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— CH. 1 · INTRODUCTION —

Hubert Dreyfus

~6 min read · Ch. 1 of 6
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  • Hubert Dreyfus walked into the RAND Corporation in 1964 with a commission that seemed routine: review the latest work in artificial intelligence. What he produced instead was a document described as "famously combative" that would make him one of the most controversial figures in American intellectual life for decades to come. How does a philosopher trained on the dense phenomenology of Edmund Husserl end up as the nemesis of the AI research community? And what did he actually believe computers could never do? Those questions sit at the center of a career that stretched from Terre Haute, Indiana, to the heights of UC Berkeley, from a single disappointing meeting with Martin Heidegger in Freiburg to a lecture course that climbed to the 58th most popular webcast on iTunes.

  • Dreyfus was born on the 15th of October 1929, in Terre Haute, Indiana, to Stanley S. and Irene Dreyfus. He arrived at Harvard in 1947, and his undergraduate trajectory was striking. His senior honors thesis tackled causality and quantum theory, with W. V. O. Quine serving as the main examiner. He graduated in 1951 with a B.A. summa cum laude, joined Phi Beta Kappa, and added a master's degree the following year.

    A Harvard Sheldon traveling fellowship sent him to the University of Freiburg from 1953 to 1954, and it was there that he managed to secure a meeting with Martin Heidegger. Sean D. Kelly later recorded that Dreyfus found the encounter disappointing. Dreyfus himself touched on the meeting during his 1987 BBC interview with Bryan Magee, in remarks that revealed something about both his own views and Heidegger's feelings toward the work of Jean-Paul Sartre.

    After Freiburg he pressed deeper into European philosophy. A Fulbright Fellowship took him to the Husserl Archives at the University of Louvain between 1956 and 1957. Near the end of that stay his first co-authored paper, "Curds and Lions in Don Quijote," appeared in print. He then taught at Brandeis University from 1957 to 1959 before a French government grant brought him to the Ecole Normale Superieure in Paris for 1959 to 1960.

  • MIT hired Dreyfus in 1960, first as an instructor, then elevating him to associate professor over the following years. He was still at MIT in 1964 when the RAND Corporation brought him in as a consultant to assess the progress of Allen Newell and Herbert A. Simon in artificial intelligence research. The resulting paper, "Alchemy and Artificial Intelligence," published in 1965, proved to be the opening salvo of a long campaign.

    The report earned its reputation for combativeness, and the AI community was not pleased. Dreyfus followed it with the first edition of What Computers Can't Do in 1972, a book that was eventually translated into at least ten languages and fixed his public identity as the field's foremost philosophical critic. A second edition appeared in 1979, and a third in 1992 under the retitled What Computers Still Can't Do.

    One persistent charge against Dreyfus was that he had predicted computers would never beat humans at chess. He was at pains to deny this. In Alchemy and Artificial Intelligence, he had written only about the state of the art as it then stood: that no chess program could yet play even amateur chess. Daniel Crevier, writing later, offered a partial vindication, noting that time had proven the accuracy and perceptiveness of some of Dreyfus's comments, while adding that had he framed them less aggressively, the constructive changes they implied might have been adopted far sooner.

  • Dreyfus's critique rested on identifying four assumptions he believed propped up the entire AI research program. He called the first two the biological and psychological assumptions. The biological assumption held that the brain is analogous to computer hardware and the mind to software. The psychological assumption held that the mind operates by performing discrete computations on discrete symbols according to algorithmic rules.

    Building on those two, he argued, were an epistemological assumption and an ontological one. The epistemological assumption was that all activity, whether by animate or inanimate objects, could be formalized in the form of predictive rules or laws. The ontological assumption was that reality consists entirely of a set of mutually independent, atomic facts.

    Taken together, these four assumptions led researchers to conclude that cognition is symbol manipulation and that human behavior is, in large part, context-free. Dreyfus drew directly on the phenomenological and hermeneutical tradition, and above all on Heidegger, to argue the opposite: that human being is highly context-bound. He did not deny that one can choose to view human activity as law-governed. His point was that the choice to see things that way does not make it an objective fact that they are. Any research program built on that mistake would, he believed, run into profound theoretical and practical problems.

    Dreyfus also argued that genuinely human-like intelligence would require a device to have a human-like being-in-the-world, a body broadly like ours, and social acculturation in a society broadly like ours. That view found echoes in embodied psychology researchers, in the work of George Lakoff and Mark Johnson, and among robotics researchers including Rodney Brooks and those working in artificial life.

  • In 1968, despite having been granted tenure at MIT, Dreyfus moved to the University of California, Berkeley, as an associate professor. The same year he arrived, he won the Harbison Prize for Outstanding Teaching. By 1972 he had been promoted to full professor.

