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 Post subject: The mystery of expertise
Post #1 Posted: Sun Dec 25, 2011 2:03 pm 
Judan
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In 'Incognito', Random House 2011, David Eagleman wrote:
The mystery of expertise
There is a looming chasm between what your brain knows and what your mind is capable of accessing. Consider the simple act of changing lanes while driving a car. Try this: Close your eyes, grip an imaginary steering wheel, and go through the motions of a lane change. Imagine that you are driving in the left lane and you would like to move over to the right lane. Before reading on, actually try it.

It’s a fairly easy task, right? I’m guessing that you held the steering wheel straight, then banked it over to the right for a moment, and then straightened it out again. No problem.

Like almost everyone else, you got it completely wrong. The motion of turning the wheel rightward for a bit, then straightening it out again would steer you off the road: you just piloted a course from the left lane onto the sidewalk. The correct motion for changing lanes is banking the wheel to the right, then back through the center, and continuing to turn the wheel just as far to the left side, and only then straightening out. Don’t believe it? Verify it for yourself when you’re next in the car. It’s such a simple motor task that you have no problem accomplishing it in your daily driving. But when forced to access it consciously, you’re flummoxed.

The lane-changing example is one of a thousand. You are not consciously aware of the vast majority of your brain’s ongoing activities, nor would you want to be—it would interfere with the brain’s well-oiled processes. The best way to mess up your piano piece is to concentrate on your fingers; the best way to get out of breath is to think about your breathing; the best way to miss the golf ball is to analyze your swing. This wisdom is apparent even to children, and we find it immortalized in poems such as “The Puzzled Centipede”:

A centipede was happy quite,
Until a frog in fun
Said, “Pray tell which leg comes after which?”
This raised her mind to such a pitch,
She lay distracted in the ditch
Not knowing how to run.


The ability to remember motor acts like changing lanes is called procedural memory, and it is a type of implicit memory—meaning that your brain holds knowledge of something that your mind cannot explicitly access. Riding a bike, tying your shoes, typing on a keyboard, and steering your car into a parking space while speaking on your cell phone are examples of this. You execute these actions easily but without knowing the details of how you do it. You would be totally unable to describe the perfectly timed choreography with which your muscles contract and relax as you navigate around other people in a cafeteria while holding a tray, yet you have no trouble doing it. This is the gap between what your brain can do and what you can tap into consciously.

The concept of implicit memory has a rich, if little-known, tradition. By the early 1600s, René Descartes had already begun to suspect that although experience with the world is stored in memory, not all memory is accessible. The concept was rekindled in the late 1800s by the psychologist Hermann Ebbinghaus, who wrote that “most of these experiences remain concealed from consciousness and yet produce an effect which is significant and which authenticates their previous existence.”

To the extent that consciousness is useful, it is useful in small quantities, and for very particular kinds of tasks. It’s easy to understand why you would not want to be consciously aware of the intricacies of your muscle movement, but this can be less intuitive when applied to your perceptions, thoughts, and beliefs, which are also final products of the activity of billions of nerve cells. We turn to these now.

Chicken Sexers and Plane Spotters

When chicken hatchlings are born, large commercial hatcheries usually set about dividing them into males and females, and the practice of distinguishing gender is known as chick sexing. Sexing is necessary because the two genders receive different feeding programs: one for the females, which will eventually produce eggs, and another for the males, which are typically destined to be disposed of because of their uselessness in the commerce of producing eggs; only a few males are kept and fattened for meat. So the job of the chick sexer is to pick up each hatchling and quickly determine its sex in order to choose the correct bin to put it in. The problem is that the task is famously difficult: male and female chicks look exactly alike.

Well, almost exactly. The Japanese invented a method of sexing chicks known as vent sexing, by which experts could rapidly ascertain the sex of one-day-old hatchlings. Beginning in the 1930s, poultry breeders from around the world traveled to the Zen-Nippon Chick Sexing School in Japan to learn the technique.

