[HN Gopher] You are not dumb, you just lack the prerequisites
       ___________________________________________________________________
        
       You are not dumb, you just lack the prerequisites
        
       Author : JustinSkycak
       Score  : 642 points
       Date   : 2024-08-24 13:57 UTC (1 days ago)
        
 (HTM) web link (lelouch.dev)
 (TXT) w3m dump (lelouch.dev)
        
       | bqc wrote:
       | Would you like to recommend any resource?
        
         | JustinSkycak wrote:
         | Kind of depends what exactly you're trying to learn, but if
         | you're working up to ML/AI, then there's _How to get from high
         | school math to cutting-edge ML /AI_ from last week:
         | https://news.ycombinator.com/item?id=41276675
        
           | doctorpangloss wrote:
           | This is really interesting but it seems too good to be true.
           | 
           | You're going to reply that it's not for everyone, but you'll
           | have nothing positive to say about the audience for whom this
           | is a bad fit, which is also a suspicious form of
           | generalization. It's kind of like how the chatbots and for
           | that matter most online learning resources give the psychic
           | feeling of learning.
        
             | pests wrote:
             | It seems impolite to make up your opponent's argument and
             | then make commentary about it. Maybe let them respond?
        
             | JustinSkycak wrote:
             | What exactly is too good to be true? The idea that there's
             | a path of knowledge leading from high school math to
             | cutting-edge ML/AI?
        
         | ydnaclementine wrote:
         | I've been looking at this textbook for awhile. Very, very
         | basics to calculus: https://www.amazon.com/Foundation-Maths-Dr-
         | Anthony-Croft/dp/.... I wish there was a table of contents
         | available
        
         | bqc wrote:
         | I'm interested in data structures and algorithms, particularly
         | those related to mathematics. If you have any relevant
         | materials or resources, I would greatly appreciate them.
        
       | billconan wrote:
       | but when I read a paper, it's difficult to know what the
       | Prerequisites are.
        
         | JustinSkycak wrote:
         | This is one reason why it's helpful to learn bottom-up when
         | possible as opposed to diving straight into the deep end and
         | trying to fill in missing knowledge as you go.
        
           | chrisweekly wrote:
           | I think there are certain circumstances where getting in over
           | your head and digging your way out is a better approach --
           | but I don't know how to distinguish those cases from the
           | rest.
        
             | JustinSkycak wrote:
             | I don't think there's anything wrong with trying to jump
             | headfirst into things that interest you. I would just
             | recommend that you need to be honest with yourself about
             | whether you're making progress -- and if you're starting to
             | flail (or, more subtly, doubt yourself and lose interest),
             | then it's an indication you need to re-allocate your time
             | into shoring up your foundations.
        
           | carlmr wrote:
           | Hm, I've always felt bottom up more difficult to learn. I
           | always found it helpful to first have an overview, a mental
           | map of sorts, of the high-level details, so that when I
           | looked at the details later I could make connections and know
           | where to "put" this knowledge relative to other things.
           | 
           | With bottom up I always feel lost because I don't know what
           | it's useful for, the relationships to other pieces of
           | knowledge, etc.
        
             | JustinSkycak wrote:
             | It can definitely be helpful to take a top-down approach in
             | planning out your overarching learning goals.
             | 
             | However, the learning itself has to occur bottom-up.
             | Especially in math. Math is a skill hierarchy, and if you
             | cannot execute a lower-level skill consistently and
             | accurately, you will not be able to build more advanced
             | skills on top of it.
             | 
             | I wrote about this recently here if you're interested:
             | https://www.justinmath.com/how-to-learn-machine-learning-
             | top...
        
             | SoftTalker wrote:
             | It's good to have a high level view of what your ultimate
             | goals are, but if you are lacking too much foundational
             | knowledge you can't even conceive of it. Especially in a
             | subject like math, everything builds from the bottom up.
             | 
             | We don't give first graders an overview of differential
             | equations and their applications when we start teaching
             | them addition and subtraction.
        
           | ninetyninenine wrote:
           | The higher your iq the more easier it is to go top down.
        
             | JustinSkycak wrote:
             | Yes, which is why most people struggle so much with the
             | top-down approach ;)
        
         | tombert wrote:
         | My trick is to find the paper you want to read, but immediately
         | skip to the references; recurse until you get to a paper that
         | you more or less understand.
         | 
         | It's a bit time consuming but it makes paper reading a lot more
         | fun.
        
           | JustinSkycak wrote:
           | Reminds me of my colleague's recent post on his experience
           | getting up to speed on his dissertation topic while doing a
           | PhD in mathematics:
           | https://x.com/ninja_maths/status/1820583797491925386
           | 
           | I'll quote a snippet below:
           | 
           |  _"My biggest mistake when starting my doctoral research was
           | taking a top-down approach. I focused my efforts on a handful
           | of research papers on the frontier of my chosen field, even
           | writing code to solve problems in these papers from day one.
           | However, I soon realized I lacked many foundational
           | prerequisites, making the first year exceptionally tough.
           | What I should have done was spend 3-6 months dissecting the
           | hell out of all the key research papers and books written on
           | the subject, starting from the very basics (from my knowledge
           | frontier) and working my way up (the bottom-up approach)."_
        
           | findthewords wrote:
           | Finding a path starting backwards... also known as dynamic
           | programming.
        
           | cultofmetatron wrote:
           | I would legit PAY for an app that managed dependencies for
           | understanding a paper so that I could see the path I need to
           | take to understand what I'm reading. Could apply to books
           | too.
        
             | dataf3l wrote:
             | some time ago I was thinking about this issue, maybe the
             | concept of "parametric books" will become popular in the
             | future.
             | 
             | https://www.youtube.com/watch?v=VXktVbeWAeM
             | 
             | https://www.youtube.com/watch?v=Tpb2rXtBos4
             | 
             | perhaps, with the advent of AI, one will be able to convert
             | a current book into a more detailed book, and also a
             | current book into a smaller book, so maybe this idea is
             | even easier to implement than 4 years or so ago, before
             | chatgpt (but after summarizers, which prompted the idea in
             | my head).
             | 
             | I would humbly appreciate any feedback on the concept of
             | parametric books, for now, it's just an idea, but it's a
             | free one, anyone is free to implement it.
             | 
             | thanks in advance, for your comments on it.
        
             | sn9 wrote:
             | I mean if you're regularly trying to read papers in a
             | particular field, just follow the curricula for
             | undergraduate degrees in that field.
        
         | IshKebab wrote:
         | Papers are a terrible way to learn unless you are already an
         | expert in the field, because the prerequisites tend to be "the
         | entire rest of the field". It's a rare paper that actually
         | assumes you might not know everything the authors knew.
        
       | fuzzfactor wrote:
       | Prerequisites are so important, and math is one of the things
       | where it makes more of a difference.
       | 
       | >You Are Not Dumb, You Just Lack the Prerequisites
       | 
       | I know what you mean, after years of study I now feel confident
       | that I don't lack the prerequisites to be as dumb as I could
       | possibly want to be ;)
        
       | asdf6969 wrote:
       | me except I'm socially dumb because I didn't learn how to have
       | friends in middle school
        
         | willismichael wrote:
         | Umm... most people are really bad at relationships in middle
         | school.
        
           | hypeatei wrote:
           | But people still had them. GP is saying they didn't have
           | _any_.
        
             | asdf6969 wrote:
             | I did have friends lol. I was just a bit of an outsider
             | from then through the end of high school. I didn't correct
             | it until midway through uni and I think I missed out on a
             | lot
        
         | toast0 wrote:
         | Having friends in middle school can be pretty tough.
         | 
         | Learning how to have friends in elementary school and high
         | school is a lot easier and mostly unconnected with middle
         | school friendship.
         | 
         | Hopefully your social life doesn't revolve around friendship
         | with middle schoolers, so no big deal if you miss out on that
         | skill.
        
         | elzbardico wrote:
         | Not always, but a lot of times not having friends in Middle
         | School is class based. When I had this age I moved schools, in
         | the first one I was objectively poorer than almost everyone
         | else and the subject of bullying and loneliness. I would hide
         | in the library during reccess not only because I liked reading,
         | but to avoid the pain.
         | 
         | Moved to another school were I was absolutely average socio-
         | economically speaking, had some of the best years in my life.
         | Rich kids are incredibly cruel.
        
       | anubhavs wrote:
       | Some courses in my university were restricted to students in
       | their third year or above because of "mathematical maturity",
       | which I thought was complete BS because some of the courses had
       | no other prerequisites. But after taking some of them, I get it.
       | There's a general sense of problem solving flow that takes time
       | to develop.
        
         | HPsquared wrote:
         | In mathematics in particular, one abstraction is built on top
         | of another. It's like trying to read without knowing the
         | alphabet.
        
           | H8crilA wrote:
           | I often refer to this quite explicitly, something like "my
           | skills include reading and writing modern math", as if it was
           | a foreign language, or musical notation.
        
         | Ekaros wrote:
         | I wonder if part of this is also not wanting to list all of the
         | pre-requisites that are at least partly needed.
        
       | findthewords wrote:
       | Most people are of average intelligence. Suppose that
       | 
       | -a few IQ points here or there makes little difference in one's
       | aptitude in real-world tasks
       | 
       | -we then must accept that when most people think they are "dumb",
       | there is some other effect going on such as:
       | 
       | -lack of resources, hunger, mental distractions, illness, or
       | motivating incentives.
        
         | JustinSkycak wrote:
         | Are you suggesting that when a student is struggling in
         | calculus class due to not knowing their algebra, their issue
         | can somehow be resolved without them having to learn algebra?
        
           | danans wrote:
           | I think they are suggesting that they might not have leaned
           | algebra because of
           | 
           | > lack of resources, hunger, mental distractions, illness, or
           | motivating incentives
        
             | Jensson wrote:
             | Most people who are bad at math doesn't have those issues,
             | lots of well off people are stupid.
             | 
             | Edit: Also lots of people who lack many of those things
             | still learn math very well. So it isn't a very good
             | explanation. If you need optimal circumstances to learn
             | then you have a problem.
        
               | tjoff wrote:
               | I'd argue motivation plays a much bigger role than
               | intelligence.
        
               | Jensson wrote:
               | Everything I said is still right.
        
               | tjoff wrote:
               | Hardly.
               | 
               | Yes, you can contort your definition of intelligence to
               | be one where you have to be able to overcome whatever
               | personal struggles one might have.
               | 
               | But you wouldn't be actually measuring intelligence. And
               | creating an environment that allows for more people to
               | thrive isn't catering to the stupid either.
        
               | Jensson wrote:
               | Not sure what you are arguing, you didn't seem to read my
               | post? I never said we shouldn't try to make more people
               | succeed, or that everyone who fails are stupid.
        
               | danaris wrote:
               | The more I observe about people and how they learn and do
               | things, the more I suspect that motivation plays a much
               | bigger role than we think _in_ intelligence.
        
               | Ekaros wrote:
               | Looking at back to high school and then university. I
               | fully believe I would have been capable of learning
               | maths, electronics and so on... But I just did not care
               | enough to put any actual work into the process. Still
               | graduated. But well I really just did not care to put in
               | effort. Thus lacked the motivation...
               | 
               | Same can be said about any learning including languages.
               | It really comes down to motivation, outside sufficient
               | immersion.
        
               | ozim wrote:
               | I see it with people who "want to learn programming" but
               | they fizzle out.
               | 
               | That is not a single or 2 persons it is basically dozens
               | of people whom I gave materials or tried to guide. It
               | never is that they are too dumb to learn programming it
               | is that they rather do something else than sitting in
               | front of computer hunting down why their program doesn't
               | compile.
               | 
               | For math I got good enough to barely pass, for
               | electronics I know basics, so I am "want to learn more
               | math"/"want to learn more electronics" person but never
               | get to really spend time on it.
               | 
               | DevOps stuff, programming, databases, web frameworks is
               | something I can fiddle with all day and not get bored, I
               | can spend all day hunting that misconfig somewhere.
               | 
               | On the face value all looks the same it is fiddling with
               | stuff and solving puzzles, but somehow one type of
               | puzzles is more interesting for me and since I do it a
               | lot also much easier for me.
        
               | hirvi74 wrote:
               | I remember listening to a podcast where a psychiatrist
               | was talking about something similar to what you are
               | describing.
               | 
               | Take something a person could desire like wanting to
               | learn how to play the piano, for example. Often times,
               | what people desire is not the learning part but the end
               | result. People are fantasizing about drilling scales and
               | chords for days on end. People are more likely to
               | fantasize about creating music, playing music for the
               | enjoyment of others, the praise, etc.. So, people tend to
               | fizzle out when the reality does not meet the
               | expectation.
               | 
               | The brain tends to fantasize about all the good that
               | something can bring, but the brain also tends to vastly
               | underestimate the work required to achieve said goal.
        
