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I wanted to be extraordinary.
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If I could have chosen at 15 what to be extraordinary at,
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I probably would have picked science.
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I like science. I was pretty good at it too but not extraordinary.
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I come to believe that talent was some sort of genetic boolean.
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You either have it or you don't. You're born with it or you're not
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and I apparently was not.
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At 15, I had not shown a single glimmer of extraordinary talent in anything.
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and because scientist do their best work when they're young and I was already 15, I figured it was too late.
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so I pivoted it.
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For years, I tried to ferreted out my innate talent.
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I was going to be a potter. I was an apprentice potter for about a week.
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and then I was an apprentice artisan woodwork that was maybe for 6 months and I was like "screw this thing. I'm going to high high school
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of performing art".
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After 3 years on a tenor saxophone, it was obvious that I was not cut out to be a jazz musician.
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I was pretty good at composing things like baroque coral music.
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So I put together an application for a college of musical composition for film
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and before I even sent off the application, I tried out for a theater school.
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After a week of audition, I was inexplicably accepted as a student.
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After a year, I could tell you with certainty that theater was not my talent.
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neither was ballet
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or fencing
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or contemporary French circus.
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I tried a lot of things and not halfheartedly either.
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I worked really hard.
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But whenever there's something that's really
difficult, there is this voice that reason.
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It must not be my talent because had it
been my gift, it would have come naturally.
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(inaudible)
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I believed in the genetic explanation of greatness.
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I thought you just have to stumble across that accidental match.
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To find the lock for which you are the key
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and inevitably by aiming in every possible direction at once, hoping to hit a target.
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I wander blindly into a low paying job where
the only requirement was that you can type 80 words per minute.
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I woke up on my 25th birthday thinking a quarter century?
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I'm a washed up evolutionary dead end in a back water dead end life.
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I performed a reality check and came to the
conclusion that even if I couldn't be an extraordinary scientist,
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I can still probably become a top tier mediocre scientist.
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All I needed was a university degree in something scientific.
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Having majored in saxophone in high school,
there were remedial credits involved.
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I began to teach myself math and physic and chemistry
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and because I knew I wasn't talented, I didn't expect it to be easy.
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I expected it to suck.
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I just started at the beginning. Did one thing at
a time, by the book, until I learn it and then I moved on.
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Whenever I panicked,I remind myself that this
is not rocket science. This is basic math.
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If I don't understand it, I must have skipped a step
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and so I slowed down and do some research
and sure enough, within hours or sometimes
days I be right back on track.
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cheerfully slogging
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I found that I was balancing on a continuum
and that there was a sweet spot and that
sweet spot has nothing to do with math or physics
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and it works like this:
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You're asked to perform a particular
saxophone tune at 88 beats per minute.
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This fall squarely within your capability so you
can perform this task effortlessly, confidently.
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While you're doing so, you can think about
other things. for example, how to adjust your
(tac?) based on what the drummer is doing.
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You can react to something that happen in the
audience without fumbling or losing your place.
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When you're asked to perform that same tune
at 105 beats per minute,
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you can do this but it requires every bit of concentration that you can muster.
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Your skill level is perfectly balanced against the challenge.
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The difficulty of the exercise is barely met by your ability.
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You're being stretched and being stretched is painful.
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Remaining in that place, that painful place
that stretches you, requires a monumental effort.
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It's exhausting. It's hard. It's not fun. It's also
satisfying. Empowering. Deeply rewarding.
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When you're asked to play that tune at 120 beats per minute, you panic. You simply can't do it.
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The challenge has no counterpart whatsoever in your skill.
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You flail. Your executive function shuts down.
Your output becomes erratic. It's terrifying.
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This continuum is a measure of effortlessly
you can perform a given task.
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At one end of the continuum, you have your comfort zone where you can perform effortlessly.
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You don't level up in your comfort zone
because you're doing stuff you already know how to do.
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At the other end of the continuum, you have
your panic zone where you cone level up
because you're busy freaking out.
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Between the two, there's a space where your
ability and the challenge barely overlap.
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And this is where you level up. I'm not saying
you should never be in your comfort zone or
your panic zone,
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not at all. Your comfort zone is where complex
skills become reflexive.
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You have access to higher level of thinking.
You should absolutely spend time there,
especially when you need to be productive.
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Your panic zone is an excellent place to
experiment. To play. To find your boundaries.
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Because as long as you don't need to be
delivering values, your fear can be transform
into thrill and discovery.
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you should absolutely spend time there,
but not when people are paying you money.
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In other words, you should spend time in your
comfort zone and your panic zone.
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You just shouldn't try to learn stuff there.
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I spent months working through math and
physic problems and during that time, I
learned as much about practice as I did about
calculus and mechanic.
