Wednesday, August 7, 2013

The Talent Code

    I actually read a book about talent.  It's kind of a surprising thing; although it's stuff that I would read, I rarely ever actually do read it.  Usually it's something I only do when I think about something that I'm sure I've heard of before and want to find something talking about it so I can post it here, something like that.  Anyway, this post will be about The Talent Code by Daniel Coyle.  If you couldn't have guessed, I don't intend to talk about the quality of the writing or how worthwhile of a read it is, or anything like that.  Who would be interested in knowing that?

    The importance of myelin, described as a neural insulator in the brain, is one of the main points.  The idea is that our actions are controlled by circuits of nerve fibers in the brain.  Now, that's the old idea, but the new part is the purpose of myelin.  Myelin insulates the nerve fibers, and more myelin insulating the circuit means the circuit operates more efficiently and accurately, which in turn means better performance in the corresponding action or skill.  It's importance is well summed up in this paragraph:
"Myelin is important for several reasons.  It's universal: everyone can grow it, most swiftly during childhood but also throughout life.  It's indiscriminate: its growth enables all manner of skills, mental and physical.  It's imperceptible: we can't see or feel it, and we can sense its increase only by its magical-seeming effects.  Most of all, however, myelin is important because it provides us with a vivid new model for understanding skill.  Skill is a cellular insulation that wraps neural circuits and that grows in response to certain signals."
    If this is all true, then it would be very strong support for something I've always believed: You can improve the functioning of your mind.  You can improve upon your ability to acquire new skills.  Through the effort of learning new skills, you create more myelin, which "enables all manner of skills."  It may not have to be a direct connection such as: to improve in a fighting game you have to be able to memorize combos which requires muscle memory, which means you could become better at playing the piano which also requires muscle memory.  It may be something much more powerful, something with much more broad applications: in mastering the skills required to play a fighting game, you are creating more myelin, which in turn makes you more capable of mastering any other skill you choose.

    The book brings up someone named Anders Ericsson who changed the way psychologists viewed memory.  Previously, it was believed that short-term memory had a limit of about 7 independent things, but now, memory is seen as something that can be improved through training.  Now this is something I agree with, but Ericsson (and the author too, it seems) support a Ten-Year, Ten-Thousand Hour Rule which says, "Every expert in every field is the result of around thousand hours of committed practice."  It just doesn't make sense to me for a rule like that to be any more than a very rough general guideline.  First, how do you define your experts and your fields?  Something like Tic-Tac-Toe doesn't require 10000 hours to master completely, while something like, well, brain science, won't be completely understood even if you devoted 10000 hours of your life to it.  Now you might say, "Well, you might not completely understand the brain but you'll be an expert on it," but the title of expert is relative to the other people in the field (in any field, not just science).  In any field, you'll look back and find that, due to general improvement in the field, there's a lot that "experts" of the past didn't know or weren't capable of.  I mean apparently, "expert" neurologists used to believe that short-term memory had a completely fixed limit.  The author gives some potential examples of fields: violin, math, chess..., but those bring up another question.  Where do you draw the lines between fields?  Most math experts are experts in a specific area, partial differential equations, number theory, and so on.  Do you draw the line at partial differential equations as one field, or general mathematics which includes partial differential equations?  Is it just violin, or can you work 10000 hours to master stringed instruments, or playing instruments in general?  If you can choose the field in any way you want, then I will gladly commit 10000 hours of my life to master the fields of general logic, memory, and skill-building.  Finally, what are the implications of this rule?  As it is written, it says every expert is the result of 10000 hours of practice.  If you take it to be true as written, then the rule says nothing about you if you're not an expert.  It says, "If you're an expert, you must have practiced 10000 hours."  It does not say, "If you practice 10000 hours, you will become an expert."  To provide support for the first, you would look at a bunch of experts and see if they've spent 10000 hours in their field (which is what was said to have been done).  To provide support for the second, you would look at a bunch of people who've practiced something for 10000 hours, and see if they've become experts (which is not what was said to have been done).  This means that, even if the rule is true, it's incorrect to take it to mean the second statement, "If you practice 10000 hours, you will become an expert."
    Now I do believe it is true.  If you practice long and hard, you'll become an expert.  I believe that's true.  And, to master something complex, it will take a lot of practice, even for someone who is very talented.  I believe that's true too.  To say, any field, 10000 hours, well now, I don't agree with that.

    Now, although I wrote kind of a lot on that topic, it was really just a small part in a larger section on "deep practice" (but it was referred to again often).  To improve, it's not enough to simply practice.  You have to practice deeply.  Deep practice is practicing at the edge of your ability.  Pushing yourself to do something just a little more difficult than you were previously capable of.  Deep practice says to memorize something, you don't read it 4 times, you read it once and try to recall it 3 times, fixing your mistakes each time.  Fixing your mistakes is important, as is making mistakes, which is why you do practice on something difficult, to make your mistakes, know where they are, and push to fix them.
    This is something else I've always believed.  To improve, you do the things that are difficult for you.  Really, that's the philosophy I've always been following.  For example, if there was someone who knew the type of practice I did while attempting to improve my skill in osu!, they could tell you: I practiced pretty deeply.