               | ozim wrote:
               | I think for programming it is mostly idea of "easy job"
               | like sit behind the keyboard and get paid loads of money,
               | as soon it turns out it is not sitting but quite
               | exhausting mental gymnastics they are out.
               | 
               | I also heard that loads of times: "get a real job" (maybe
               | not exactly in those words but hey, that was the gist)
               | then I got people who would try out some basic things for
               | an hour or two feeling mentally exhausted.
               | 
               | Not saying they were not capable or stupid - just that
               | they underestimate how much taxing it would be for them
               | to do something like programming for couple hours.
               | 
               | It is easy for me but I am doing it for 10+ years
               | professionally and good couple years while I was a kid.
        
               | danans wrote:
               | > lots of well off people are stupid
               | 
               | Sure, but being well-off can also cause mental
               | distractions and suboptimal motivations.
               | 
               | Having resources, well-off parents can pay for help in
               | addressing those problems, but they have to first
               | recognize the problems, which is something they might be
               | resistant to.
               | 
               | In the extreme form of this (in terms of wealth, learning
               | problems, denial thereof, and poor academic performance),
               | you get very wealthy people paying/bribing for elite
               | credentials and access for their children.
        
               | dleink wrote:
               | "Most people are bad at math" doesn't matter, "When
               | someone has those issues they are more likely to be bad
               | at math" is what we're talking about.
        
         | brigadier132 wrote:
         | I think a few iq points is actually much more impactful than
         | you realize. 1 iq point boosts lifetime earnings by $50k.
         | 
         | https://www.sebjenseb.net/p/how-profitable-is-embryo-selecti...
        
           | fuzzfactor wrote:
           | I would say the most valuable benefits would not be measured
           | in currency.
           | 
           | not my downvote btw
        
             | hnfong wrote:
             | Right, and there is a well-known correlation between IQ and
             | life expectancy/mortality rate....
        
           | max_ wrote:
           | If you used the same techniques used by IQ "research"
           | peddlers to invest money in the stock market, choose startup
           | founders or business managers -- you would go bankrupt with a
           | probability of 1
        
             | hnfong wrote:
             | That's just wrong, because if it's true I could do the
             | exact reverse and earn money with probability of 1....
        
         | tgv wrote:
         | > lack of resources, hunger, mental distractions, illness, or
         | motivating incentives
         | 
         | Sure, that's a factor, but people can also simply be dumb.
         | There's no quality equal for all humans, whether it's length,
         | strength, weight, hair color, or intelligence, regardless how
         | you measure it. The (rather superficial) article looks at it
         | from the first person stance, but individuals are bad at
         | estimating their own cognitive capacities.
        
       | ilrwbwrkhv wrote:
       | That is why finding the right study materials for the
       | fundamentals of a subject is so important. Take some time to find
       | out the right method and material when learning something new
       | till it speaks and inspires you. You will learn much better and
       | faster.
        
       | eesmith wrote:
       | From Neal Stephenson's "Cryptonomicon", at
       | https://archive.org/details/cryptonomicon0000step_b9v1/page/... :
       | 
       | > "Shut up about Leibniz for a moment, Rudy, because look here:
       | You--Rudy--and I are on a train, as it were, sitting in the
       | dining car, having a nice conversation, and that train is being
       | pulled along at a terrific clip by certain locomotives named The
       | Bertrand Russell and Riemann and Euler and others. And our friend
       | Lawrence is running alongside the train, trying to keep up with
       | us--it's not that we're smarter than he is, necessarily, but that
       | he's a farmer who didn't get a ticket. And I, Rudy, am simply
       | reaching out through the open window here, trying to pull him
       | onto the fucking train with us so that the three of us can have a
       | nice little chat about mathematics without having to listen to
       | him panting and gasping for breath the whole way."
        
       | 65 wrote:
       | The way I learned programming was to start with the absolute most
       | basic thing I could think of - changing the color of a button on
       | click in Javascript. With that I could start doing slightly more
       | complicated things, until I could get a whole job as a
       | professional software engineer.
       | 
       | Learning is like climbing a staircase, and what you have to
       | realize is you can't skip steps.
        
         | ocean_moist wrote:
         | I tend to slightly disagree. Some of my most valuable learning
         | was taking on massive projects, and then just doing whatever I
         | could to make it work. Of course, progress would be slow, and
         | you'd need to chunk up the problem and take small steps, but it
         | rarely felt like slowly building up or climbing a staircase.
         | 
         | I think the trial by fire approach, just jumping into the deep
         | end, is a much more effective way to learn. It's also more fun
         | for me.
        
           | pajeets wrote:
           | I actually disagree with both of you. Programming is learning
           | and the code is the side effect of what you have learned. If
           | you jump at a large project but lack the fundamentals you are
           | going to wasting energy on stuff you shouldn't be.
           | 
           | Rather the best way to learn programming I find was to master
           | the basics, memorize the most used routines and commands to
           | avoid having to google it every time (ex. CSS)
           | 
           | The problem now is we have LLM which kind of negate the need
           | and we have lot of engineers who don't have good fundamental
           | systems design.
           | 
           | The other major issue is most of us engineers are scaling for
           | a future that won't come. It's sufficient to squeeze ton of
           | performance out of a single vertically scaled Postgres
           | instance for example without the need to do exotic
           | architectures.
           | 
           | So prerequisites are important like in the article but less
           | so now but the fundamentals and only learning what is needed
           | is critical more than ever (ex. Kubernetes for a blog)
        
             | akira2501 wrote:
             | The best way to learn programming is to read and understand
             | other programs.
             | 
             | It's a really fun field, and you can isolate yourself and
             | get very deep into thought, and then enter an exceptionally
             | rewarding period of cycling between work and learning. I
             | think a lot of programmers eschew more sensible things in
             | favor of exclusively working in this mode.
        
             | ocean_moist wrote:
             | > If you jump at a large project but lack the fundamentals
             | you are going to wasting energy on stuff you shouldn't be.
             | 
             | "Wasting energy" in this case would be learning. This
             | learning happens faster than following a tutorial and
             | "mastering" the basics.
             | 
             | > The problem now is we have LLM which kind of negate the
             | need and we have lot of engineers who don't have good
             | fundamental systems design.
             | 
             | Yeah if you use LLMs for everything you are just going to
             | struggle 10x harder when you encounter a problem. This does
             | not discount my point.
             | 
             | Also why is your name a slur.
        
             | danaris wrote:
             | > If you jump at a large project but lack the fundamentals
             | you are going to wasting energy on stuff you shouldn't be.
             | 
             | On the other hand, for many people (like me!) it can be
             | hard to feel motivated to learn a new programming
             | language/framework/etc just for the sake of it (especially
             | when you've got plenty of stuff going on already). (Note
             | that I use "motivation" here in the immediate, executive
             | function sense, not in the broader desire to do a thing
             | sense.)
             | 
             | In such cases, I have found that the best way to learn how
             | to do what a large project requires is to first define the
             | project that you want to accomplish that uses them, and
             | then break that down into all the parts you need to learn
             | to make it happen.
             | 
             | The outcome _is_ still  "mastering the basics" before you
             | actually take on the large project _as a whole_ , but it
             | can still look very much like trying to tackle the large
             | project from some angles.
        
           | Jtsummers wrote:
           | > I think the trial by fire approach, just jumping into the
           | deep end, is a much more effective way to learn. It's also
           | more fun for me.
           | 
           | If people survive it this gets them past some substantial
           | mental hurdles. People who take too long on the basics often
           | get stuck in the beginner treadmill, not really progressing
           | but getting better and better at those basics.
           | 
           | Unfortunately, it's not perfect. Most of my colleagues who
           | have taken this approach have deficient mental models of how
           | computers work or are missing significant portions of
           | background or fundamental knowledge.
           | 
           | After the trial by fire, you have to go back and fill in the
           | gaps, hopefully deliberately and not just by future trial by
           | fire efforts.
        
             | ocean_moist wrote:
             | This isn't really my experience. I learnt ASM because I
             | wanted to reverse engineer a C binary. I learnt kernel
             | stuff because I needed to write a device driver. I learnt
             | low level networking by writing an HTTP server in C. I
             | learnt programming language design by writing my own
             | programming language.
             | 
             | This was, of course, before LLMs, but I don't see how I am
             | missing "fundamentals." They generally come if you are
             | building something non-trivial and are genuinely interested
             | in technology.
        
               | dns_snek wrote:
               | From what I've observed there's different ways that
               | people cope when they find themselves in the deep end.
               | Some try to learn and understand everything they can
               | about their new environment (this seems to describe your
               | experience), while others just try to find a working
               | solution for their immediate task.
               | 
               | In my experience, the first approach is extremely
               | effective, even if it can sometimes result in analysis
               | paralysis. However workplaces almost always prefer the
               | latter so it can be hard to fill in the gaps later.
        
         | d0gsg0w00f wrote:
         | Yes. I learned that about myself a long time ago. Sometimes it
         | takes me a week to figure out "how to change the color of a
         | button" but after that I can ramp up pretty fast. As I get
         | older it just becomes a question of targeted time investment
         | strategies. Where do I want to invest that week?
        
       | HPsquared wrote:
       | Books and courses usually list their prerequisites. Or good ones
       | do, anyway.
        
         | JustinSkycak wrote:
         | One problem is that it's easy to _think_ you know the
         | prerequisites when in fact you don 't.
         | 
         | For instance, a student struggling in calculus may _think_ they
         | know algebra because they got a decent grade in algebra class,
         | even though they struggle to solve a quadratic equation and
         | they 've forgotten how trig works.
         | 
         | -- Maybe they got saved by grade inflation, or
         | 
         | -- maybe they did learn these things but they've gotten so
         | rusty that they need to effectively re-learn them again, or
         | 
         | -- maybe they learned and still remember everything from their
         | algebra class, but the class was watered-down and cherry-picked
         | the simplest possible cases of problems within each topic
         | (e.g., quadratic equation always has leading coefficient of 1
         | and is solvable via factoring) ...
         | 
         | There's a million different ways that a student can look at a
         | list of prerequisites and mistakenly think that they have
         | learned them, especially if the prerequisites are listed as a
         | handful of high-level categories as opposed to hundreds of
         | granular atomic topics.
        
       | nicf wrote:
       | I'm a tutor, mainly working with adults who want to learn proof-
       | based math, and the message behind this post definitely lines up
       | well with my experience! If you're the sort of person who's
       | animated by the idea of learning math but finding it challenging,
       | it's worth considering that you might be missing some knowledge
       | or skills that you'd be able to develop just fine if you knew to
       | focus on them.
       | 
       | There definitely is such a thing as "mathematical talent", but
       | (a) if you're really excited by math then there's a decent chance
       | your limiting factor is knowledge rather than talent, and (b)
       | there's plenty to appreciate in the subject regardless of how
       | much of it you have. My students come to me at all different
       | levels but if they have enough time and motivation to work on it
       | they all learn a lot of math!
       | 
       | There are also plenty of people in the world who just aren't that
       | into this stuff, but that's not really the population I'm talking
       | about --- unless they _have_ to learn it for some reason, it
       | probably doesn 't bother them that much that they don't know a
       | lot of math! And I imagine a good chunk (though probably not all)
       | of this group could probably find something to like in the
       | subject if it was presented in an appealing way.
        
         | JustinSkycak wrote:
         | 100% agree. What I typically tell people is "your mathematical
         | potential has a limit but it's likely higher than you think."
         | 
         | Not everybody can learn every level of math, but most people
         | can learn the basics. In practice, however, few people actually
         | reach their full mathematical potential because they get
         | knocked off course early on by factors such as missing
         | foundations, ineffective practice habits, inability or
         | unwillingness to engage in additional practice, or lack of
         | motivation.
         | 
         | (My comment here is basically the intro to a detailed article I
         | wrote on the topic: https://www.justinmath.com/your-
         | mathematical-potential-has-a...)
        
           | randcraw wrote:
           | That's an excellent essay. I especially liked this part:
           | 
           | " Active learning and deliberate practice will be covered in
           | more depth in later posts, but below are some key points:
           | 
           | - Effective learning is active, not passive. It is not
           | effective to attempt to learn by passively watching videos,
           | attending lectures, reading books, or re-reading notes.
           | 
           | - Deliberate practice requires repeatedly practicing skills
           | that are beyond one's repertoire. However, this tends to be
           | more effortful and less enjoyable, which can mislead non-
           | experts to practice within their level of comfort.
           | 
           | - Classroom activities that are enjoyable, collaborative, and
           | non-repetitive (such as group discussions and
           | freeform/unstructured project-based or discovery learning)
           | can sometimes be useful for increasing student motivation and
           | softening the discomfort associated with deliberate practice
           | -- but they are only supplements, not substitutes, for
           | deliberate practice.
           | 
           | - Deliberate practice must be a part of a consistent routine.
           | The power of deliberate practice comes from compounding of
           | incremental improvements over a longer period of time. It is
           | not a "quick fix" like cramming before an exam. "
        
             | JustinSkycak wrote:
             | Thanks! Yeah, I guess I should probably link to some of
             | those later posts about active learning and deliberate
             | practice in the article. If you want to read more about
             | that part you liked, here's the main one I'd follow up
             | with: https://www.justinmath.com/deliberate-practice-the-
             | most-effe...
        