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Practice is a strange beast. It's not play.
It's not intended to be fun
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It's also not work. It's not intended to produce
anything. Practice is thing entirely unto itself.
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What a lot of people commonly think as
practice is futzing around, kinda doing stuff
but seem relevant to what you think you might
want to kind of get better at.
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This sometimes kinda works.For practice to
be truly effective, it need to be focus and deliberate.
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The most basic form of practice is the drill.
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Now, a good drill boils down to three
elements: focus, repetitions and continuous feedback.
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A drill work in activities until you're focusing
on a narrow slice of that skill in
a way that's repeatable and which provide
immediate and continuous feedback.
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How narrow a slice depends on your capabilities
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If you're in your comfort zone, you need to ratchet up drilling a notch.
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If you're in your panic zone, your adaptation
will be random and accidental and
you'll find yourself practicing doing it wrong
more than you're practicing doing it right.
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Practice doesn't make perfect. It makes permanent.
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If you're practicing in your panic zone, you'll wind up being permanently wrong.
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You want to find that sweet spot. That space
where ability and challenge barely overlap.
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So, find something that you can kind of almost do.
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Warp it until you're focusing on a particular
aspect of that skill.
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Make it repeatable so you can do it over and over and over
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And it make the feedback loop as short as possible
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And then go do it.
And then take a nap.
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Not all focus (inaudible) practice activities are drilled
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Take simulations, for example.
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Athletes have scrimmages. In therapy it's call role play.
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In programming, we do weekend projects,
hack fest, and code retreats.
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In a simulation, you improvise as though it were the real thing
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When you make a mistake, nobody dies.
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You don't lose. You don't fail.
you also don't stop, go back and immediately
do it over again correctly because that's what
thrills are for.
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In a simulation, you keep going.
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A simulation doesn't warp activities. it
intensify them. You provide a more
concentrated learning experience.
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by putting together implausible combinations
of unlikely occurrences.
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Another interesting type of practices is the case study.
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Athletes watch videos of practice sessions and performances.
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Chess players study games played by grand masters and try to determine what the
next move would be
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and then when they're wrong, they analyze why.
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In programming, reading code is a case
study. What were they thinking?
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What pressure cause them to choose this
approach? What are the trade offs?
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Case studies are about observations and
analysis and critical thinking
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and then you have direct practice.
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Those precise notes and perfect pauses of a
violinist playing a concert piece while nobody's listening
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Direct practice when done deliberately and
with focus hones clockwork precisions,
making it reflexive.
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You can shift your attention away from the
mechanics of your performance.
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You can focus all of your creativity on the
subtle details that lift your performance from
the subtle and mundane to the exquisite.
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And typically, we associate direct practice with musicians
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but it's just as much the domain of stand up
comedians and trial lawyers and
complementary French circus acrobats.
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And then there's intimations. Overlooked and undervalued.
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When you're a beginner, you don't know what you don't know.
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Intimating masters will teach you things that you don't know you need to know
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and often things that the master themselves are unable to articulate.
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In our culture, we tend to hide individuality
and creative self expressions and it's really
hard to be creative.
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Without having internalized a vast store of techniques and _____.
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Don't be a snowflake. Go copy someone who
know that they're doing.
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No matter what type of practice activity
you're doing, no matter how good you are,
practice is grueling.
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Drills, simulations, case studies, direct
practice, imitations. These are all ways of
stretching you to the edge of your ability.
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That's equally as difficult for expert as it is beginners.
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That said, practice is particularly challenging
when grossly incompetent.
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Not so much because you suck, per se. But
because feeling stupid is so powerfully unpleasant.
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It's one of the important driver behind procrastinations.
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When you're feeling overwhelm by your own
ineptitude, it's easy to become fatalistic.
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Another disadvantage of being a beginner is
that so many practice activity lack inherent
feedback.
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When you're vastly unskilled, your judgement
is completely unreliable.
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Everything, including the right thing, feels wrong.
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It's easy to consistently make the wrong
adjustment, leaving you with deeply ingrain
bad habit.
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It took me 18 months to pass all the
prerequisite exams and I was ready to apply
to universities.
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I was accepted to two study programs. One in
aerospace engineering and one in molecular
biology.
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When people around me realize I was serious
about this university thing, I got a bit of a push
back.
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They were like "holy crap, you're gonna be
like thirty two by the time you finish".
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If we were gonna be realistic about it though, I
was going to be thirty two anyway.
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I picked molecular biology.
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University was completely uneventful. I wrote
papers. I did lab work. I read books. I took exams.
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It changed my life. Not so much because of
the papers and the exams, but because I was
learning.