    The author names an effect that I will refer to as the Holy Crap Effect, instead of its original name.  Basically, it's the feeling you often get when you see someone, seemingly from out of nowhere, make massive improvements in some skill.  Now the author says it surprises the observer and not the person doing the improvement, but I can say that's not always the case.  I've amazed myself many times with the amount I've improved in some area.  Anyway, the reason I'm bringing this up is because it implies something that I want to highlight: people tend to underestimate the amount of improvement that is possible in an area.  And, going back to the last post, you know what happens because of that?  People set limits.  Limits on themselves, limits on other people.  Limits that any reasonable person might say is completely supported by all the evidence out there.  The only problem is... people, even reasonable people, tend to underestimate the amount of improvement that is possible.  The support is usually based on the current level of ability, or the (under)estimate of the amount of improvement that can occur.  And then, these absolute insurmountable limits are broken as the people who set them experience the Holy Crap Effect, as the amount of improvement that was actually possible is so much more than anyone expected.  Now I will say it again because I think it's that important.  Don't accept the limits others set on you.  And don't set limits on yourself.  Because, through a lot of efficient deep practice, the amount that you can improve... well, it's probably much more than anyone expects.


    After deep practice, there's a section on ignition, ignition being what motivates people to put in the effort to develop a skill.  There's a lot on it, but I'm just going to talk about part of it.

    One major argument is that ignition often comes from the breakthrough success of another, with such examples as Se Ri Pak and women's golf in South Korea, Andruw Jones and baseball in Curacao, and more.  I'm sure it would come as no surprise now to anyone that I would single out Roger Bannister's accomplishment:
"The broad outlines of his achievement are well known: how physiologists and athletes alike regarded the four-minute mile as an unbreakable physiological barrier; how Bannister systematically attacked the record; how he broke the mark by a fraction of a second, earning headlines around the world and lasting fame for what Sports Illustrated later called the single greatest athletic accomplishment of the twentieth century.  Less well known is what happened in the weeks after Bannister's feat...  Within three years no fewer than seventeen runners had matched the greatest sporting accomplishment of the twentieth century."
    What good did it do anyone to assert that a sub-4 minute mile was impossible?  The potential negative effect is clear: anyone who truly believed it might have let it hold them back.  So I ask again, what good did it do anyone?

    One thing I found interesting is that one study found that, in beginning music students, the expected level of commitment when starting out (with answer choices ranging from just playing the instrument for a year to playing their whole life) was a good predictor of improvement, even among students who practiced the same amount.  Now I would ask, is it just because the students who expected to commit longer practiced harder, or, deeper?  To me it'd be strange if it was something more than that, but there are strange things that are true.

    One study was as follows:  400 fifth graders were given a test with fairly easy puzzles, and after finishing, they were either told "You must be smart at this" or "You must have worked really hard."  Then, for a second test, the kids were offered a choice between an easier test and a harder test.  The kids praised for effort almost all chose the harder test, and the kids praised for intelligence tended to choose the easier test.  On a third test which was harder than the first two, the group praised for effort tried harder and enjoyed the test more.  Finally, a fourth test of the same difficulty as the first was given, and the group praised for effort improved 30 percent, while the group praised for intelligence declined 20 percent.
    I see it as two diverging outlooks: one in which you place your emphasis on the end result and see a comparatively poor performance as showing your own weaknesses or inabilities, the other being more focused on the process and valuing the effort put in to reach a difficult goal.  In terms of improvement, it's seems natural to expect that the second would generally be more effective, as you'll be more willing to put in the effort towards challenging goals, and you'll be more willing to make mistakes and correct them.  Now, that doesn't mean that the second is necessarily a better outlook to have in life in general; there are more categories than "rate of skill improvement" to consider before attempting to answer that question.
    The other thing is that this study could give a reason for the differing outlooks.  If you grow up with parents and teachers telling you, "Wow, you're really smart.  You're really talented," you may be more likely to want to stick to things that seem to show your talents while hiding your flaws.  On the other hand, if people always tell you, "Wow, you must put in a lot of effort.  You really work hard," you may be more likely to focus on the effort and enjoy the challenge.  While I think there are more factors, an expressed value placed on either natural ability or on effort from those who teach, and, in a sense, judge you, could be a significant one.