           | wonger_ wrote:
           | And when they're knocked off course, they often develop math
           | anxiety. It's a very real sense of dread that's been
           | conditioned over time from test taking pressure, missing
           | foundations, and underperforming.
           | 
           | Then they're not just lacking motivation, they're motivated
           | to avoid math, which makes remediation more difficult. So
           | sad.
        
             | JustinSkycak wrote:
             | Totally. It's a vicious cycle. Once you get knocked off
             | course, you fall into this current that's pulling you
             | further off course. And the further off course you go, the
             | stronger that current is.
        
           | magicalhippo wrote:
           | I've had similar experiences helping my SO, my sister and a
           | good friend with post-high school math in various forms.
           | 
           | My SO had a teacher at school who'd determined she couldn't
           | do math, and had the worst passing grade as a result. She
           | wanted to go to engineering college and lacking the
           | prerequisites she had to take their pre-course, ie all the
           | math and physics required compressed in a year. She struggled
           | hard from the get-go, and I had to go back to elementary
           | algebra and build up. Yet after a few hard weeks the efforts
           | started paying off, and in the end she nearly aced the pre-
           | course.
           | 
           | My sister had never been into math, and had taken a
           | vocational route working in a kitchen. After some time she
           | wanted to go to college doing something else, and that
           | involved taking college level math. While not as strong as my
           | SO, again similar story where persistence and working the
           | foundations helped a lot, and she aced her somewhat easier
           | college math course on time.
           | 
           | My friend was a bit different, in that he'd never been
           | interested in math but had to take it to get the required
           | points to get into some uni program he wanted. He's fairly
           | smart but struggled with motivation. So for him it required
           | finding the right way of forming the questions so he got some
           | motivation to solve it.
           | 
           | These are my most direct experiences, though I've also helped
           | others here and there. It led me to believe _most_ people
           | could do reasonably well at entry-level college math (ie
           | basic calculus, statistics etc). For some it might require
           | quite a lot of effort to get there, but still doable for
           | someone with motivation.
        
           | archagon wrote:
           | Why do you think there is a limit at all? What is it about
           | higher level math that is intrinsically incomprehensible to a
           | subset of people?
           | 
           | I suspect that the limit is actually in research and
           | discovery, not comprehension. Calculus took some brilliant
           | minds to develop but now it can be taught to most high
           | schoolers.
        
             | JustinSkycak wrote:
             | As detailed in the article, my conclusion of there being a
             | limit does not rest on the assumption that higher math is
             | intrinsically incomprehensible to a subset of people
             | (though, unrelatedly, I would expect that to be true in
             | some cases).
             | 
             | In the article, the key underlying assumption is that the
             | further you go in math, the more energy it requires to
             | learn the next level up -- and everyone's "energy vs level
             | of abstraction" curve is shifted based on their cognitive
             | ability and degree of motivation/interest.
             | 
             | Here is a quote from the article that gets at the main
             | argument:
             | 
             |  _" As Hofstadter describes, the abstraction ceiling is not
             | a "hard" threshold, a level at which one is suddenly
             | incapable of learning math, but rather a "soft" threshold,
             | a level at which the amount of time and effort required to
             | learn math begins to skyrocket until learning more advanced
             | math is effectively no longer a productive use of one's
             | time. That level is different for everyone. For Hofstadter,
             | it was graduate-level math; for another person, it might be
             | earlier or later (but almost certainly earlier)."_
             | 
             | https://www.justinmath.com/your-mathematical-potential-
             | has-a...
        
         | SoftTalker wrote:
         | > adults who want to learn proof-based math
         | 
         | What is their usual motivation for this? Do they find they are
         | running into regular work or life situations that require it?
         | 
         | I think about all the math I took in high school and undergrad,
         | and in my adult life I have not used anything more advanced
         | than basic middle school algebra and occasionally some simple
         | trigonometry. I don't even remember most of what I learned,
         | other than very high-level concepts.
        
           | nicf wrote:
           | Motivations vary a bit, but most of them are just in it for
           | personal enrichment, and the people who are in it for
           | personal enrichment tend to be the most likely to stick with
           | it. There are definitely jobs that require more math than the
           | things you listed, but even if you have one of them the way I
           | teach is usually more optimized for curiosity than
           | professional goals.
        
           | PartiallyTyped wrote:
           | > What is their usual motivation for this? Do they find they
           | are running into regular work or life situations that require
           | it?
           | 
           | I have a chip on my shoulder. In university I was depressed
           | and didn't even bother attending lectures let alone doing the
           | work in the first couple of years, couple that with
           | professors who when contested were off by a 20-40% bc they
           | cba to care for a secondary course in another department...
           | 
           | When looking for thesis advisors, I found one interested in
           | the things I was. They made a comment asking whether I had an
           | issue with mathematics. Over the year I learned enough
           | mathematics to get to what I was interested in and understand
           | the bleeding-edge literature (calc, linalg, vec calc, prob
           | theory, etc). I corrected some of his proofs in his classes
           | by the end of the thesis.
           | 
           | Still, my early grades haunt me, and parts of me wants to get
           | a math degree just to prove that it is not a skill (read,
           | intellect) issue.
        
         | elawler24 wrote:
         | I always thought I was bad at math. Then I decided to learn it
         | again from the ground up when studying for the GMAT. I hired a
         | tutor who completely re-taught me the basics and got me excited
         | about it for the first time. I was amazed by how quickly I
         | became comfortable with concepts as an adult, topics I assumed
         | I was innately "bad" at. It made me realize how many things I
         | could one day learn, given enough time and interest. Glad there
         | are good tutors out there!
        
         | scarmig wrote:
         | Just wanted to chime in that Nic is an amazing tutor, and if
         | you're someone who wishes they had studied math more
         | rigorously, you should reach out! You'd be amazed how much you
         | can learn in an hour every week or two that's focused entirely
         | on your interests/strengths/weaknesses.
        
         | fsckboy wrote:
         | > _I 'm a tutor, mainly working with adults who want to learn
         | proof-based math_
         | 
         | are you calling college students adults? because otherwise,
         | what adults are trying to learn proof based math?
        
           | nicf wrote:
           | Good question! No, I don't usually work with college
           | students. Most of my students are actual grown-ups with jobs.
           | I've found quite a few people who just wish they'd been able
           | to study this stuff in college but didn't get the chance for
           | whatever reason and still have some unresolved curiosity
           | about it. It's a very fun group to work with; they're very
           | motivated!
        
       | KronisLV wrote:
       | Lovely article, though honestly getting those prerequisites also
       | takes a lot of time, effort and either motivation or discipline
       | in ample amounts.
       | 
       | As someone who was the "smart kid" growing up, going to the
       | university without good work ethic was pretty eye opening, no
       | longer being able to coast on intuitively getting subjects, but
       | rather either having to put in a bunch of effort while feeling
       | both humbled and dumb at times, or just having to sink
       | academically.
       | 
       | Even after getting through that more or less successfully and
       | having an okay career so far, I still definitely struggle with
       | both physical health and mental health, both of which make the
       | process of learning new things harder and slower than just
       | drinking a caffeinated beverage of choice and grokking a subject
       | over a long weekend. Sometimes it feels like trying to push a
       | rock up a muddy slope.
       | 
       | And if I'm struggling, as someone who's not burdened by having
       | children to take care of or even not having the most demanding
       | job or hours to make ends meet, I have no idea how others manage
       | to have a curious mind and succeed the way they do.
       | 
       | Admittedly, some people just feel like they're built different.
       | Even if I didn't have those things slowing me down as much
       | (working on it), I'd still be nowhere near as cool as people who
       | dive headfirst into low level programming, electrical
       | engineering, write their own simulations, rendering or even whole
       | game engines and such. Maybe I'm just exposed to what some
       | brilliant people can do thanks to the Internet, but some just
       | manage to do amazing things.
        
         | vundercind wrote:
         | > As someone who was the "smart kid" growing up, going to the
         | university without good work ethic was pretty eye opening, no
         | longer being able to coast on intuitively getting subjects, but
         | rather either having to put in a bunch of effort while feeling
         | both humbled and dumb at times, or just having to sink
         | academically.
         | 
         | Modern gifted education is very aware of this and is working on
         | fixing that. How effectively, I dunno, probably not very, but
         | at least it's a hot topic in the field this century.
         | 
         | Damn near every person I've know who was "gifted" has a similar
         | story, myself included. There's a lot of lost potential because
         | we badly mis-handle those kids for years and years on end.
        
           | dsign wrote:
           | I thought that I was gifted, but in retrospect, maybe I
           | wasn't. I couldn't play any games well; not the physical
           | ones, not computer games, not card or board games. The other
           | kids would get them fast, while I was always dumbfounded and
           | it took me a long time to grasp the rules. Once, it became
           | popular to play Warcraft in my circle of friends and, try
           | hard as I may, I was the rag they mopped the floor with :-) .
           | But math, physics and computer sciences were another story,
           | because growing up I didn't have anything more interesting to
           | do than reading and solving exercises from old soviet
           | textbooks. So, I think I wasn't gifted, or just gifted by
           | serendipity.
        
             | Jensson wrote:
             | Symbolic manipulation and intuitive understanding doesn't
             | seem to be very correlated to me. I've met people who are
             | very good at manipulating symbols, but they aren't very
             | good at understanding less formal things like strategy
             | games well, they tend to invent way too rigid rules for
             | themselves and lose since they are bad at adapting.
             | 
             | So maybe you are very smart with symbols, but less so with
             | intuitive understanding? There is nothing wrong with that,
             | makes it easier to decide what to work on, focus on your
             | strengths and let others cover for your weaknesses.
        
               | lamontcg wrote:
               | My memory is kinda shit.
               | 
               | So when I was in the gifted program, they got real
               | concerned about how I didn't know my times tables and was
               | super slow at a few of them. This was the 1970s, and
               | before I knew binary, so 7s and 8s caused me issues. So
               | I'd figure out 8x8 by going from 6x6=36 (real easy to
               | memorize) and then adding +6+6 to mentally fill out the
               | 8x6 block and then adding +8+8 to fill it out to a 8x8
               | block (I'm visual/geometrical).
               | 
               | I was the first kid in school to pass the AHSME to get
               | invited to take the AIME though. Being before the
               | internet, and being stuck on an island in Alaska, didn't
               | get me enough exposure to higher math through my own
               | self-direction to get anywhere on the AIME. If you don't
               | live anywhere near a University library and/or don't know
               | you can use it, that'll set you behind (at least back
               | then, these days there's YouTube and sci-hub and
               | friends).
               | 
               | I still think I would have hit a wall anyway with Math,
               | even with perfect exposure, because I'm visual and higher
               | Math seems to require being very good with symbols and
               | memory as well.
               | 
               | I suspect lots of people still underestimate me because
               | my memory is ass, and we associate memory with
               | intelligence so much (e.g. Jeopardy).
        
               | Viliam1234 wrote:
               | I used to believe that I was good at math _because_ my
               | memory was shit. So I had to actually _understand_
               | everything, because I couldn 't rely on memorizing it.
               | 
               | But some random facts were easy to memorize, for example
               | that the chessboard has 64 fields. I had problems with
               | 6x9 and 7x8 though, always confused about which one was
               | 54 and which one was 56.
        
               | eastbound wrote:
               | Oh! So that's why my teachers made us memorize row by
               | row: For me 54 and 56 are in an entirely different
               | category (resp the 6 and 8 categories), didn't even
               | realize they landed in the same dozen when learning my
               | tables!
               | 
               | And I don't have a good memory either.
        
               | tharkun__ wrote:
               | I can't tell you what 6x9 is. But I can tell you what 9x6
               | is. I always turn that one around. My mind immediately
               | jumps to a visual 60 coz 10x6 is super easy of course and
               | subtracting 6 from it is easily 54.
               | 
               | Similarly 8x7 I can't tell you but 7x8=56 in my brain
               | feels like a little "rhyme" I just need to repeat and I
               | have the answer.
               | 
               | That's also how I remember (somewhat) arbitrary
               | passwords. If it "flows" well almost like a rhyme and can
               | be typed fluently I'll remember. Actual arbitrary ones
               | don't work as well.
        
             | novok wrote:
             | You might have certain targeted deficiencies that make
             | processing those things well difficult. Like I have a hard
             | time finding things in visual space, so I'm not good at
             | jigsaw puzzles. I have slower reaction times & processing
             | speeds also which makes me not as good at video games as I
             | should be combined with the visual space deficiencies. When
             | a shit ton of stuff is happening on screen I lose my place,
             | while others might be able to manage it.
             | 
             | But I also show an ability to think and learn deeply and
             | score very well on symbolic and verbal intelligence, I also
             | connect the dots very well and show a lot of skip thinking
             | behavior. I call my brain a high torque, low RPM engine.
             | 
             | Also you might not like anything that is 'competitive', so
             | your brain shuts down in avoidance / disinterest. Or you
             | might think deeply about everything, so it always takes you
             | a while at first, but once you grasp it you grasp it at a
             | deep level unlike others.
        
               | dleink wrote:
               | Hmm, this rings some bells for some people I know. Did
               | you learn about those deficiencies and proficiencies in a
               | systematic way or through experience? Any resources you'd
               | suggest for thinking more deeply about these things?
        
               | novok wrote:
               | A neuropsychological assesment figured it out for me,
               | helped me connect some dots also.
        