    His Festschrift editors were careful to note that his critique of AI, however famous it became, was not the heart of his philosophical life. The study and interpretation of continental philosophers, they wrote, came first in the order of his philosophical interests and influences. His 1991 book Being-in-the-World offered a full commentary on Division I of Heidegger's Being and Time, and critics had long characterized his close reading of Heidegger with the nickname "Dreydegger."

    Dreyfus retired from his chair in 1994 but kept teaching in the Graduate School. From 1999 he also held a joint appointment in the rhetoric department. His last class ran in December 2016. In 2001 he was elected a fellow of the American Academy of Arts and Sciences. Erasmus University awarded him an honorary doctorate for his work in AI and his interpretation of twentieth-century continental philosophy.

    He died on the 22nd of April 2017. His younger brother Stuart, a professor emeritus of industrial engineering and operations research at UC Berkeley, was both a sibling and a sometime collaborator, co-authoring the 1986 book Mind Over Machine: The Power of Human Intuition and Expertise in the Era of the Computer.

Common questions

Who was Hubert Dreyfus and what was he known for?

Hubert Dreyfus was an American philosopher born on the 15th of October 1929, in Terre Haute, Indiana, who taught at the University of California, Berkeley. He was widely known for his sustained philosophical critique of artificial intelligence research and for his close reading of Martin Heidegger, which critics nicknamed "Dreydegger."

What four assumptions did Hubert Dreyfus criticize in artificial intelligence research?

Dreyfus identified four assumptions underlying AI research: the biological assumption (the brain is like hardware, the mind like software), the psychological assumption (the mind computes on discrete symbols), the epistemological assumption (all activity can be formalized in predictive rules), and the ontological assumption (reality consists of mutually independent atomic facts). He argued that because human behavior is context-bound, any research program built on these assumptions would face profound theoretical and practical problems.

What did Hubert Dreyfus argue computers would never be able to do?

Dreyfus argued that genuinely human-like intelligence requires a human-like being-in-the-world, a body broadly like ours, and social acculturation in a society like ours. He did not claim computers could never beat humans at chess; in Alchemy and Artificial Intelligence he only described the state of the art at the time, noting no chess program could yet play even amateur chess.

What was Hubert Dreyfus's most famous book about artificial intelligence?

What Computers Can't Do, first published in 1972, was Dreyfus's landmark critique of artificial intelligence and was eventually translated into at least ten languages. A second edition appeared in 1979 and a third in 1992 under the retitled What Computers Still Can't Do.

Where did Hubert Dreyfus teach and how long was his career at UC Berkeley?

Dreyfus joined the University of California, Berkeley, as an associate professor in 1968 and was promoted to full professor in 1972. He retired from his chair in 1994 but continued teaching in the Graduate School and the rhetoric department until his last class in December 2016, giving him a Berkeley career of nearly five decades.

Did Hubert Dreyfus ever meet Martin Heidegger in person?

Dreyfus met Heidegger during his time at the University of Freiburg from 1953 to 1954, while on a Harvard Sheldon traveling fellowship. Sean D. Kelly recorded that Dreyfus found the meeting disappointing, and Dreyfus touched on the encounter himself during his 1987 BBC interview with Bryan Magee.

All sources

31 references cited across the entry

  1. 1bookHeidegger's Hermeneutic Realism (1991)Oxford University Press — 2017-07-20
  2. 2bookHeidegger in AmericaMartin Woessner — Cambridge University Press — 2011
  3. 7bookHeidegger, authenticity, and modernityMIT Press — 2000
  4. 9bookThe Great Philosophers: An Introduction to Western PhilosophyBryan Magee — Oxford University Press — 1988
  5. 11journalCurds and Lions in Don Quijote a Study of Chapter 17, Book IIHubert L. Dreyfus et al. — 1957-06-01
  6. 12bookThe Dictionary of Modern American PhilosophersJohn R. Shook — Thoemmes Continuum — 2005
  7. 13thesisHusserl's phenomenology of perception: from transcendental to existential phenomenologyHubert L Dreyfus — 1963
  8. 15bookRisks of Artificial IntelligenceCRC Press - Chapman & Hall — 2015
  9. 16reportAlchemy and Artificial IntelligenceHubert L. Dreyfus — Rand Corporation — 1965
  10. 17webBook of Members, 1780-2010: Chapter DAmerican Academy of Arts and Sciences
  11. 18webHubert Dreyfus (1929-2017)Sean D. Kelly — 2017-04-24
  12. 19bookMind over machine: the power of human intuition and expertise in the era of the computerHubert L. Dreyfus et al. — The Free Press — 1988
  13. 20bookWhat computers still can't do: a critique of artificial reasonHubert L. Dreyfus — MIT Press — 1992
  14. 28journalReview of Retrieving RealismPaul A. Roth — 2015-11-16