    The last section is on master coaching, and I don't have anything specific to comment on here, so I'll just give the big ideas.  As a good coach, rather than giving long-winded speeches, you point out mistakes and how to fix them.  Which of course means that you have to understand your area well enough to know what's right and what's wrong and how to fix what's wrong.  Along with that, you have to understand the person you are coaching.  You have to know their personality and how to connect with them.  Some people will respond better if you say more and some if you say less, just as some people will do better when given more positive feedback and others more negative.  These things are what the best coaches will understand.

5 comments:

  1. Whenever I read a new post from you, I always wonder if you had someone or some event in mind when you were writing it.

    Something I've always wondered about skill improvement (and maybe talent) is how state of mind affects it. More specifically, how the conscious mind is behaving. It's kind of a stupid question on the surface - obviously, placing arbitrary limits on oneself and allowing oneself to become discouraged will negatively affect performance (as is being too fixated on an end result, as that fuels frustration from "how far to go" instead of excitement from "how far I've come"). Ultimately, skill hinges on how the subconscious is doing: conditioned reflex, or being able to respond effectively to a situation without consciously requiring a decision, which wastes time and is unreliable. But that depends on the conscious, and the relationship gets hairier the more I think about it.

    For instance, it is good not to put limits on myself, but what if I know that? What if I'm actively attempting to not put limits on myself? Does that affect the process? By telling myself "I will not allow myself to believe I cannot do this", I am also admitting that it is something I have believed I cannot do up until now. Every time I say this to myself, I acknowledge it as a problem. This might actually subconsciously solidify the belief I really cannot do it even if I am doing my best to fill my head with thoughts of success to trick my conscious mind. Similarly, if I use a certain training regimen to improve a specific skill, I am constantly (consciously) aware that I am attempting to improve that skill. If skill hinges on the subconscious, and I am consciously trying to change it, will that even work? Will my practice reach down to the subconscious where I need it to go, or by making a conscious effort to improve my subconscious, am I subconsciously closing off my subconscious? (God, that sounds confusing)

    This is something that worries me, because I have always been a painfully self-aware person. My conscious intrudes on everything - I always end up thinking about the subconscious decisions I make, then I start thinking about the way my conscious thinks about my subconscious, then I start worrying about how my subconscious thinking is affecting my conscious thinking about my subconscious thinking, etc. This is incredibly useful at times, because it makes me less susceptible to self-delusion and mental traps, but it also gets incredibly annoying at times, because my conscious tries to take over and do things I should really be leaving up to my subconscious. An example side effect is nervousness in osu! - near the beginning of maps, I will play without thinking too hard about it to save effort. But near the end, I will inevitably notice my combo, and I will start thinking about how likely it is I will get back to this point should I miss, and how amazing my accuracy has been so far compared to my usual performance. And then I start paying too much attention to what I'm doing, allowing my conscious mind to intrude on what my subconscious is perfectly capable of doing, looking directly at notes, working out timing in my head, etc. And I know I absolutely should not be doing this, but I found it is impossible for me to ignore something I am aware of (I can't "unring a bell", so to speak). And then I wonder if it's impossible for me to play naturally because I think it's impossible for me to play naturally (placing a limit on myself), but I'm not really sure, which only makes me more aware of the situation, which makes it worse, etc. Part of me scoffs at this entire notion, saying that this limitation is a weakness I can work to overcome, but in a sense, this paralyzing awareness is a kind of skill (I subconsciously make myself consciously aware of things, how ironic), and I don't know about practicing to become worse at something.

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    1. Well, for referring to people and things, I'd say usually it's either meant to be obvious, it's a true coincidence, or it's something that happens because, although I didn't intend to refer to anyone specific, I can only reason from what I've seen and what I know, and that's limited enough to be influenced by individual people.

      What you're talking about sounds like something a lot of golfers would have to deal with: you hit a couple bad shots in a row and you start thinking about what's wrong in your swing, and when you do that you mess up more and it feels like you can't get it right now that you're thinking about it consciously rather than just doing it automatically (now this is all just a guess, as I don't play golf). Thinking about it more, it does happen to me. For fighting games, I used to do a left Z motion automatically, but then I messed up the motion a couple times in a combo that had been so natural to me, and then I started thinking about it, and then I started overthinking it and messing it up more. Also in Mario Kart, when going for a world record, if I messed up anywhere, I would start to think too much about it and mess up in the same spot repeatedly.

      For a positive perspective, I'd point to that Mario Kart world record. I never got over the nerves; after two good laps my hands would literally be shaking and my thoughts would be something like, "Oh my god I might do it but I've messed up here so many times and there's so much that might go wrong and wouldn't it be really amazing if I made it and it's impossible to focus when thinking like this so I need to stop and focus and how am I even still going?" I never even really got over the repeated mistakes. I still got the record though, and I remember thinking, "I'm glad I've done this so many times because my hands are just moving on their own" when my conscious mind was going crazy. With that, I'd say that even when you are consciously thinking about what you're doing and the mistakes you're making, your subconscious will remember the correct thing to do. When those types of mistakes occur, they'll only be temporary, so if you take a break you'll get past them.