               | grugagag wrote:
               | Things improve with practice though, at least they did
               | for me. I largely sucked at action video games as a kid,
               | I also didn't have interest probably because I wasn't
               | good. I took to learning musical instruments and now in
               | my 40s I accidentally found Im pretty good at videogames,
               | much much better than when I was young. Coincidentally I
               | got better at sports as well.
        
               | odo1242 wrote:
               | This reminds me of how a lot of top video game
               | speedrunners (e.g. Portal) are professional musicians
               | because they are very good with accurate timings lol
        
               | vonunov wrote:
               | There's also some anecdata floating around in the -- what
               | would you call it, the "competitive speed typing"
               | community? Or "people who play TypeRacer a _lot_ ". Some
               | seemingly significant correlation between skill in typing
               | and piano. Or at least the appearance of skilled typists
               | having some interest or experience in piano. This could
               | probably be generalized to being good at fingering or
               | timing, or maybe even further, to having effective
               | mindsets or attitudes regarding performance of skills
               | (like the need for a presumptive confidence of sorts), or
               | being aware of good practice methods.
        
               | lelanthran wrote:
               | I accept your hypothesis, but allow me to suggest an
               | alternative hypothesis for you to consider (and maybe
               | reject after consideration).
               | 
               | I am in my late 40s. Modern videogames are a great deal
               | easier than games I played as a child. I tried playing a
               | few games from my mispent youth recently, and was
               | absolutely amazed at just how much harder they were.
               | 
               | FWIW, I also play music, mostly guitar.
        
             | NegativeK wrote:
             | Gifted/high IQ/whatever is not a blanket pass to excel.
             | We'll suck at a lot of things, we're subject to plenty of
             | the same mental illnesses and struggles, etc.
             | 
             | Gifted education is intended to address the needs of the
             | students beyond what can be provided in a standard
             | classroom. That's not just more worksheets or harder
             | textbooks; it should also cover students who are able to
             | coast through the advanced classes and make sure they know
             | that they, like every other human, won't have everything
             | easy. A lot of school programs have missed the mark and a
             | lot will, but education is a process of improvement. Many
             | of the teachers today are doing better for the kids because
             | of the lessons learned from our teachers.
             | 
             | Special education (including gifted education) isn't
             | legally mandated in schools to make the students prove
             | they're eligible for the label. If you got value out of the
             | program, it was meant for you.
        
               | nothercastle wrote:
               | Why do you think that after "no child left behind" the
               | situation is better for talented kids? IMO the situation
               | is much much worse. Many gifted programs are being
               | eliminated and all classes are being slowed down to
               | accommodate the bottom 33%. Even slightly above average
               | kids are going to feel like 2 standard deviation genius
               | doing basic school work because compared to the
               | curriculum they are.
        
               | matheusmoreira wrote:
               | > Even slightly above average kids are going to feel like
               | 2 standard deviation genius doing basic school work
               | because compared to the curriculum they are.
               | 
               | They'll be treated like geniuses too. I used to get
               | treated like one because of my incredible ability to plug
               | numbers into formulas and write down the answers that
               | came out in a piece of paper. I simply did not understand
               | how people could possibly have any problem with it. I
               | found it so dull I ended up in a computers course where I
               | learned to automate that kind of human computer nonsense
               | away forever.
               | 
               | They treated me like a genius for working out some basic
               | math, and the truth is I _suck_ at math. I actually like
               | math, but I suck at it. I used to get away with never
               | needing to do homework as a kid. As a result I never
               | developed the discipline necessary to hone math skills.
               | Now I want to learn something interesting like queueing
               | theory but I barely understand the papers and articles
               | because I 'm missing numerous prerequisites.
        
               | IOT_Apprentice wrote:
               | Your post seems contradictory in that you could plug
               | numbers into formulas and get answers. Isn't that a
               | fundamental skill? Is there an implied value in
               | understanding the formula and how to apply it via math to
               | obtain a correct answer?
               | 
               | The question then is how did you develop the ability.
        
             | anthk wrote:
             | Roguelikes like Nethack/Slashem/Dungeon Crawl Stone Stoup
             | and strategy/RPG games such as Liberal Crime Squad or
             | Battle for Wesnoth would be easier for you.
        
           | Viliam1234 wrote:
           | As a gifted kid, when you get to university, you are supposed
           | to learn work ethics practically overnight. Until then,
           | between your 6 and 18 years, the school kept telling you that
           | you should slow down and wait until the average kids also get
           | it.
           | 
           | That's like failing at a sprinting competition, when your
           | entire training consisted of walking really really slowly.
        
             | ChrisMarshallNY wrote:
             | My wife has a nephew that is _insanely_ smart. Like, aced
             | the SATs at 15 smart.
             | 
             | His mother insisted that he have a fairly normal-paced
             | education, and it seems to have paid off.
             | 
             | He's a really decent chap, who teaches at a university, is
             | married, and has a kid. His college career was at top
             | schools, though. They pretty much threw scholarships at
             | him.
             | 
             | I like the article. Very humble and encouraging.
        
             | noduerme wrote:
             | There are gifted schools that don't force kids to slow down
             | to the lowest common denominator. I went to one. In theory,
             | they also enforce a work ethic. My problem was the reverse:
             | I started working after school when I was 15, and when I
             | got to university I found my peers had absolutely slovenly
             | work ethics and no experience, and I was being taught
             | things that were laughable in a real work environment, by
             | professors who hadn't had a real job in decades (if ever).
             | And I was supposed to be paying $30k a year for the
             | privilege. I realized at 19 that I was better off at any
             | pay rate in the private sector ;)
        
               | yial wrote:
               | I had a similar experience perhaps in some ways. I
               | graduated high school and initially started university at
               | 14. (I was tall, which is probably good in this case, as
               | it let me pass for a very young looking maaaaybe 18, in
               | the setting).
               | 
               | My "work history"
               | 
               | Has been 8 ish, doing yard work around town with 2 other
               | kids (nothing crazy, weeding, push mowing, leaves,
               | clearing brush, etc), and then working at a stables for a
               | bit when 12.
               | 
               | I ended up getting an hourly part time position at
               | campus, at 16 ish I took a break for 2 years, worked in
               | grocery, and then in pharmacy.
               | 
               | 18, I ended up back at school. Embarrassingly it took me
               | 3 more years to finish my undergrad. But I worked full
               | time or nearly full time the entire time. (Floater
               | pharmacy tech, part time backup event photographer, and
               | then as a store manager at a hobby store).
               | 
               | I found it very hard to make friends with people my own
               | age, but found it incredibly easy to make friends with
               | returning students - either they had worked a career and
               | came back to school, or had done some time in the
               | military etc., I also made some great friends who had
               | moved to the U.S., usually as late teens, from developing
               | countries.
               | 
               | Knowledge, perspectives, etc I learned from these people
               | ... and from some people I ended up being very lucky to
               | work with, honestly proved in hindsight to be much more
               | impactful and valuable to my life and career then I could
               | have ever imagined.
               | 
               | I will say, tongue in cheek, but also some truth:
               | 
               | You could probably apply the anna karenina principle to
               | all of the people I can think of who were impactful in
               | some way... either through the lens of trauma/ struggle /
               | or dysfunctional family. (This would also apply to
               | myself!)
        
               | noduerme wrote:
               | I believe real world friends or colleagues are your
               | alternative family. (Online friends, not so much). In any
               | case, its so critical to have your eyes open to other
               | traditions and creeds and ways people live their lives.
               | Without that, we would just judge without knowing why
               | people did things.
               | 
               | The person you need to show mercy to most is yourself.
               | And to do that you have to understad how everyone else
               | lives.
        
               | axus wrote:
               | Which school did you go to, and are you aware if it's
               | kept the same high standards? I believe there are
               | interesting challenges for any mind, the hard part is the
               | match-making customized for each person. It'd be cool if
               | there was an equivalent Facebook/Netflix algorithm for
               | learning.
               | 
               | I always thought the alternative to "gifted programs" is
               | not having a program which is even worse. At some point
               | optimizing teaching becomes unaffordable.
        
               | noduerme wrote:
               | The elementary school I went to operated somewhat as a
               | petri dish for psychiatric experiments, as I realized
               | later, with class sizes around 15 students and extremely
               | personalized teaching. My 8-12 grades were at a private
               | prep school. Both could be scalable models, but it would
               | require a moonshot level of public funding to go into
               | hiring potential teachers away from more lucrative jobs.
               | (Personally, I'd love it if my taxes went to that).
               | 
               | But I don't credit those schools for my success. Nor do I
               | credit native intelligence. My two elder brothers are
               | lawyers whose names you likely know; think of the largest
               | case in recent history. One is severely dyslexic and the
               | other I'd wager is mildly autistic. I'm a college
               | dropout. Oddly, I earn more per hour designing databases
               | than the famous one does taking down large companies.
               | What we had in common was a pattern of learning _how_ to
               | think, how to be curious and ask questions, and how to
               | separate wheat from chaff. All of which came from our
               | grandfather, who was forced to leave a yeshiva at 12
               | years old, and his father, and his grandfather.
               | 
               | I truly believe that almost all formal education is bunk.
               | It's a useless plaster on a gaping social wound, namely
               | that parents don't have the toolset to teach children a
               | love of learning throughout their lives, along with the
               | methods and skills to do so for themselves. All the
               | information taught in K-12 schools is readily available,
               | yet most adults can't remember a thing about the most
               | basic aspects of history, math or science. The reason
               | being, they weren't interested when they learned it the
               | first time, and they weren't raised to be curious enough
               | to answer their own questions or (re)fill holes in their
               | own knowledge. This is why most people can't utter the
               | words, "I don't know, let's look it up." Moreover, most
               | people don't believe it's their obligation as a person to
               | be as well-rounded as they can make themselves, because
               | no one ever told them that was important, even crucial to
               | their survival.
               | 
               | Learning itself should be taught. And it can be taught at
               | home. The major obstacle would be how to overcome,
               | obliterate and shame the intellectual laziness of most
               | people that's built into most cultures - including those
               | of most who go to college. Everything else, all concepts
               | and facts, can be learned later, and are ephemeral.
        
             | madaxe_again wrote:
             | My university experience was very much "submit! work!" - I
             | was on "keeping of term" almost permanently and had the
             | threat of rustication hanging over my head for the duration
             | of my time there as I flat out refused to attend lectures,
             | tutorials, or labs - I was having way too much fun running
             | a bar and the debating society.
             | 
             | Anyway. What I learned was that people rarely make good on
             | their threats, that charm and doing the absolute bare
             | minimum to not "get fired" will get you through - and that
             | I can cram a three year physics course into a month of
             | intense study and still pass with a 2:1, which they demoted
             | to a Desmond as they didn't feel they could in good
             | conscience reward me with a 2:1 - which also taught me that
             | institutions can't be trusted and are ultimately run by
             | opinion.
             | 
             | This lead to a career path of opportunistic system-hacking
             | and an early retirement to a cabin in the woods. I never
             | had a work ethic, apart from in that which interests me. If
             | something bores me, it's for the birds.
             | 
             | I'm not quite sure what I'm trying to say here, other than
             | that at _no_ point in my education was I given any useful
             | guidance or advice, just expectations of prodigy, and was
             | left to figure things out for myself - which I did, but not
             | as I think others would have hoped. I now, in my forties,
             | know that I have raging ADHD - it wasn't even a
             | consideration as a kid - just that I was "brilliant but
             | bone-idle".
        
               | lr4444lr wrote:
               | Do you think yours is a life well spent for anything or
               | anyone other than your own enjoyment, even if you were
               | clever enough to save yourself the stress suffered by
               | many?
        
               | madaxe_again wrote:
               | I would say that it has not provided as much utility
               | value to mankind as it could have. Sure, I've created
               | jobs, generated wealth, given to philanthropic causes -
               | and in excess of the lives lived by most - but I would
               | say with confidence that had I perhaps had some guidance
               | other than the eternal threat of punishment, I would have
               | developed something other than a frankly criminal
               | instinct, and might have been more able to give more to
               | society and fulfil my potential.
               | 
               | Instead, I learned to avoid the consequences, not to
               | avoid the crime, and can't deny that I have chosen a
               | selfish path as a result.
        
               | biorach wrote:
               | You could have phrased that in a much less judgemental
               | way.
        
             | mgaunard wrote:
             | School is easy, the point of it is more to learn social
             | skills.
        
               | whiterknight wrote:
               | We must spend 30-50% of state budgets, monopolize
               | children's time, and expose them to violence and drugs so
               | they can learn to socialize.
        
               | mgaunard wrote:
               | We don't spend 50% of state budgets on primary/secondary
               | education.
        
               | whiterknight wrote:
               | It does if you consider the part going to your county:
               | 
               | "In 2022, the federal government spent ... This is 13.6%
               | of the total spent on elementary and secondary education
               | in 2022. The remaining funding comes from state and local
               | governments, which contribute 43.7% and 42.7%,
               | respectively."
        
               | feoren wrote:
               | You've misread that. It is not saying that 43.7% of the
               | state budget goes to elementary and secondary education.
               | It is saying that 43.7% of the funding for education
               | comes from the state. Those are completely different.
        