The mystery was that no one could explain exactly how it was done. It was somehow based on very subtle visual cues, but the professional sexers could not say what those cues were. They would look at the chick’s rear (where the vent is) and simply seem to know the correct bin to throw it in.

And this is how the professionals taught the student sexers. The master would stand over the apprentice and watch. The student would pick up a chick, examine its rear, and toss it into one bin or the other. The master would give feedback: yes or no. After weeks on end of this activity, the student’s brain was trained to a masterful—albeit unconscious—level.

Meanwhile, a similar story was unfolding oceans away. During World War II, under constant threat of bombings, the British had a great need to distinguish incoming aircraft quickly and accurately. Which aircraft were British planes coming home and which were German planes coming to bomb? Several airplane enthusiasts had proved to be excellent “spotters,” so the military eagerly employed their services. These spotters were so valuable that the government quickly tried to enlist more spotters—but they turned out to be rare and difficult to find. The government therefore tasked the spotters with training others.

It was a grim attempt. The spotters tried to explain their strategies but failed. No one got it, not even the spotters themselves. Like the chicken sexers, the spotters had little idea how they did what they did—they simply saw the right answer.

With a little ingenuity, the British finally figured out how to successfully train new spotters: by trial-and-error feedback. A novice would hazard a guess and an expert would say yes or no. Eventually the novices became, like their mentors, vessels of the mysterious, ineffable expertise.


The Knowledge Gap

There can be a large gap between knowledge and awareness. When we examine skills that are not amenable to introspection, the first surprise is that implicit memory is completely separable from explicit memory: You can damage one without hurting the other.

Consider patients with anterograde amnesia, who cannot consciously recall new experiences in their lives. If you spend an afternoon trying to teach them the video game Tetris, they will tell you the next day that they have no recollection of the experience, that they have never seen this game before—and, most likely, that they have no idea who you are, either. But if you look at their performance on the game the next day, you’ll find that they have improved exactly as much as nonamnesiacs. Implicitly their brains have learned the game: The knowledge is simply not accessible to their consciousness. (Interestingly, if you wake up an amnesic patient during the night after he has played Tetris, he’ll report that he was dreaming of colorful falling blocks but will have no idea why.)

Of course, it’s not just sexers and spotters and amnesiacs who enjoy unconscious learning. Essentially everything about your interaction with the world rests on this process. You may have a difficult time putting into words the characteristics of your father’s walk, or the shape of his nose, or the way he laughs—but when you see someone who walks, looks, or laughs the way he does, you know it immediately.

Flexible Intelligence

One of the most impressive features of brains—and especially human brains—is the flexibility to learn almost any kind of task that comes their way. Give an apprentice the desire to impress his master in a chicken-sexing task and his brain devotes its massive resources to distinguishing males from females. Give an unemployed aviation enthusiast a chance to be a national hero and his brain learns to distinguish enemy aircraft from local flyboys. This flexibility of learning accounts for a large part of what we consider human intelligence. While many animals are properly called intelligent, humans distinguish themselves in that they are so flexibly intelligent, fashioning their neural circuits to match the task at hand. It is for this reason that we can colonize every region on the planet, learn the local language we’re born into, and master skills as diverse as playing the violin, high-jumping, and operating space shuttle cockpits.

The Liar in Your Head

On December 31, 1974, Supreme Court Justice William O. Douglas was debilitated by a stroke that paralyzed his left side and confined him to a wheelchair. But Justice Douglas demanded to be checked out of the hospital on the grounds that he was fine. He declared that reports of his paralysis were “a myth.” When reporters expressed skepticism, he invited them to join him for a hike, a move interpreted as absurd. He even claimed to be kicking football field goals with his paralyzed leg. As a result of this apparently delusional behavior, Douglas was dismissed from his seat on the Supreme Court.

