Movements in
cognitive science are considered to be post-cognitivist if they are opposed to or move beyond the
cognitivist theories posited by
Noam Chomsky
Avram Noam Chomsky (born December 7, 1928) is an American public intellectual: a linguist, philosopher, cognitive scientist, historian, social critic, and political activist. Sometimes called "the father of modern linguistics", Chomsky is ...
,
Jerry Fodor
Jerry Alan Fodor (; April 22, 1935 – November 29, 2017) was an American philosopher and the author of many crucial works in the fields of philosophy of mind and cognitive science. His writings in these fields laid the groundwork for the mo ...
,
David Marr, and others.
Postcognitivists challenge tenets within cognitivism, including ontological
dualism
Dualism most commonly refers to:
* Mind–body dualism, a philosophical view which holds that mental phenomena are, at least in certain respects, not physical phenomena, or that the mind and the body are distinct and separable from one another
** ...
,
representational realism, that cognition is independent of processes outside the mind and nervous system, that the electronic computer is an appropriate analogy for the mind, and that cognition occurs only within individuals.
Researchers who have followed post-cognitive directions include
Hubert Dreyfus,
Gregory Bateson
Gregory Bateson (9 May 1904 – 4 July 1980) was an English anthropologist, social scientist, linguist, visual anthropologist, semiotician, and cyberneticist whose work intersected that of many other fields. His writings include '' Steps to a ...
,
Bradd Shore,
Jerome Bruner
Jerome Seymour Bruner (October 1, 1915 – June 5, 2016) was an American psychologist who made significant contributions to human cognitive psychology and cognitive learning theory in educational psychology. Bruner was a senior research fellow at ...
,
Vittorio Guidano,
Humberto Maturana and
Francisco Varela.
Hubert Dreyfus' critique of cognitivism
Using the principles of
Martin Heidegger
Martin Heidegger (; ; 26 September 188926 May 1976) was a German philosopher who is best known for contributions to phenomenology, hermeneutics, and existentialism. He is among the most important and influential philosophers of the 20th centu ...
's philosophy, Dreyfus has been critical of cognitivism from the beginning. Despite continued resistance by old-school philosophers of cognition, he felt vindicated by the growth of new approaches. When Dreyfus' ideas were first introduced in the mid-1960s, they were met with ridicule and outright hostility. By the 1980s, however, many of his perspectives were rediscovered by researchers working in
robotics
Robotics is an interdisciplinarity, interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist human ...
and the new field of
connectionism
Connectionism refers to both an approach in the field of cognitive science that hopes to explain mind, mental phenomena using artificial neural networks (ANN) and to a wide range of techniques and algorithms using ANNs in the context of artificial ...
—approaches now called "
sub-symbolic" because they eschew early
artificial intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machine
A machine is a physical system using Power (physics), power to apply Force, forces and control Motion, moveme ...
(AI) research's emphasis on high level symbols. Historian and AI researcher
Daniel Crevier writes: "time has proven the accuracy and perceptiveness of some of Dreyfus's comments." Dreyfus said in 2007 "I figure I won and it's over—they've given up."
In ''Mind Over Machine'' (1986), written during the heyday of
expert systems
In artificial intelligence, an expert system is a computer system emulating the decision-making ability of a human expert.
Expert systems are designed to solve complex problems by reasoning through bodies of knowledge, represented mainly as if� ...
, Dreyfus analyzed the difference between human expertise and the programs that claimed to capture it. This expanded on ideas from ''What Computers Can't Do'', where he had made a similar argument criticizing the "
cognitive simulation" school of AI research practiced by
Allen Newell and
Herbert A. Simon in the 1960s.
Dreyfus argued that human problem solving and expertise depend on our background sense of the context, of what is important and interesting given the situation, rather than on the process of searching through combinations of possibilities to find what we need. Dreyfus would describe it in 1986 as the difference between "knowing-that" and "knowing-how", based on Heidegger's distinction of
present-at-hand and
ready-to-hand.
[ and se]
From Socrates to Expert Systems
The "knowing-how"/"knowing-that" terminology was introduced in the 1950s by philosopher Gilbert Ryle.
Knowing-that is our conscious, step-by-step problem-solving abilities. We use these skills when we encounter a difficult problem that requires us to stop, step back and search through ideas one at a time. At moments like this, the ideas become very precise and simple: they become context-free symbols, which we manipulate using logic and language. These are the skills that Newell and Simon had demonstrated with both psychological experiments and computer programs. Dreyfus agreed that their programs adequately imitated the skills he calls "knowing-that".