               | whiterknight wrote:
               | No. If 20% of the state budget is then that amount is
               | matched by an equal part local. So state + local
               | education would be 40% of the state budget.
               | 
               | education (property tax) dominates local spend. So yes we
               | do tax and spend extraordinary amounts on education.
        
               | Loughla wrote:
               | The most recent number I could find is from 2021, and on
               | average, states spent 21.5% of their budget on k-12
               | education.
        
               | whiterknight wrote:
               | The state and local pay about equal portions. But do you
               | have anything to say about the argument in my comment?
        
               | ricardobeat wrote:
               | Was there an argument? Lots of places in the world have
               | state-backed top-notch free education, without the guns
               | and violence.
        
               | avemg wrote:
               | Believe it or not, it's not easy for many people. Be
               | careful about making such sweeping generalizations based
               | on your personal experience.
        
           | sien wrote:
           | It's funny, I was good at basketball as a kid. I played
           | 'representative' and went to country championships.
           | 
           | Doing that made it clear to you that you might be good in
           | your city but there were still kids who were way, way better
           | than you were likely to be.
           | 
           | In contrast, smart kids often don't hit a 'bigger pool' until
           | they get to university.
           | 
           | In some ways many places are better at handling kids who are
           | good at a sport than they are kids who are good at school.
        
             | Terr_ wrote:
             | > In some ways many places are better at handling kids who
             | are good at a sport than they are kids who are good at
             | school.
             | 
             | An abrupt cynical thought: Could it be related to how
             | sports are closer to being a revenue-source?
        
               | ElevenLathe wrote:
               | What high school makes money from their sports programs?
               | Even in basketball or football-obsessed towns, I doubt
               | the ticket sales and concessions revenue from home games
               | would even cover the coaches' salaries, transportation to
               | away games, and uniforms. Most schools near me have
               | players sell candy or coupon books to pay for their
               | teams' expenses.
        
               | firesteelrain wrote:
               | Schools in some parts of Texas, Florida and Ohio
               | 
               | https://www.latimes.com/nation/la-na-stadium-arms-race-
               | snap-...
        
               | kjkjadksj wrote:
               | Those are rare and usually heavily alumni donor
               | subsidized.
        
               | ElevenLathe wrote:
               | The cost of these mega stadiums seems even less likely to
               | be covered by revenue from the teams.
        
               | uncanneyvalley wrote:
               | It's not revenue, it's prestige. Except in Texas, where
               | it's both.
        
               | sien wrote:
               | It's not revenue. I wasn't in the US. People sink money
               | into high performance athletes. They lose money. In
               | Australia only the AFL and Rugby League make much money.
               | That is also only at the high levels.
               | 
               | There are places in Australia, such as Sydney, that have
               | a network of selective high schools for kids who do well.
               | But outside of Sydney it's much weaker.
               | 
               | There is more effort put into kids who are not doing well
               | at school to improve their performance than in getting
               | the most from kids who can do well. Perhaps it makes
               | sense.
        
               | throwaway2037 wrote:
               | Wait, professional cricket doesn't make money?
        
               | walthamstow wrote:
               | You can make a decent living playing cricket in Aus (or
               | England) but for the big bucks you have to go to the
               | Indian Premier League
        
               | cvwright wrote:
               | Probably more that lots of kids will try super hard to be
               | good at sports. Being good at school carries a certain
               | level of stigma and lots of kids who could be "smart"
               | choose to slack instead.
        
               | cratermoon wrote:
               | Nah. It's been painfully clear to nerds for a long time
               | that sportsball players are much more highly respected
               | and like than eggheads.
        
               | kjkjadksj wrote:
               | Sports only make money at the point of the most elite
               | college programs, usually mainly its the football or
               | basketball program that subsidizes the rest of the
               | athletic program.
               | 
               | I think its more you become aware of where you stand
               | fast. You go to meets or games of a bunch of different
               | schools and see who is literally the best in the area.
               | You go to state competitions and see who is best in the
               | entire state. And then there are nationals where you see
               | who is best in the entire nation. Throughout this your
               | stats are posted online where you and college scouts can
               | see them.
               | 
               | Academics have no comparison. We struggle to even compare
               | grades because of grade inflation.
        
           | BeFlatXIII wrote:
           | There's "gifted" and there's gifted. The truly gifted often
           | think they _have_ learned how to work hard because their
           | classmates in the "gifted" classes got praised for their hard
           | work. There's a top echelon of kid who is both common enough
           | that every school district has 1-10 in each cohort but
           | notably more advanced than what district standard gifted
           | education is designed to handle.
        
           | dheera wrote:
           | Same here.
           | 
           | I used to be one of the math/science wiz in grade school. I
           | also got hammered on the work ethic part, multiple times.
           | Unfortunately studying/working 12+ hours a day in the name of
           | "work ethic" impacts my body beyond what I can handle, and
           | mental health as well. That's not the way I operated growing
           | up, and my body isn't going to handle it all of a sudden now.
           | 
           | Here I am, 3 cardiac arrests later, trying to figure out how
           | to fit into a society where everyone seems to be hellbent on
           | working every waking hour and eating UberEats while I'm
           | trying to stay alive with immense amounts of self-care in my
           | off-work hours (cooking healthy, hiking, actually
           | disconnecting from the internet, etc.).
        
             | throwaway2037 wrote:
             | > Unfortunately studying/working 12+ hours a day
             | 
             | I am confused. Why didn't you reduce your hours to find
             | mental happiness?
        
               | paganel wrote:
               | Not the OP, but there's another poster in this whole
               | thread who says that he studied "16 hours per day" and
               | that his former college mates, much gifted than him but
               | who hadn't studied as much, now live "mediocre" lives.
               | 
               | Which is to say that this is the competition that lots of
               | people who study in a professional environment (i.e. not
               | for fun) have to grapple with, I feel sorry for them
               | because I don't see an easy solution for all this madness
               | (because it is definitely madness to study 12-16 hours
               | per day).
        
               | dheera wrote:
               | In high school I could sleep well AND ace everything. I
               | didn't have to study that much to ace honors and AP
               | courses.
               | 
               | Partially because I aced everything, I got into one of
               | the universities considered "top". Although I was excited
               | about the research part, I quickly found out that many
               | courses were hard af. I had to study 12+ hours a day to
               | get good grades there. I did get good grades after the
               | initial shock, but it was hard, I slept very little, and
               | I fucked up my health doing it, without realizing it at
               | first.
               | 
               | Tech companies I have worked at, including the one I just
               | left, routinely don't give you the option to work 8
               | hours. It's either you work 12+ hours to meet performance
               | expectations or they ask you to leave. My body,
               | unfortunately, cannot tolerate that and "needing to work
               | normal hours" isn't generally one of the available
               | disability accommodations.
        
           | brianf0 wrote:
           | I was an inner city "gifted kid" - although I'm proud of what
           | I have accomplished so far, I feel like my potential was
           | stifled, as you said mis-handled. I'm very interested in
           | helping inner city gifted kids today unlock their full
           | potential. How could I start?
        
           | noduerme wrote:
           | Hey, screw modern education. Particularly if you went to a
           | "gifted school". I was stupid for going to college for a
           | year. At least I dropped out and saved myself a lifetime of
           | debt.
           | 
           | Think of the time you waste with that garbage versus how much
           | you can "grok over a weekend" and the math is definitely in
           | favor of the latter.
           | 
           | The major flaw in the educational system in the US is that
           | it's run for profit and it wrongly informs people they need
           | to stay in it, rather than gaining real world experience.
           | Coding, in particular, but also design and web are _trades_.
           | Like bartending, plumbing, or fixing cars. They 're really
           | only learned on the job, and every school that promises to
           | place you in them is a racket. (I also wasted $500 on two
           | weeks of "bartending school" when I was 21, just to see a
           | roster of horrifically shitty bars that were supposedly
           | hiring. All lessons in who's scamming you should be that
           | cheap. What does higher ed cost these days?)
        
             | FranzFerdiNaN wrote:
             | Yes those people who went to school for dentistry or
             | medicine or law or engineering are all idiots who just
             | should have spend a weekend reading a Wikipedia page.
        
               | darkwater wrote:
               | Dentists and doctors in general is complicated because
               | it's impossible to train "on your own", but law
               | school...come on, you just need a good brain, patience
               | and reading a lot.
        
             | firesteelrain wrote:
             | You have some valid points like college won't necessarily
             | teach you what your job needs you to do. There have been
             | some partnerships with companies where they have asked
             | colleges to step in a build out degreed training programs.
             | 
             | People with degrees regardless of degree do tend to make
             | more money in the long run.
        
               | noduerme wrote:
               | >> People with degrees regardless of degree do tend to
               | make more money in the long run.
               | 
               | In aggregate. But that's wildly skewed by people who end
               | up with higher degrees. If you look at bachelors, for
               | every 2 people with a degree who make $20/hr bartending
               | or selling used cars, there may be one person with no
               | degree earning $150/hr coding or plumbing or fixing
               | machines.
        
           | matheusmoreira wrote:
           | I'm not sure being "gifted" has anything to do with it. High
           | school is easy, and they keep dumbing it down over time.
           | Little to zero effort is required to pass. This can fool
           | people with a minimal amount of intelligence into thinking
           | they're Very Smart. Especially since everybody keeps telling
           | you that you're the smartest kid around and treating you like
           | a nerd. I was able to get near max grades with little study
           | in the subjects I cared about, and passable grades with zero
           | effort in the ones I didn't. It can seriously warp one's
           | perception of reality.
           | 
           | When I got into medical school I straight up failed a class
           | for the first time in my life right in my first semester. I
           | got my ass kicked so hard it's not even funny. I had to put
           | in actual effort into learning stuff for the very first time
           | in my life. I had to spend all of my waking hours in the
           | laboratories to learn this stuff. I met people who had zero
           | issues studying 5-10 times as much as I did. In the middle of
           | it all I got diagnosed with ADHD by the neurologist I was
           | shadowing.
           | 
           | This is when I finally understood the point of school. One of
           | the most bitter complaints from students is the fact most
           | people don't use the knowledge they learn. That's not really
           | the point of school. The point is to just show that you can
           | learn. The point is teaching you how to study and apply
           | yourself so that you don't get your ass kicked later in life
           | when the really difficult stuff starts. Perseverance and
           | mental resillience.
           | 
           | I'm not really a "gifted" person but people treated me like
           | one and in retrospect it was quite detrimental to me. If
           | anything they probably need to identify the "smart" kids and
           | kick their asses harder because the existing classes aren't
           | getting the job done. But if teachers do that people accuse
           | them of tracking...
        
             | hnfong wrote:
             | I wonder how many of these "work ethic" stories are just
             | undiagnosed ADHD stories in disguise...
             | 
             | I mean, this is the second time I see ADHD mentioned in
             | this thread, and the story of somebody who just can't keep
             | focus study for long hours kind of fits textbook symptoms.
             | 
             | To be clear, I'm _not_ saying everyone commenting here with
             | similar stories have ADHD, but uh... if it rings a bell,
             | maybe think about it.
             | 
             | (FWIW, I suspect I'm also an undiagnosed case...)
        
               | matheusmoreira wrote:
               | Oh lots. Not all but lots. It's not like I have a study
               | to point to but I still have no doubt about that. You'll
               | see lots of ADHD types here and in similar forums. For
               | some reason, ADHD people seem to be really attracted to
               | technology. They have "attention deficit" and yet don't
               | have any trouble at all concentrating for 10 hours
               | straight on things they care about and I often find that
               | technology in general is in that list. Remember that
               | "bipolar lisp programmer" article? It's more like ADHD
               | lisp programmer. Actual bipolar patients I've seen
               | weren't like that.
               | 
               | When I talk to an ADHD patient, I end up getting this
               | distinct feeling they're talking about me instead. I run
               | them through the diagnostic criteria and they match. I
               | still refer them to a trusted psychiatrist regardless so
               | that a proper differential diagnosis can be made, which
               | does include bipolar disorder. Psychiatry is hard and I'm
               | not about to underestimate the difficulty of it,
               | especially since I could kill the patient if I'm wrong.
               | So far getting this feeling seems to be virtually
               | pathognomonic though.
        
               | hnfong wrote:
               | Maybe because tech is responsive. In most cases the time
               | required to compile, run and test code is a couple
               | minutes. A couple hours at worst. The immediate
               | gratification is really attractive for ADHD people.
               | 
               | ^ This was what I intended to comment, and then I thought
               | I should look up the "bipolar lisp programmer" article
               | since I haven't read it before.
               | 
               | And I'll just note that, while the article doesn't
               | mention it, a major feature touted by Lisp enthusiasts is
               | the REPL :) Talk about immediate gratification...
               | 
               | By the way, the story sounds like mine too. Except I went
               | to law school (law is undergrad in where I live).
               | Everyone assumed I did poorly because I wasn't interested
               | in the subject (a reasonable assumption since I was
               | clearly oriented towards programming), but I think the
               | real problem was the "artifice" mentioned in the article.
               | Today, I still read legal cases/materials with interest
               | from time to time, but if I were put back in that
               | artificial law school environment I don't think I'd
               | survive.
        