What Douglas experienced is called anosognosia. This term describes a total lack of awareness about an impairment. It’s not that Justice Douglas was lying—his brain actually believed that he could move just fine. But shouldn’t the contradicting evidence alert those with anosognosia to a problem? It turns out that alerting the system to contradictions relies on particular brain regions, especially one called the anterior cingulate cortex. Because of these conflict-monitoring regions, incompatible ideas will result in one side or another’s winning: The brain either constructs a story that makes them compatible or ignores one side of the debate. In special circumstances of brain damage, this arbitration system can be damaged, and then conflict can cause no trouble to the conscious mind.

Now Batting: Your Subconscious

On August 20, 1974, in a game between the California Angels and the Detroit Tigers, The Guinness Book of Records clocked Nolan Ryan’s fastball at 100.9 miles per hour. If you work the numbers, you’ll see that Ryan’s pitch departs the mound and crosses home plate—60 feet, 6 inches away—in four-tenths of a second. This gives just enough time for light signals from the baseball to hit the batter’s eye, work through the circuitry of the retina, activate successions of cells along the loopy superhighways of the visual system at the back of the head, cross vast territories to the motor areas, and modify the contraction of the muscles swinging the bat. Amazingly, this entire sequence is possible in less than four-tenths of a second; otherwise no one would ever hit a fastball. But even more surprising is that conscious awareness takes longer than that: about half a second. So the ball travels too rapidly for batters to be consciously aware of it.

One does not need to be consciously aware to perform sophisticated motor acts. You can notice this when you begin to duck from a snapping tree branch before you are aware that it’s coming toward you, or when you’re already jumping up when you first become aware of a phone’s ring. The conscious mind is not at the center of the action in the brain.


We are playing pair go all the time.

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 Post subject: Re: The mystery of expertise
Post #2 Posted: Sun Dec 25, 2011 6:07 pm 
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Post #3 Posted: Sun Dec 25, 2011 7:49 pm 
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Thanks, Joaz. Chicken sexers and certain brain damage conditions were also mentioned in the book
"Moonwalking with Einstein: The Art and Science of Remembering Everything"
by Joshua Foer (Penguin Press, March 3, 2011).

Some of differences between the "conscious" and "non-conscious" minds
have been known to certain people for a very long time.
For example, warriors had known certain important concepts and techniques for thousands of years --
much more ancient than modern neuro-sciences.
And in a way, their knowledge was very scientific: they had to bet their lives on it, sometimes daily --
if they were wrong, they were dead, literally cut in half.
Later on during more peaceful times, fortunately, some of this knowledge was passed on
from masters to disciples of certain martial arts.
(As well as to other professional athletes: pro basketball players, pro baseball players,
pro tennis players, pro skiers, F-1 drivers, pro golfers, etc.)
Musicians, too, of course. And many other fields of human "expertise". :)

It is fantastic that modern science is trying to understand the same stuff
that the ancient masters knew, from new angles (neurobiology, molecular biology, etc.)

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 Post subject: Re: The mystery of expertise
Post #4 Posted: Sun Dec 25, 2011 8:15 pm 
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Joaz Banbeck wrote:
It’s not that Justice Douglas was lying—his brain he actually believed that he could move just fine.
Fixed that for Mr. Eagleman.

iirc, chicken sexers do their task via smell--they can perform it while blindfolded.

While I'm adding these little notes, the lane changing example is a bit weird. Sitting here on my couch, it's not at all clear whether I am normally conscious of how I move the steering wheel in order to change lanes while driving. It may be that I'm often conscious of it while driving, but lack a clear memory of them when it comes to describe the task.

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 Post subject: Re: The mystery of expertise
Post #5 Posted: Sun Dec 25, 2011 11:19 pm 
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hyperpape wrote:
While I'm adding these little notes, the lane changing example is a bit weird. Sitting here on my couch, it's not at all clear whether I am normally conscious of how I move the steering wheel in order to change lanes while driving. It may be that I'm often conscious of it while driving, but lack a clear memory of them when it comes to describe the task.


