseph Weizenbaum

Joseph Weizenbaum (8 January 1923 – 5 March 2008) was a German-American computer scientist and a professor at MIT.

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Knowledge

Knowledge is a familiarity, awareness, or understanding of someone or something, such as facts, information, descriptions, or skills, which is acquired through experience or education by perceiving, discovering, or learning.

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Mac Hack

Mac Hack is a computer chess program written by Richard D. Greenblatt.

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Machine learning

Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

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Malcolm Gladwell

Malcolm Timothy Gladwell (born September 3, 1963) is an English-born Canadian journalist, author, and speaker.

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Management science

Management science (MS), is the broad interdisciplinary study of problem solving and decision making in human organizations, with strong links to management, economics, business, engineering, management consulting, and other sciences.

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Martin Heidegger

Martin Heidegger (26 September 188926 May 1976) was a German philosopher and a seminal thinker in the Continental tradition and philosophical hermeneutics, and is "widely acknowledged to be one of the most original and important philosophers of the 20th century." Heidegger is best known for his contributions to phenomenology and existentialism, though as the Stanford Encyclopedia of Philosophy cautions, "his thinking should be identified as part of such philosophical movements only with extreme care and qualification".

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Marvin Minsky

Marvin Lee Minsky (August 9, 1927 – January 24, 2016) was an American cognitive scientist concerned largely with research of artificial intelligence (AI), co-founder of the Massachusetts Institute of Technology's AI laboratory, and author of several texts concerning AI and philosophy.

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Massachusetts Institute of Technology

The Massachusetts Institute of Technology (MIT) is a private research university located in Cambridge, Massachusetts, United States.

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Maurice Merleau-Ponty

Maurice Merleau-Ponty (14 March 1908 – 3 May 1961) was a French phenomenological philosopher, strongly influenced by Edmund Husserl and Martin Heidegger.

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Moravec's paradox

Moravec's paradox is the discovery by artificial intelligence and robotics researchers that, contrary to traditional assumptions, high-level reasoning requires very little computation, but low-level sensorimotor skills require enormous computational resources.

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Neurology

Neurology (from νεῦρον (neûron), "string, nerve" and the suffix -logia, "study of") is a branch of medicine dealing with disorders of the nervous system.

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Neuron

A neuron, also known as a neurone (British spelling) and nerve cell, is an electrically excitable cell that receives, processes, and transmits information through electrical and chemical signals.

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Nouvelle AI

Nouvelle artificial intelligence (AI) is an approach to artificial intelligence pioneered in the 1980s by Rodney Brooks, who was then part of MIT artificial intelligence laboratory.

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On Intelligence

On Intelligence: How a New Understanding of the Brain will Lead to the Creation of Truly Intelligent Machines is a 2004 book by Palm Pilot-inventor Jeff Hawkins with New York Times science writer Sandra Blakeslee.

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Ontology

Ontology (introduced in 1606) is the philosophical study of the nature of being, becoming, existence, or reality, as well as the basic categories of being and their relations.

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Perception

Perception (from the Latin perceptio) is the organization, identification, and interpretation of sensory information in order to represent and understand the presented information, or the environment.

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Peter Norvig

Peter Norvig (born December 14, 1956) is an American computer scientist.

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Phenomenology (philosophy)

Phenomenology (from Greek phainómenon "that which appears" and lógos "study") is the philosophical study of the structures of experience and consciousness.

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Philosophy

Philosophy (from Greek φιλοσοφία, philosophia, literally "love of wisdom") is the study of general and fundamental problems concerning matters such as existence, knowledge, values, reason, mind, and language.

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Philosophy of artificial intelligence

The philosophy of artificial intelligence attempts to answer such questions as follows.

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Physical symbol system

A physical symbol system (also called a formal system) takes physical patterns (symbols), combining them into structures (expressions) and manipulating them (using processes) to produce new expressions.

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RAND Corporation

RAND Corporation ("Research ANd Development") is an American nonprofit global policy think tank created in 1948 by Douglas Aircraft Company to offer research and analysis to the United States Armed Forces.

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Ray Kurzweil

Raymond Kurzweil (born February 12, 1948) is an American author, computer scientist, inventor and futurist.

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Richard Greenblatt (programmer)

Richard D. Greenblatt (born December 25, 1944) is an American computer programmer.

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Robotics

Robotics is an interdisciplinary branch of engineering and science that includes mechanical engineering, electronics engineering, computer science, and others.

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Rodney Brooks

Rodney Allen Brooks (born 30 December 1954) is an Australian roboticist, Fellow of the Australian Academy of Science, author, and robotics entrepreneur, most known for popularizing the actionist approach to robotics.

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Seymour Papert

Seymour Aubrey Papert (February 29, 1928 – July 31, 2016) was a South African-born American mathematician, computer scientist, and educator, who spent most of his career teaching and researching at MIT.

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Situated

In artificial intelligence and cognitive science, the term situated refers to an agent which is embedded in an environment.

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Stuart Dreyfus

A native of Terre Haute, Indiana, Stuart E. Dreyfus is Professor Emeritus at University of California, Berkeley in the Industrial Engineering and Operations Research Department.

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Stuart J. Russell

Stuart Jonathan Russell (born 1962) is a computer scientist known for his contributions to artificial intelligence.

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Symbolic artificial intelligence

Symbolic artificial intelligence is the term for the collection of all methods in artificial intelligence research that are based on high-level "symbolic" (human-readable) representations of problems, logic and search.

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The New Yorker

The New Yorker is an American magazine of reportage, commentary, criticism, essays, fiction, satire, cartoons, and poetry.

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The Singularity Is Near

The Singularity Is Near: When Humans Transcend Biology is a 2005 non-fiction book about artificial intelligence and the future of humanity by inventor and futurist Ray Kurzweil.

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Thinking, Fast and Slow

Thinking, Fast and Slow is a best-selling book published in 2011 by Nobel Memorial Prize in Economic Sciences laureate Daniel Kahneman.

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Walter Pitts

Walter Harry Pitts, Jr. (23 April 1923 – 14 May 1969) was a logician who worked in the field of computational neuroscience.

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Warren Sturgis McCulloch

Warren Sturgis McCulloch (November 16, 1898 – September 24, 1969) was an American neurophysiologist and cybernetician, known for his work on the foundation for certain brain theories and his contribution to the cybernetics movement.

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William James

William James (January 11, 1842 – August 26, 1910) was an American philosopher and psychologist, and the first educator to offer a psychology course in the United States.

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20th-century philosophy

20th-century philosophy saw the development of a number of new philosophical schools—including logical positivism, analytic philosophy, phenomenology, existentialism, and poststructuralism.

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Redirects here:

Alchemy and AI, Alchemy and Artificial Intelligence, Dreyfus' critique of AI, Dreyfus' critique of artificial intelligence, Mind Over Machine, What Computers Can't Do, What Computers Still Can't Do.

References

[1] https://en.wikipedia.org/wiki/Hubert_Dreyfus's_views_on_artificial_intelligence

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