Knowing-how, on the other hand, is the way we deal with things normally. We take actions without using conscious symbolic reasoning at all, as when we recognize a face, drive ourselves to work, or find the right thing to say. We seem to simply jump to the appropriate response, without considering any alternatives. This is the essence of expertise, Dreyfus argued: when our intuitions have been trained to the point that we forget the rules and simply "size up the situation" and react.
The human sense of the situation, according to Dreyfus, is based on our goals, our bodies, and our culture—all of our unconscious intuitions, attitudes, and knowledge about the world. This "context" or "background" (related to Heidegger's
Dasein
''Dasein'' () (sometimes spelled as Da-sein) is the German word for 'existence'. It is a fundamental concept in the existential philosophy of Martin Heidegger. Heidegger uses the expression ''Dasein'' to refer to the experience of being that is ...
) is a form of knowledge that is not stored in our brains symbolically, but intuitively in some way. It affects what we notice and what we do not, what we expect, and what possibilities we do not consider: we discriminate between what is essential and inessential. The things that are inessential are relegated to our "fringe consciousness" (borrowing a phrase from
William James
William James (January 11, 1842 – August 26, 1910) was an American philosopher, historian, and psychologist, and the first educator to offer a psychology course in the United States.
James is considered to be a leading thinker of the la ...
): the millions of things we are aware of but are not really thinking about right now.
Dreyfus did not believe that AI programs, as they were implemented in the 1970s and 1980s, could capture this "background" or do the kind of fast problem solving that it allows. He argued that our unconscious knowledge could ''never'' be captured symbolically. If AI could not find a way to address these issues, then it was doomed to failure, an exercise in "tree climbing with one's eyes on the moon."
Examples of postcognitivist thinking
*
Action-specific perception
*
Activity theory
Activity theory (AT; russian: link=no, Теория деятельности) is an umbrella term for a line of eclectic social-sciences theories and research with its roots in the Soviet psychological activity theory pioneered by Sergei Rubinst ...
*
Autopoiesis
*
Direct realism
*
Distributed cognition
*
Discursive psychology
*
Dynamicism
*
Ecological psychology
Ecological psychology is the scientific study of perception-action from a direct realist approach. Ecological psychology is a school of psychology that follows much of the writings of Roger Barker and James J. Gibson. Those in the field of Eco ...
*
Embodied cognition
Embodied cognition is the theory that many features of cognition, whether human or otherwise, are shaped by aspects of an organism's entire body. Sensory and motor systems are seen as fundamentally integrated with cognitive processing. The cogni ...
*
Embodied embedded cognition
Embodied embedded cognition (EEC) is a philosophical theoretical position in cognitive science, closely related to situated cognition, embodied cognition, embodied cognitive science and dynamical systems theory. The theory states that intellig ...
*
Enactivism
*
Group cognition
*
Neurophenomenology
*
Postcognitive psychology
*
Situated cognition Situated cognition is a theory that posits that knowing is inseparable from doing by arguing that all knowledge is situated in activity bound to social, cultural and physical contexts.
Under this assumption, which requires an epistemological shift ...
Notes
References
*Costall, A. and Still, A. (eds) (1987) ''Cognitive Psychology in Question''. Brighton: Harvester Press Ltd.
*Costall, A. and Still, A. (eds) (1991) ''Against Cognitivism: Alternative Foundations for Cognitive Psychology.'' New York: Harvester Wheatsheaf.
*Potter, J. (2000). "Post cognitivist psychology", ''Theory and Psychology, 10'', 31–37.
*Stahl, G. (2015). ''The group as paradigmatic unit of analysis: The contested relationship of CSCL to the learning sciences.'' In M. Evans, M. Packer & K. Sawyer (Eds.), The learning sciences: Mapping the terrain. Cambridge, UK: Cambridge University Press. Web: http://GerryStahl.net/pub/ls.pdf.
*Wallace, B., Ross, A., Davies, J.B., and Anderson, T. (2007) ''The Mind, The Body and the World: Psychology After Cognitivism.'' London: Imprint Academic.
*Witt, J. K. (2011). "Action's Effect on Perception", ''Current Directions in Psychological Sciences, 20'',201-206.
*Zielke, B. (2004) ''Kognition und soziale Praxis: Der Soziale Konstruktionismus und die Perspektiven einer postkognitivistischen Psychologie.'' Bielefeld: transcript.
Enactive cognition
Psychological schools
Psychological theories
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