           | varjag wrote:
           | It's strange, smart kids in my uni absolutely aced it.
           | 
           | Hate to be that guy but did you ever consider that you
           | weren't much above average? It could be the weaksauce school
           | curriculum issue.
        
             | IOT_Apprentice wrote:
             | Aced what? I'm missing context it seems.
        
           | nsagent wrote:
           | This rings so true to me. In fifth grade after being given an
           | IQ test, I took Algebra I early, only to retake it when I
           | moved to junior high the next year. Then I had to retake trig
           | because I did no homework, but aced the tests. Luckily the
           | teacher recognized my ability and allowed me to take pre-calc
           | while I retook trig.
           | 
           | By the time I was in undergrad I had no motivation to study.
           | I'd skip classes and cram the night before for any class that
           | was memorization based. I didn't even buy the books, just
           | went to the library and checked the book out for a couple
           | hours.
           | 
           | Fast forward a bit and I ended up dropping some classes
           | because I was paying so little attention, I didn't even know
           | when the tests were supposed to be. Came in one day and the
           | prof said, "You missed the test last week, I presume you want
           | to retake it?"
           | 
           | That said, I've done well enough having gone back later in
           | life to get a PhD, but I do wonder sometimes if I would have
           | accomplished more if I was forced to push the boundaries of
           | my ability, thus leading me to develop a work ethic earlier
           | on.
        
         | Log_out_ wrote:
         | Somewhere sits a autistic gamedev, mulling over a beer:
         | "everyone i know can easily dive headfirst into low level
         | programming, electrical engineering, write their own
         | simulations, rendering or even whole game engines, but talking
         | to people or women ,some people are just built differently
         | .Wish i was born on the side with the greener grass..
        
           | veunes wrote:
           | But it's important to remember that everyone has their own
           | set of challenges
        
         | veunes wrote:
         | In university the environment changes dramatically
        
           | vaylian wrote:
           | Yes. This is mainly because of 2 reasons:
           | 
           | 1. Things actually get more complicated
           | 
           | 2. Most of your "teachers" know a lot less about teaching
           | than your school teachers, because they never had formal
           | training in teaching. However, there are some lecturers who
           | are natural talents.
           | 
           | The second point is why you have to do more work to actually
           | learn a topic. Your lecturer won't meet you halfway, but you
           | have to get a lot closer to them to grasp their explanations.
        
             | whiterknight wrote:
             | Formal teaching training never made a bad teacher good.
        
               | sn9 wrote:
               | https://en.wikipedia.org/wiki/Direct_instruction
        
               | necovek wrote:
               | From that article:
               | 
               | > however, when qualified by IQ and reading levels,
               | Strategy Instruction (SI) had better effects for the high
               | IQ group.
               | 
               | Which only goes to show that being a great teacher is an
               | impossible mission, and it's wonderful how many succees
               | at it despite the difficulty.
        
               | lr4444lr wrote:
               | DI is rarely used to train teachers, unfortunately, and
               | even if it were, the education-government complex designs
               | school procedures and discipline rules that would make it
               | very hard to implement.
        
             | BlackFly wrote:
             | I always thought the real reason was that the cadence of
             | the lessons more closely matched what is possible for a
             | person of average or above intelligence who was motivated
             | to learn. The rate at which information is taught to
             | children in school is kept at a low level because most of
             | the students are not motivated to learn the subjects and
             | instead need to be guided to learn those specific subjects.
             | 
             | The example I was always given for this was the rate at
             | which those same "non-gifted" students would learn subjects
             | they actually care about--like dinosaurs or sports facts.
             | Kids will soak that information up and spend tons of time
             | learning more, but it just isn't useful. Instead we force
             | them to spend less times on those subjects they love and
             | guide them into things society views as more important.
        
           | ziofill wrote:
           | For me things got much better when I got to uni. In high
           | school I didn't care about most of the subjects, but at uni I
           | was studying what I had chosen for myself.
        
         | wenc wrote:
         | Also gifted child here, but grew up with parents who drilled
         | into me that "effort matters, you might not be the best, but
         | with effort you can be better than who you were yesterday and
         | that is a worthy endeavor" It's just a slight switch of
         | mindset, but that small switch carried me through times when
         | subjects got too hard and when I wanted to give up because I
         | felt I wasn't talented enough.
         | 
         | I knew so many gifted kids who got perfect scores in college
         | freshman year (engineering) but started giving up when things
         | didn't come as easily to them. They all ended up leading
         | mediocre lives after.
         | 
         | I wasn't as smart as them but I knew I could always do better
         | if I tried harder (even though the ROI wasn't great at first).
         | So I just kept grinding (16 hour days studying). My GPA rose
         | very gradually until eventually I finished with a not-great but
         | respectable 3.6 (the 3.4-3.7 range is typically attained by
         | folks who maybe didn't have natural talent but worked hard).
         | That GPA got me into grad school where I got to study what I
         | loved (way fewer exams, more research).
         | 
         | Carol Dweck wrote a book on "growth mindset" that talks about
         | this. You don't have to read the book, but the idea of growth
         | mindset, though simple, has been really transformative in my
         | life.
        
           | novok wrote:
           | Sometimes the greatest gift you can give a gifted kid is
           | failing early at something they want, so they learn the grit
           | to achieve it.
        
             | wenc wrote:
             | Absolutely. No matter how gifted a person is, there is
             | going to be some point in their lives or some domain where
             | pure talent will be insufficient.
             | 
             | Even super geniuses like Terence Tao struggled (he nearly
             | did not pass his generals).
             | 
             | https://terrytao.wordpress.com/2019/06/27/living-proof-
             | stori...
             | 
             | https://web.math.princeton.edu/generals/tao_terence
             | 
             | The American Mathematical Society has a PDF of essays of
             | brilliant mathematicians (including Terence Tao) who
             | despite their abilities, faced obstacles and difficulties
             | that their sheer talents were inadequate to overcome, and
             | they had to persevere.
             | 
             | https://blogs.ams.org/inclusionexclusion/2019/06/26/living-
             | p...
        
               | ikr678 wrote:
               | > Absolutely. No matter how gifted a person is, there is
               | going to be some point in their lives or some domain
               | where pure talent will be insufficient.
               | 
               | Unfortunately, for some this comes in university where we
               | see peers with worse grades getting access to better
               | graduate roles and work placements because of who they
               | are related to, and you can't study your way to having
               | the right surname.
        
           | JoshTriplett wrote:
           | > Also gifted child here, but grew up with parents who
           | drilled into me that "effort matters, you might not be the
           | best, but with effort you can be better than who you were
           | yesterday and that is a worthy endeavor"
           | 
           | Can confirm that getting lauded for effort encouraged doing
           | hard things and pushing the limits of my abilities, rather
           | than focusing on things that came easily.
        
             | Jensson wrote:
             | Being lauded for effort when you didn't put in any effort
             | doesn't help though, just makes you think grownups are
             | dumb.
        
               | JoshTriplett wrote:
               | Being lauded for effort you _did_ put in can be quite
               | effective, as confirmed both by numerous studies _and_ by
               | the personal experiences of myriad people.
        
           | Clubber wrote:
           | >parents who drilled into me that "effort matters, you might
           | not be the best, but with effort you can be better than who
           | you were yesterday and that is a worthy endeavor"
           | 
           | This is also taught heavily in middle/high school sports;
           | it's a great life lesson.
        
         | nuancebydefault wrote:
         | This seems to be a story of a kind that shows up regularly at
         | HN. People who are smart in several ways but because they
         | cannot do what some other (1 out of 10000) people-with-or-
         | without-children can, they don't feel smart and are a bit
         | frustrated by it.
         | 
         | Those others make a 'tutorial for creating a raytracer from
         | scratch in a weekend', invent a format for a binary that runs
         | as-is on several processor architectures, or are maintaining
         | parts of the linux kernel.
         | 
         | I easily recognize such stories, perhaps because that story
         | might apply to myself as well. This unfulfillment treat applies
         | to this post as well as the writer of the article (the writer
         | indicated that before his 150 day submersion he felt a bit dumb
         | at mathematics).
         | 
         | The thing I want to bring across is now... we should not strive
         | for such capability. There are many things to learn and ways to
         | grow as a person, why beat ourselves up for not being very good
         | at this or that particular thing?
        
           | nsxwolf wrote:
           | Well, we let kids believe they're just not good at math, and
           | tell them that's ok I'm sure you're good at other things, and
           | they believe it, and wish we'd stop doing that.
        
             | nuancebydefault wrote:
             | While they are not studying maths, they can grow and
             | improve themselves in other ways, not?
        
             | dwaltrip wrote:
             | There's a world of difference between that and beating
             | yourself up for not being in the top 0.01% of performance.
        
               | MichaelZuo wrote:
               | To coast through a serious program (physics, engineering
               | physics, pure math, etc...) at a major university while
               | barely doing any work and also simultaneously getting
               | high marks takes a lot more than 0.01% performance.
               | 
               | More like 0.001%, at the very least, with some extra luck
               | needed too.
        
             | pxc wrote:
             | Worse still, we lead kids to believe that 'doing math' is
             | performing computations. And so even many kids that can
             | calculate passably grow up thinking that 'math' is boring
             | and they hate it.
        
               | nuancebydefault wrote:
               | Pretty early after kids learn about numbers and
               | computations, they learn about sets, units, lengths,
               | surfaces, weights etc.
               | 
               | Where i live, mathematical formulas are already thought
               | to 7-8 year olds. Also real world questions are asked for
               | which they need to find a solution, and where they need
               | to explain how they found it.
               | 
               | > grow up thinking that 'math' is boring
               | 
               | How can it be thought in a less boring way, i do not
               | immediately see it.
        
               | pxc wrote:
               | [delayed]
        
             | IOT_Apprentice wrote:
             | We have not acknowledged an approach that teaches the
             | majority math properly. Find approaches that do and also
             | have some problems that resonate to children in an age
             | appropriate way set for their environment.
        
           | KronisLV wrote:
           | > There are many things to learn and ways to grow as a
           | person, why beat ourselves up for not being very good at this
           | or that particular thing?
           | 
           | I'd say that this takes a lot of work to unlearn, be it
           | social media or whatever else seems to teach us to compare
           | ourselves against others. Even though there are people way
           | more brilliant than me out there (maybe they're naturally
           | gifted, maybe they have a better work ethic, or different
           | circumstances), it is definitely possible to be happy for
           | their success, rather than lean into being jealous or what
           | have you.
           | 
           | Of course, they will often achieve more than I will and will
           | lead better lives as a result of that, but that's also
           | something to accept and take in stride, rather than for
           | example believing that I'm some temporarily embarrassed soon-
           | to-be millionaire who's one good idea away from a lavish
           | lifestyle. Not that it should discourage me from being
           | curious about new ideas, even if writing my own particle
           | simulation quite quickly ran into the n-body problem and also
           | the issues with floating point numbers when the particles get
           | close and the forces between them great.
        
             | MichaelZuo wrote:
             | What made you believe you were in the 99.999th percentile
             | when going into university? (As opposed to something more
             | realistic like the 99th percentile)
             | 
             | Unless you were literally outsmarting your teachers every
             | day at age 16, it seems difficult to successfully fool
             | yourself in this way.
        
               | biotinker wrote:
               | There are a lot of things that one can be in the absolute
               | top of, and overall academic achievement need not be one
               | of them.
               | 
               | Speaking personally, when these articles come out, there
               | are always a lot of comments about "I didn't really try
               | super hard in high school, but college was a huge wakeup
               | call for me and I had to learn to learn."
               | 
               | That wasn't me at all. I somewhat lazily skated through
               | high school, and got a mix of 4s and 5s on AP exams. I
               | did the exact same thing in college, with no change to my
               | work/learning ethic, and lazily skated my way to
               | finishing my 4-year molecular bio degree in 3 years, with
               | a GPA of like 3.5 or so. Then I went to grad school, did
               | more of the same for two years, and won an award for
               | having the 2nd best masters thesis produced by the
               | university that year.
               | 
               | Then I got a great job in my field doing cancer research,
               | did that for 5 years, then jumped careers entirely and
               | now work in robotics.
               | 
               | But you know what? I feel like I'm constantly surrounded
               | by people smarter than me. I'm not some brilliant person,
               | I'm just some dude that when presented with some problem,
               | things just seem to make sense for a path forwards, and
               | maybe my special thing is that I just always go explore
               | that path and learn that either I was right or why I was
               | wrong and that just pays dividends. When I see people
               | around me who work hard at things, who study and memorize
               | and read papers, they impress the heck out of me, because
               | I really struggle to do the same thing. And when I do, I
               | really struggle to absorb any information; if something
               | doesn't make sense to me, it's like it just passes out of
               | my head. I have to do/build/try it to make it make sense
               | a lot of the time, or at least have things framed in a
               | way that just intuitively makes sense for me.
               | 
               | Anyway, my point is that maybe I was the top 99.99% of
               | _something_ , because, clearly I was/am pretty good at
               | some things that apparently most "gifted" people struggle
               | with. But I never got a 4.0, I never aced all my classes,
               | and I never really cared to as long as I felt I was
               | getting what I needed to out of the classes. I did the
               | work I needed to do to gain the information and skills I
               | felt I was there for, and as long as the number assigned
               | to me by the professor for doing so was at least an 80, I
               | was happy.
        