More to the point, when you change lanes you're getting feedback as you do it. Whether the necessary know-how was a smooth muscle reflex, like gagging, or a conscious process of deliberation, you could still cause huge problems if you steered a car, a boat, and pick-up truck in exactly the same way. But just because you need feedback to do something properly doesn't mean there's no conscious thought involved.

OTOH, I personally can never remember which one is the brake and which is the accelerator until I'm driving, which I find rather creepy.

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Post #6 Posted: Tue Dec 27, 2011 3:44 am 
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Would the conclusion be that one could reach nearly professional strength by memorizing (or replaying) thousands of pro games? Or would it take tens of thousands of games since the complexity is much higher than choosing between two options?


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 Post subject: Re: The mystery of expertise
Post #7 Posted: Tue Dec 27, 2011 7:35 am 
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There is a very important middle ground here. The sort of expertise where the making of an expert decision isn't concious prior but if asked about it afterwards can be described in rational terms.

Many years ago (decades now) an experiment was conducted on methods of learning programming. The only one that showed clear superiority was to have 1-3 "students" given the description of the problem to be solved along with an "expert" also given the problem description and then the "students" got to sit at the experts shoulders as he (or she) coded a solution. With the rule that at any time a student could tap the expert on the shoulder to ask "why did you do it that way?". The point is that the expert was making many choices based upon experience, what would be safer, more flexible, easier to test, etc. but that these were more or less automatic with little to no conscious thought. But if asked the expert could explain why (why that way was safer, more flexible, easier to test, etc.)

Unfortunately a rather expensive teaching method more akin to apprenticeship under a master.


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 Post subject: Re: The mystery of expertise
Post #8 Posted: Tue Dec 27, 2011 8:10 am 
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Mike Novack wrote:
There is a very important middle ground here. The sort of expertise where the making of an expert decision isn't concious prior but if asked about it afterwards can be described in rational terms.

Many years ago (decades now) an experiment was conducted on methods of learning programming. The only one that showed clear superiority was to have 1-3 "students" given the description of the problem to be solved along with an "expert" also given the problem description and then the "students" got to sit at the experts shoulders as he (or she) coded a solution. With the rule that at any time a student could tap the expert on the shoulder to ask "why did you do it that way?". The point is that the expert was making many choices based upon experience, what would be safer, more flexible, easier to test, etc. but that these were more or less automatic with little to no conscious thought. But if asked the expert could explain why (why that way was safer, more flexible, easier to test, etc.)

Unfortunately a rather expensive teaching method more akin to apprenticeship under a master.


This reminds me of the old "Gekkan Gogaku" magazine published by, I believe, the Kansai Kiin up to about 20 years ago. When I first came to Japan it was my favorite. The lead article was an analysis of a professional game. The point was that this month the magazine published the game that would be analyzed next month. Then the readers wrote in their questions and the pro writing the commentary that month selected 10-15 questions that would be analyzed in next month's issue. It was much more helpful than constantly looking at the game through the eyes of the pros. Amateurs typically do not notice what pros see as the key points in a game and pros typically do not notice the questions that baffle amateurs.

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Post #9 Posted: Tue Dec 27, 2011 8:39 am 
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Mike Novack wrote:
There is a very important middle ground here. The sort of expertise where the making of an expert decision isn't concious prior but if asked about it afterwards can be described in rational terms.

Many years ago (decades now) an experiment was conducted on methods of learning programming. The only one that showed clear superiority was to have 1-3 "students" given the description of the problem to be solved along with an "expert" also given the problem description and then the "students" got to sit at the experts shoulders as he (or she) coded a solution. With the rule that at any time a student could tap the expert on the shoulder to ask "why did you do it that way?". The point is that the expert was making many choices based upon experience, what would be safer, more flexible, easier to test, etc. but that these were more or less automatic with little to no conscious thought. But if asked the expert could explain why (why that way was safer, more flexible, easier to test, etc.)

Unfortunately a rather expensive teaching method more akin to apprenticeship under a master.


That's what I have been trying to get with the initiation of Malkovich and Big Brother games.

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