      For a more negative perspective, those mistakes might not be something that won't just go away the next day. For some reason, your brain just took a step backwards, and now you have to re-learn something that you could previously do without thinking. Even here though, I think that you'll benefit from practice (even conscious practice that admits that you can no longer do easily something it seemed you could before). Maybe it's a problem of the brain trying to make something automatic before it's able to do it properly, so it only feels as though you can do it perfectly without thinking about it, but eventually you'll make mistakes.

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  2. Sometimes I wonder if I'm overthinking it and this has no long-term bearing on anything, but my own empirical experience tells me otherwise. I've always gotten better at things when I didn't know why, and the skills I have, I've never really consciously worked to get. I've definitely put a ton of effort into the things I'm good at, don't get me wrong, but I've never followed a "do A to improve skill X, then do B to improve skill Y" kind of mentality for them. I just did them because they were interesting, or because I didn't have a choice at the time. Does that mean I can only get better at things when I'm not consciously trying to get better at them, because otherwise I'm only training my conscious and not my subconscious? That sounds dumb and self-defeatist, and then I consciously tell myself not to think that way, and then my subconscious...

    I can ask questions with my conscious, but the answers I want are all in my subconscious, where I can't consciously reach. So I'm never really sure of anything about my myself. I don't know what's a real, solid conclusion I believe with all parts of my brain and what's an elaborate trap setup by my subconscious. I guess that's true for everyone, but I am abnormally aware of the possibility that what I'm doing and what I believe is a delusion from a part of myself I don't consciously understand, and this is a useless and paralyzing state of mind. Perhaps I can only improve certain things by not thinking about it consciously, but now that I'm aware of that, I can't remove my conscious from the equation (consciously play with only my subconscious).

    Now I'm really rambling pointlessly, so I guess the (on-topic, relevant) point I'm making is this: does learning about my learning...affect my learning? If I realize I have been improving because I have been subconsciously (or accidentally) practicing a certain way, does my newfound realization lower the effectiveness of this practice? By becoming more intelligent and aware of myself, am I "immunizing" myself from my own subconscious, thus preventing myself from learning as efficiently?

    I don't know. Something to think about, maybe. Subconsciously.

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    1. "Does that mean I can only get better at things when I'm not consciously trying to get better at them, because otherwise I'm only training my conscious and not my subconscious?"

      The question I'd ask is, "How many things did you try to improve at consciously, compared to the things you just did, and then how much time did you spend comparatively?" As this Luminosity ad is telling me, when you improve you tend to make sudden large improvements, and then stay steady for a while or even do slightly worse, but eventually you'll make another jump. Perhaps the effort you put in when it seems you're not improving at all is simply taking you closer to your next jump.

      "Does learning about my learning...affect my learning?"

      Actually, the book mentions one study in which they came to the conclusion that people gained motivation because their subconscious had picked out motivating information (in a list of students with descriptions, a hard-working math student had the same birthday as the person being tested), and it's expected that the same motivation wouldn't have been produced if the person was consciously aware of the information. Add that information to things like the placebo effect, and there's definitely something there. I'm not sure there's a negative effect as far as learning about learning goes, but the possibility is there. Now, there's also the possibility of positive effects too though. Anyway, maybe we should just turn on really distracting backgrounds and hold conversations with other people while we practice osu!, and focus entirely on those other things. I wonder if that would actually work...

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    2. Yeah, I'm no stranger to the "brick wall" effect. It happens to me all the time on osu!, and it's always frustrating to have those long stretches where it seems like you're not improving at all (or even getting worse), but I always found later that I was subtly building important skills during those times that helped me have sudden jumps later. I hope I never find out what exactly happens, and I won't think too hard about it.

      Anyway, even if my conscious mind makes it harder to do stuff naturally, it forces me to repeat things over and over again, and that has its own merit. Some things don't come without a ton of frustration and sweat, and too much talent/natural ability can get in the way of that. It's another path of improvement that favors willpower over talent. I mean, Cookiezi might have ridiculous talent, but rrtyui has matched or surpassed Cookiezi on many maps by sheer repetition (2600+ plays on Big Black, now), so anything's possible.

      You know, one time, I actually tried dimming my backgrounds to about 80% (instead of all the way, like I usually do) to see if it changed my playing at all. I don't know if it was ever really conclusive, but I swear I played certain maps better with something distracting in the background precisely because it was harder to read. The additional time I needed to see and read patterns forced me to play more by instinct and reflex and that helped in certain ways. Of course, on stuff like overlapping patterns, it kinda backfired, but...

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