               | KronisLV wrote:
               | > What made you believe you were in the 99.999th
               | percentile when going into university?
               | 
               | Oh, nothing at all. I'm just a case of suddenly
               | discovering in university that you also need good work
               | ethic and that showing up alone is no longer enough (as a
               | sibling comment points out) and you can't always cram all
               | of the topics for exams in your head in a single night
               | before the exam. In my case, calculus introducing new
               | concepts (for which I didn't have a practical use, so it
               | was even more confusing) and probability theory get less
               | intuitive was that wake-up call. Well, that alongside an
               | ASM course with a toolchain that I couldn't easily get
               | working on my computer, or working with Prolog in similar
               | circumstances, or understanding that I've underestimated
               | how long making a 2D simulation project in C++ for extra
               | credit would take, if I need to have collision detection
               | and some physics for a soccer example.
               | 
               | That said, in my Master's studies, once I got to
               | specialize in the things that were of more interest to
               | me, I ended up graduating with a 10/10 evaluation for the
               | thesis and 9.87/10 weighted average grade across the
               | subjects. That's not like a super big achievement from a
               | small regional university, but definitely goes to show
               | that learning some things was easier for me than others.
               | I probably need to venture outside of my comfort zone
               | occasionally though and not just do the things that are
               | comfortable.
        
           | vasco wrote:
           | The difference is that math is the only field of study of
           | things that are 100% true about the universe. It's the most
           | pure knowledge that humanity has, so it's normal people
           | recognize it. You can read 100 philosophy books and maybe you
           | will learn a few things that are correct among all the
           | rambling, but everything you learn from the basics of math
           | proof by proof all the way "up", you can be assured
           | everything is true. There's something special about this
           | field of knowledge that nothing else has.
        
             | badpun wrote:
             | Math is not about the universe, it would be true even if
             | the universe didn't exist at all.
        
               | riwsky wrote:
               | It is, however, about turtles.
        
             | tsurba wrote:
             | In a sense even this is not true, as in any sufficiently
             | complex (which turns out to be quite simple) formal system
             | you can create proofs that are true and untrue at the same
             | time creating a contradiction. In other words, mathematics
             | works by setting up useful axioms and following up on the
             | logical consequences, but they usually can be used to
             | create contradictory proofs even if useful in many
             | problems.
             | 
             | I recommend learning about Godel's incompleteness theorem
             | behind it all.
             | 
             | For a pop science book that explains it nicely I recommend
             | "I am a strange loop". The wiki intro is also quite good
             | 
             | https://en.m.wikipedia.org/wiki/G%C3%B6del%27s_incompletene
             | s...
        
             | nuancebydefault wrote:
             | Wait a minute, the universe as we know it, is a model of a
             | universe, the way we humans understand it today.
             | 
             | That model is flawed, this is in fact the basis of science.
             | 
             | The latest scientific finding is considered true until... a
             | more advanced model proves that there are cases where it is
             | not true. A thrown object on earth follows a parabole? ...
             | no it follows a straight line, the space around it is bent
             | by a force that is known as the gravitational field.
             | 
             | What about math itself, no universe considered?
             | 
             | Math itself follows axioms which cannot be proven. Since we
             | found no contradictions in the maths built upon those
             | axioms, we consider those axioms to be true. You can think
             | however of axioms on which you can build equations that are
             | true and untrue at the same time.
             | 
             | My point being, whether we like it or not, the Truth with a
             | capital T does not exist or at least cannot be proven.
        
         | jcpst wrote:
         | > And if I'm struggling, as someone who's not burdened by
         | having children to take care of or even not having the most
         | demanding job or hours to make ends meet, I have no idea how
         | others manage to have a curious mind and succeed the way they
         | do.
         | 
         | Paradoxically, I _feel_ like I have more time after I had kids
         | than before. This is of course, after YOB (year of baby- first
         | 12mo).
         | 
         | You see, I experienced such small slices of free time during
         | YOB, that I became way more efficient at a ton of stuff, and
         | dropped things that were time wasters.
         | 
         | Because I reproduced, I needed more dough. After working 3
         | jobs, 90 hrs a week for long enough, I decided to study
         | programming.
         | 
         | Went to a code boot camp and walked out with a job. But the
         | grinding didn't stop there. What followed that was years and
         | years of grinding, and studying as much as possible outside of
         | programming at work.
         | 
         | Until finally, I got where I was going. I climbed up the ladder
         | until I got tired of climbing, and avoided more stressful and
         | time-demanding roles like management. I get senior dev
         | compensation, don't work more than 40hr/week, and I don't
         | commute. This is the life I built.
         | 
         | For everything I pursue, there are others who can run circles
         | around me. But I can still look down from that ladder and see
         | how far I came.
         | 
         | Wait, what am I talking about? Ok, the whole point is I became
         | efficient and middle-class because I have mini-mes that deserve
         | it.
         | 
         | Also, you never know what's on the other side of that wizard
         | level person you see. Everything I said sounds nice, but I
         | wasn't taking care of myself. Last year I had a mental
         | breakdown, and am just now getting out of it.
         | 
         | So yeah, you're not alone, etc etc, you know. There's probably
         | more people that can relate than you think.
        
           | xyzzy_plugh wrote:
           | It's wild how much kids teach you about yourself and your
           | time on this earth, let alone your time available each day.
           | 
           | It's hard work but I can't think of a better motivation to
           | improve one's self. And the best part is you don't even
           | necessarily realize that it's happening.
        
         | jmatthews wrote:
         | I was that kid, now I have 3 sons and I am homeschooling my
         | oldest because he is similar. The hack is essentially to praise
         | the work, not the outcome. On some level you have to be unfair
         | to your kid to be fair with him.
        
         | treflop wrote:
         | I think one factor that people forget when they see someone
         | else that dive headfirst into something like low level
         | programming or electrical engineering and then wonder why they
         | haven't is because maybe you just don't care.
         | 
         | I did personally get a degree in EE and have worked on low
         | level programming (and funnily enough I do a lot of frontend
         | these days), but there are things that still wow me like people
         | writing game engines. I tried working on game engines briefly
         | and I never got anywhere.
         | 
         | I eventually realized that I just _don't care_ about game
         | engines or making games for that matter. I wasn't willing to
         | put in the effort. Watching other people build game engines is
         | more of a spectator sport for me. And that's fine.
         | 
         | But when I do find something that makes me really happy, it
         | keeps me up thinking all day and night about it.
        
         | Aurornis wrote:
         | > And if I'm struggling, as someone who's not burdened by
         | having children to take care of or even not having the most
         | demanding job or hours to make ends meet, I have no idea how
         | others manage to have a curious mind and succeed the way they
         | do.
         | 
         | Parent here. Raising children has a way of making you more
         | efficient. In my pre-child years there were days where I could
         | putter around and relax because I knew I could make up the work
         | later in the evening or even a weekend. Or at least that's the
         | lie we tell ourselves in the moment.
         | 
         | Post-kid, things come into focus. You learn how to do the work
         | now whether you feel like it or not, because the price for
         | doing it later becomes much higher.
         | 
         | I also was misled by all of the internet comments about how
         | parenting and raising kids is awful and everyone secretly hates
         | it despite their fake happy social media posts. After having
         | kids you realize you actually like your kids and want to spend
         | more time playing with them. That alone is motivation to get
         | work done now so you don't have to sacrifice the valuable kid
         | time later.
         | 
         | It's hard to explain until you get there, but I've talked to
         | many other parents who went through the same growth phase. I've
         | also caught up with some (not all, _some_ ) of my old friends
         | from high school who were academic superstars but who did not
         | have kids, and it's remarkable to observe how some (again,
         | don't flame me, not all) of them are stuck in the low
         | motivation/low effort loop and cite that as one of their
         | reasons for not having kids. To each their own, but I for one
         | am glad I ignored the internet/Reddit rhetoric about how kids
         | are an impossible burden that will only make your life worse.
        
           | sersi wrote:
           | Also, having a kid is great to get you to learn new things. I
           | want my son to learn to play an instrument, so I've finally
           | been taking piano classes because I know that very few
           | children of completely non-musical parents actually succeed
           | in learning to play instruments. Learning piano has been a
           | lot of fun, I have a blast playing simple things with him
           | (he's still young) and learning some of my favorite music.
           | 
           | Likewise, after reading "Math from Three to Seven: The Story
           | of a Mathematical Circle for Preschoolers", I've been having
           | a lot of fun getting back into Mathematics because it's fun
           | doing things like this together.
        
         | wvh wrote:
         | The coasting until real work was required part sounds very
         | familiar, and also the getting by in objective terms but being
         | unhappy and struggling mentally part too.
         | 
         | After embarrassingly many years I've learned that there's a
         | little voice inside that says "you can't", "that won't work",
         | "that was shit". Succeeding at anything, for anybody, is
         | stacking a whole lot of little failures and frustration, but
         | crucially, being able to ignore that little voice. I, and I
         | assume many of us, have burned half of my energy and mental
         | health fighting that little voice. To me, it seems that most of
         | those manage-anything people are not just generally gifted
         | intelligence-wise or physically, but have learned to silence
         | that inner voice and just do things until they succeed, while
         | still avoiding to do "stupid" things.
         | 
         | As a distance runner, I've learned a bit of dopamine trickery,
         | but managing that inner voice, and even being aware of it, is
         | turning out to be a life-long project. It becomes a mission of
         | figuring out what you're burning your energy on, and why. You
         | can't strive for happiness or success, but it should be
         | possible to get enough stuff done to find contentment and
         | acceptance.
        
           | detourdog wrote:
           | I have just recently learned that the little voice can be
           | amplified by people around you. Being removed from those re-
           | enforcing that little voice is an amazingly freeing mentally.
        
         | brailsafe wrote:
         | Although I'm not on the super sweaty side of trying to grok
         | some of those items in your list, I have been going back to
         | square one from the perspective of having started with and
         | followed the whole dependency tree of frontend but never
         | understanding the really low level.
         | 
         | Over time, I've learned to appreciate getting "reps" in
         | whatever subject, and just sitting with it for ages and
         | grinding your brain into dust trying. Something I've also been
         | noticing now in my 30s, is that your and my ability to do that
         | is something to be proud of--even if it won't come as fast as
         | for someone innately faster or with more prereqs--because many
         | people are truly not curious and don't push themselves. The
         | amount of otherwise smart people even that won't or can't sit
         | down to learn something for curiosity sake, and I'm not talking
         | something very long-term like game engines, is... like next to
         | zero people.
         | 
         | And it not just true for learning hard or impractical subjects,
         | but the overwhelming majority of the surprisingly high number
         | of decent friends I have, do not have the patience for pushing
         | themselves and will bail on hard physical activities as quick
         | as possible, even if they're pretty fit. It's quite eye
         | opening. They tell me they want to go do __, but not if they
         | can't squeeze it in to an afternoon, even if they definitely
         | have the time, and it really detracts from trying to share the
         | experience or curiosity.
        
           | bonoboTP wrote:
           | Just accept that this is the case and meet people where they
           | are. And collect some friends that share your curiosities and
           | passions. People can be good and reliable friends even if
           | they are content living a simple life in simple ways as it's
           | always been, without pushing for abstract novelty and
           | learning.
           | 
           | People try to blame school for killing the natural curiosity
           | of kids, but I've come to be very skeptical about this. It's
           | an idealized romantic notion. Most mammals lose their
           | playfulness in adulthood and most humans are like this too,
           | even if not to the same extent (some say humans retain more
           | neoteny, similar to domesticated animals like dogs that also
           | remain more playful than wolves as adults).
           | 
           | These two types of people often misunderstand each other. For
           | you a job might become boring if it stays the same year upon
           | year. But for most people the thought of having to keep up
           | with ever changing knowledge requirements after school and
           | even once they are settled in their jobs is utterly
           | _terrifying_.
        
             | brailsafe wrote:
             | Ya, I'd actually agree with your whole comment, and for
             | that reason I was somewhat hesitant to frame my last
             | sentence as I did, because what you suggested is what I've
             | come to learn to do anyway. Part of the reason I was
             | hesitant is because it's not about me, so much as it is
             | about reconciling that ambiguous difference in expectation
             | when they express that they have an interest in something.
             | 
             | Unfortunately, there's some amount of skepticism and doubt
             | I have to embrace, being careful what I express an interest
             | in, and letting them be as serious about whatever
             | commitment as they're authentically prepared for. I
             | typically only do things for myself now, and extend an
             | invitation to people I think might want to join, but I
             | don't bet on it, and only rarely plan more involved
             | activities with people who've clearly put in some organic
             | initiative. On the _extreme_ shallow end of this paradigm,
             | I 'm sure as hell not going to agree to go on a hike
             | "sometime" with anyone who's hopped up on coke or drunk at
             | a party, obviously. But sometimes it's just less clear, and
             | I have to ask myself "how likely is it that this person
             | would plan this themselves and take the initiative, and do
             | they even have appropriate footwear or baseline level of
             | fitness?", and I might ask that explicitly and go from
             | there. I also do the same for the them, such as if I'm
             | asked if I want to "get into Tennis" or something. I just
             | say "nah, not really, I might join if you have a spare
             | racket but right now I couldn't give it the investment it
             | might deserve" and we can spend time doing other things we
             | already enjoy together.
             | 
             | Otherwise though, I try to keep a small list of easy stuff
             | in my back pocket to accommodate people with more rigid
             | schedules and less innate drive for that specific outing;
             | if after a few they want to take things further, I'll
             | extend myself, and that's how good friendships last.
        