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I was practicing and I was introduce to the (--------)
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Now before university, I occasionally
experienced (flow?). Mostly when solving
truss problems and mechanics.
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Telling the computer what to do was like truss
problems except better.
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I kept coming back to and exploring
programming. Exploring. Not learning.
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Learning is what I did with math and physics.
That was a study, tedious, rewarding, diet,
deliberate, focus practice.
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It took a really long time before I
transition from exploring to learning programing.
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Even when I did make the transition, it was
hit or miss.
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A lot of the research I found were confusing,
outdated or just hopelessly advanced.
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After three years, I had a bachelor degree in
molecular biology,
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some basic ability to write control structures
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and far more importantly, I've come to accept that talent is not ebullient*
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It's not some innate genetic trait that you have
to go and look for and may or may not find
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The truth is, talent is bullshit.
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Skill can be develop systematically and
the system is awesome.
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A system you can understand.
A system you can hack.
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The technical term for skill development is
leveling up.
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Now, a pair of researchers, a couple of
brothers by the name of Dreyfus
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created a model of how leveling up works and
their scale goes like this
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Novice, where you know nothing.
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Advanced beginner, where you still suck but
you kind of see what this is about.
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Competent, where you can start getting shit done.
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Proficient, where you get shit done really well.
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And expert, where the shit you get done
seems like magic to pretty much everyone else.
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When we're novices, we can be in one of two
state: mindless obedience or overwhelm
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As novices, we're in the (inaudible) position of
being only millimeters away from our panic
zone at all times.
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If a rule was clear, we're stuck.
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If we accidentally skip a step, we're stuck.
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If we...I get a result that deviate even slightly
from what we expected, we're stuck.
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We have no frame of reference.
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When we're advanced beginner, we see
1,000 disconnected details and we give every
single one of those details equal consideration.
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There's no cohesion where I'm able to
distinguish between relevant and irrelevant
and incidental.
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We can look things up, but we can't troubleshoot.
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When we're competent, we gain the ability
to evaluate relevance within a context.
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We also gain the ability to perform routine
procedures and do basic troubleshooting.
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Here, we can be productive without
something stepping outside of our comfort zone.
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Which may be why so many people stagnated
this skill level indefinitely.
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When we're proficient, we can make much
finer discrimination.
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We can evaluate the significance of subtle indicators.
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We look further ahead. We make predictions.
We prognosticate.
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We recognize underline patterns.
We apply overarching principles.
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All of the intricacies of the subject matter
come together in a vast and fascinating web.
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When we're expert, you see 1,000 details and
immediately disregard 999 of them.
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We focus in on the one that matters. How do we do it? No idea.
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We don't know how we know, what we know.
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A lot of people talk about instinct or intuition
as though it's some sort of super power.
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But it's not magic.
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It's powerful processing that happens very
very quickly and it's based on a gargantuan
store of knowledge and experience.
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Described in this way, skill development
sounds so sequential and regular and inevitable
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leveling up in a series of climaxes win after
win after win as though life was a television commercial.
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This is a scientific model. A scientific model is
like a uml diagram but for science.
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It's a simplification about the world. It's useful
lie that you tell yourself in order to navigate a
messy reality.
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So maybe sequential, but regular? hardly.
Inevitable. We should be so lucky. Life is messy.
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Leveling happens in spurts and sudden
surges and there are plateaus.
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A lot of people seem to dread the plateaus.
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Hurrying past them as best as they can and
always with their eye on the goal.
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Am I there yet? Am I done yet? Am I good yet?
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Plateaus are neurologically important.
The way sleep is neurologically important.
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It injects time into your practice. It allows
complex skills to become deeply embedded.
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Plateaus are where your skills being
refactored so that you can scale.
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If you're in a rush, you're going to end up with
brittle and fragile skills.
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Focus on what you're doing.
Not how you're doing.
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There's a saying "immature practice until they
get it right.
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Professional practice until they can't get it wrong."
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That's what plateaus are about.
They put the level in level up.
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I used my university degree exactly once. For the first programming job that I got.
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The CTO of a start up looked at my resume and said
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"huh, a degree in molecular biology in biological chemistry. You must be pretty smart."
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And she gave me the job.
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It was the combination of a lot of hard work,
practice and it was a start of a lot more
hard work and practice.
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I thought I wanted to be extraordinary,
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but what I really craved was passion and that
deep sense of satisfaction that comes with
focus and accomplishment.
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Mastery isn't about perfection. Skills grows by
focusing intently on the things that stretch you
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and passion grows by giving your attention to
something long enough to gain depth and
understand nuances.
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Talent is bullshit. Skill is cultivated. Passion is
curated ad hacking skills is hacking passion.
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Don't do what you love. Do
something well enough to love what you do.
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Thank You.