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The Cognitive Cost of Expertise (Mental vs. Spiritual Knowledge)

Home › Forum Online Discussion › Philosophy › The Cognitive Cost of Expertise (Mental vs. Spiritual Knowledge)

  • This topic has 1 reply, 2 voices, and was last updated 14 years, 10 months ago by Steven.
Viewing 2 posts - 1 through 2 (of 2 total)
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  • November 23, 2010 at 7:11 pm #35912

    Michael Winn

    note: this article is interesting. It reinforces Lao Tzu’s dictum about letting go of Knowledge, in order to gain wisdom. Wisdom requires flexibility, as the Life Force/Qi Field is always in flux, always creating….whereas intellectual knowledge is more fixed, memorized. I feel that qigong and inner alchemy keep your heart-mind flexibile, changing, dissolving, re-forming with the in-the-moment flow. The Present Moment is never fixed, and thus cannot be “learned”. – Michael

    THE COGNITIVE COST OF EXPERTISE
    By Jonah Lehrer
    Wired
    November 19, 2010

    http://nhne-pulse.org/the-cognitive-cost-of-expertise/

    http://www.wired.com/wiredscience/2010/11/the-cognitive-cost-of-expertise/

    In the 1940s, the Dutch psychologist Adrian de Groot performed a landmark
    study of chess experts. Although de Groot was an avid chess amateur — he
    belonged to several clubs — he grew increasingly frustrated by his
    inability to compete with more talented players. De Groot wanted to
    understand his defeats, to identify the mental skills that he was missing.
    His initial hypothesis was that the chess expert were blessed with a
    photographic memory, allowing them to remember obscure moves and exploit the
    minor mistakes of their opponents. De Groot’s first experiment seemed to
    confirm this theory: He placed twenty different pieces on a chess board,
    imitating the layout of a possible game. Then, de Groot asked a variety of
    chess players, from inexperienced amateurs to chess grandmasters, to quickly
    glance at the board and try to memorize the location of each piece. As the
    scientists expected, the amateurs drew mostly blanks. The grandmasters,
    however, easily reproduced the exact layout of the game. The equation seemed
    simple: memory equals talent.

    But then de Groot performed a second experiment that changed everything.
    Instead of setting the pieces in patterns taken from an actual chess game,
    he randomly scattered the pawns and bishops and knights on the board. If the
    best chess players had enhanced memories, then the location shouldn’t
    matter: a pawn was still a pawn. To de Groot’s surprise, however, the
    grandmaster edge now disappeared. They could no longer remember where the
    pieces had been placed.

    For de Groot, this failure was a revelation, since it suggested that talent
    wasn’t about memory — it was about perception. The grandmasters didn’t
    remember the board better than amateurs. Rather, they saw the board better,
    instantly translating the thirty-two chess pieces into a set of meaningful
    patterns. They didn’t focus on the white bishop or the black pawn, but
    instead grouped the board into larger strategies and structures, such as the
    French Defense or the Reti Opening.

    This mental process is known as “chunking” and it’s a crucial element of
    human cognition. As de Groot demonstrated, chess grandmasters automatically
    chunk the board into a set of known patterns, which allow them to instantly
    sort through the messy details of the game. And chunking isn’t just for
    chess experts: While reading this sentence, your brain is effortlessly
    chunking the letters, grouping the symbols into lumps of meaning. As a
    result, you don’t have to sound out each syllable, or analyze the phonetics;
    your literate brain is able to skip that stage of perception. This is what
    expertise is: the ability to rely on learned patterns to compensate for the
    inherent limitations of information processing in the brain. As George
    Miller famously observed, we can only consciously make sense of about seven
    bits of information (plus or minus two) at any given moment. Chunking allows
    us to escape this cognitive trap.

    Now for the bad news: Expertise might also come with a dark side, as all
    those learned patterns make it harder for us to integrate wholly new
    knowledge. Consider a recent paper that investigated the mnemonic
    performance of London taxi drivers. In the world of neuroscience, London
    cabbies are best known for their demonstration of structural plasticity in
    the hippocampus, a brain area devoted (in part) to spatial memory. Because
    the cabbies are required to memorize the entire urban map of London — it’s
    the most rigorous driving test in the world — their posterior hippocampi
    swell and expand, leading to permanent changes in the brain. Knowledge
    shapes matter.

    However, the same researchers that documented the expansion of the
    hippocampus are now documenting the tradeoffs of all that extra spatial
    information. The problem with our cognitive chunks is that they’re fully
    formed — an inflexible pattern we impose on the world — which means they
    tend to be resistant to sudden changes, such as a street detour in central
    London. They also are a practiced habit, and so we tend to rely on them even
    when they might not be applicable. (A chess grandmaster has to be careful
    about applying his chess chunks to checkers.) Here’s Christian Jarrett at
    the BPS Research Digest, summarizing this new experiment:

    “A second investigation tested their ability to learn unfamiliar routes that
    were integrated into familiar areas of London. At this task, the taxi
    drivers struggled compared with their performance when learning entirely new
    routes. Woollett and Maguire speculated that in this case the drivers’
    expertise was getting in the way of learning the new routes: ‘When presented
    with new information to learn that is similar to their existing knowledge,
    their poorer performance may reflect expert inflexibility and an inability
    to inhibit access to existing (and now competing) memory representations.’

    “This finding tallies with the real-life experiences of taxi drivers. For
    example, several of them reported struggling a few years ago to incorporate
    new layouts around the Canary Wharf district into their existing knowledge.”

    The larger lesson is that the brain is a deeply constrained thinking
    machine, full of cognitive tradeoffs and zero-sum constraints. Those chess
    professionals and London cabbies can perform seemingly superhuman mental
    feats, as they chunk their world into memorable patterns. However, those
    same talents make them bad at seeing beyond their chunks, at making sense of
    games and places they can’t easily understand.

    One of my favorite examples of such tradeoffs comes from the work of
    neuroscientist Stanislas Dehaene, who has helped illuminate the anatomy of
    reading in the brain. Not surprisingly, the ability to make sense of words
    takes up a significant chunk of the visual cortex, as brain cells previously
    devoted to object recognition get usurped by the alphabet. (Dehaene refers
    to this process as “neuronal recycling.”) Deheane also speculates that,
    while “learning to read induces massive cognitive gains,” it also comes with
    a hidden mental cost: because so much of our visual cortex is now devoted to
    literacy, we’re less able to “read” the details of the natural world. (Just
    imagine all the things you could notice if you couldn’t read this sentence.)
    So if you’re an expert, be proud: You’ve learned to perceive the world in a
    useful way. Your training has changed the structure of your brain. But don’t
    forget to think about your blind spots, about all those new patterns that
    you must struggle to see.

    November 23, 2010 at 8:01 pm #35913

    Steven
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