               | bonoboTP wrote:
               | Sometimes people are just bad at predicting their own
               | level of commitment or disentangling desires and reality.
               | Or they know they are "supposed to" do something so they
               | promise it or even believe that this time it will work...
               | This is often the case with diet and exercise and
               | studying hard. Then sweets, sitting on the couch and
               | procrastination happen. Then the cycle repeats.
               | 
               | Also in some cultures it's rude to reject invitations so
               | people always say yes but it's understood implicitly by
               | both parties that it's just politeness. The US tends to
               | be like this, always saying stuff like "you should come
               | over for dinner sometime" etc and you must reply
               | enthusiastically but both the invitation and the
               | acceptance count only in reality if a date and time is
               | attached. This is often baffling to continental Europeans
               | for example who tend to be more direct and would follow
               | up with a message next day, asking when they should come
               | over. Which is awkward because it wasn't a real
               | invitation.
        
         | bonoboTP wrote:
         | > Lovely article, though honestly getting those prerequisites
         | also takes a lot of time, effort and either motivation or
         | discipline in ample amounts.
         | 
         | Exactly. It's like saying that winning a marathon is easy, you
         | just need to run fast enough.
         | 
         | The entire problem is that many people won't be able to learn
         | the prerequisites of advanced math. There are always
         | exceptional cases, like someone really smart who just totally
         | slacked off during school because they spent all their time
         | building apps or websites or tinkering with games or
         | electronics. Or someone who was never given the opportunity to
         | learn certain subjects because they had to work as a teen
         | because their parents died etc. But the vast majority of people
         | are presented with the prereq material they just can't absorb
         | it.
        
       | austin-cheney wrote:
       | Math is hard but fortunately programming is easy. I am just a
       | dumb soldier who taught themselves to program while traveling
       | around Afghanistan.
       | 
       | The down side of being a dumb soldier programmer is that it's
       | really really hard to find sympathy when people complain about
       | how hard life is when they are utterly reliant on a bunch of
       | abstractions and clutter to do their jobs for them.
        
         | brigadier132 wrote:
         | Don't sell yourself short, programming is just as difficult as
         | math. I'm confident saying if you are able to code you would
         | also be able to learn pretty advanced math.
        
           | jakeinspace wrote:
           | It's a silly sort of comparison. Is reaching the programming
           | competence necessary to hold an average software engineering
           | job easier than attaining a PhD in mathematics? Yes, 100%. Is
           | becoming a well-regarded software engineer by building large,
           | complex systems or contributing significantly to projects
           | like the Linux Kernel easier than getting to the top of your
           | field in academic mathematics (tenured professor, high-impact
           | papers)? I don't think so, or at least, it's not obvious to
           | me that one is more "difficult" than the other. They take
           | different skills and personalities, and I don't think that
           | talent in one would necessarily translate to talent in the
           | other.
        
             | brigadier132 wrote:
             | > average software engineering job easier than attaining a
             | PhD in mathematics
             | 
             | This isn't what I'm trying to say, I'm just saying that
             | someone that can become good at programming could become
             | good at advanced mathematics. If your criteria for good in
             | advanced math is a phd then we disagree.
             | 
             | > They take different skills and personalities
             | 
             | I disagree, I think the skills are largely the same.
             | Programming is literally encoding logic using a programming
             | language which requires mathematical reasoning ability.
             | Programming is more immediately practical, accessible and
             | requires fewer credentials and that's why I think more
             | people become good at it than math.
        
               | austin-cheney wrote:
               | That depends on what _being good_ means.
               | 
               | I have absolutely no problem being a 10x developer. While
               | I might be a better than average developer I am not more
               | than 10x more talented than my peers.
               | 
               | I have no problem achieving 10x status because I ask
               | better questions and loathe doing repetitive work,
               | especially out of social conformance. It completely blows
               | my mind that most people strive first for emotional
               | comfort, especially amongst a social reference group. Any
               | effort moving in the opposite direction of that emotional
               | comfort results in fear and possibly anxiety.
               | 
               | That is why I abhor software as a career. As a dumb
               | soldier I feel like I am the least educated in the room
               | and my delivery is inversely proportional to that. That
               | is because, as a dumb soldier, I focus first on delivery.
               | Focusing on delivery first means knowing the end state
               | and cutting out all the bullshit in the middle. Military
               | people think like that because they are highly assertive.
               | The average software developer is meek.
               | 
               | Can you see the friction that follows? You have this dumb
               | guy with less education that is a 10x developer but not
               | because they are better at writing software. Nonetheless
               | the output executes much faster with greater durability
               | written in a fraction of the time only because of a
               | difference in value system. That leaves the dumb soldier
               | believing they are surrounded by a bunch of cowards.
        
         | YZF wrote:
         | I also taught myself how to program at a younger age.
         | 
         | You'll be surprised how hard this is for many people. I was
         | surprised by how many really struggled through the first
         | introductory programming course in university.
         | 
         | Math isn't that hard. But for almost everyone it requires a lot
         | of work to get to the next level. Some of the same skills
         | transfer. Something too removed from where you are feels very
         | alien, partly because of language, symbols, conventions, etc.
         | and also not having the building blocks/theories etc.
        
           | bonoboTP wrote:
           | Math/physics/engineering/programming rely on similar skills
           | but need somewhat different attitudes. I know people who are
           | great at advanced math (especially earlier generations) but
           | don't think about it computationally at all, and their code
           | is very messy. On the other hand I know great programmers who
           | just don't like to think in terms of proofs and dislike the
           | ambiguous and vague nature of math notation (yes, math is
           | much more vague and handwavy in notation compared to its
           | reputation, especially compared to programming). And there
           | are people who love programming as a kind of puzzle and like
           | prodding it for its own sake, pursuing elegance and will get
           | nerdsniped for weeks if you teach them about quines, while
           | others just love building things and whatever gets them there
           | doesn't matter too much.
        
         | cultofmetatron wrote:
         | learned to code pretty easily. the rapid feedback was key vs
         | math where you do a problem set and it might be days before the
         | graded assignment is returned. I found mathacademy 2 months ago
         | an its been a game changer for me. I just completed the first
         | of their foundations course and it filled in a bunch of cracks
         | in my foundational knowledge I didn't realize I had. the big
         | advantage is that you do the problem and you get feedback
         | immediately. They figured out how to close the loop on feedback
         | to make learning it efficient.
        
       | casebash wrote:
       | Just thought I'd add a comment as someone who came top of the
       | state in my grade in multiple olympiad competitions:
       | 
       | I always felt that a large part of my advantage came from having
       | a strong understanding of maths from the ground up.
       | 
       | I felt that a lot more people could have gained the same level of
       | understanding as I did if they had been willing to work hard
       | enough, but I also felt that almost no-one would, because it'd be
       | an incredibly hard sell to convince someone to engage in years-
       | long project where they'd go all the way back to kindergarten and
       | rebuild their knowledge from the ground up.
       | 
       | In other words, excellence is often the accumulation of small
       | advantages over time.
        
         | ofrzeta wrote:
         | I can only blame teachers. In primary school after four years
         | they finally managed that there's only on kid per class left
         | (that would be you I guess) has fun with math. At home I am
         | fighting an uphill battle because I know it can be fun (my kid
         | even likes logic puzzles). Living in Germany, for the record.
        
           | TheRealPomax wrote:
           | I'd rather blame the system that teaches the teachers. I'm
           | certainly not going to blame someone for not knowing how to
           | teach an onramp that they don't even know exists because they
           | themselves were never taught properly.
        
             | doubled112 wrote:
             | Sometimes it's just the teacher.
             | 
             | I loved reading until my grade 4 teacher decided we would
             | all write a book report every week. Haven't read a story
             | book since. It's been 20+ years.
             | 
             | Forced fun is never fun. The other grade 4 class wrote
             | three that year.
        
               | pastage wrote:
               | People react differently to task and teachers, there is
               | no one way to do it. I got good grades because a teacher
               | let us repeat a task like "write a report" seven-fourteen
               | times. The feedback was given by him in class
               | highlighting the important points of getting a good
               | grades, and then 24 hours after handing in the report we
               | got it back with notes mentioning which important parts
               | we had missed.
               | 
               | This thought me the rather simple lesson that getting it
               | right on the first try is really hard.
               | 
               | Writing a book report is completely different from
               | reading a book. I have heard people doing literature in
               | university being sick of books because of the same issue.
        
               | dleink wrote:
               | That sounds like a dream. I have a distinct memory of
               | doing in class writing in 3rd grade where the teacher
               | would force us to redo it if there were mistakes and give
               | minimal feedback. As far as my 3rd grade memory can
               | recall, I rewrote it several thousands times and never
               | got it all the way right.
        
         | veunes wrote:
         | The idea of starting from scratch and rebuilding one's
         | knowledge, especially when it means going back to the basics,
         | is daunting
        
           | randcraw wrote:
           | I think much of that 'daunt' comes from the lack of
           | instructional resources needed to support a solo journey
           | through higher math. Yes, there are some great illuminating
           | sources (like Kahn Academy and 3blue1brown), but if you're
           | embarking on an epic quest (like recapping a BA in math), the
           | essential guidance needed for coherent and graceful passage
           | through all the requisite concepts simply does not exist --
           | short of reading 20 HS and college textbooks, which will
           | subject you to a maddening amount of redundancy while leaving
           | many fundamental concepts underexplained.
           | 
           | The day that large language models can capably tutor me
           | through the many twisted turns of higher math -- that's when
           | I'll believe that deep AI has achieved something truly
           | useful.
        
             | fragmede wrote:
             | Can you link a chat and show specifically where one falls
             | off explaining, eg complex numbers or integration by parts?
             | it's been a while since my math minor, but ChatGPT seemed
             | to be able to guide me through what I recall of those
             | topics.
        
           | laichzeit0 wrote:
           | I always sucked at math, even though I did it in undergrad. I
           | basically did this over the course of the last five years to
           | try get better. It went something like this:
           | 
           | Spivak - Calculus. This was a bad idea. Got maybe 30% of it.
           | Gave up at Taylor series.
           | 
           | Hammack - Book of Proof. Finally understood how to prove
           | things, and induction arguments.
           | 
           | Abbot - Understanding analysis. Got far, things fell apart
           | around the Gamma function.
           | 
           | Apostol - Volume I. Got better at calculus. Also
           | trigonometry. Exercises were easy. Skipped differential
           | equations. It was too hard.
           | 
           | Hoffman/Kunze - Linear Algebra. Gave up after a few chapters,
           | too hard.
           | 
           | Friedman/Insel - Linear Algebra. Much better, got to the
           | Spectral Theorem and gave up.
           | 
           | Rudin - Principals of Mathematical Analysis. Absolutely
           | brutal, probably got 30% of it.
           | 
           | Abbot, round 2. Much easier this time, got through the whole
           | book.
           | 
           | Spivak, round 2. Much better, got through the whole book.
           | Actually found it easy.
           | 
           | Hubbard - Vector Calculus. Gave up early, it was too hard.
           | 
           | Apostol - Volume 2. Much better. Stopped somewhere in the
           | middle when it got too focused on differential equations and
           | physics stuff.
           | 
           | Back to Friedberg / Insel - Made it through the spectral
           | theorem.
           | 
           | In between I was doing a lot of mathematical statistics and
           | probabilty stuff like Casell-Berger (I did this book twice,
           | each time going back to the math where I floundered). I've
           | worked through just about every exercise in the above books
           | and watched YouTube video lectures where they exist (there is
           | a good one for Rudin). Solution manuals sometimes exist,
           | sometimes you have to find university courses based on the
           | books and look for homework assignments where they have
           | posted solutions, Quizlet has ok solutions, some are buggy.
           | Apostol volume I some dude worked through and posted online.
           | 
           | Anyway point is I refused to accept how stupid I am and I
           | brutally forced myself to become better at math. My attitude
           | was I don't give a fuck how long it takes, I will keep going
           | until I get better.
           | 
           | I think I'm better now, although I'm still shit. It's true
           | what von Neumann said: In mathematics you don't understand
           | things, you just get used to them.
        
         | novok wrote:
         | I think mathematics education is pretty horrible this way. You
         | only start actually learning the foundations of math in your
         | 3rd or 4th year of undergrad.
         | 
         | At least nowadays there is a shit ton of youtube resources and
         | more, so a self interested kid can learn it far easier. I tried
         | and the books that were out there were... sparse and textbooks
         | are written for other professors, not students.
        
         | Viliam1234 wrote:
         | It's not just working hard enough, but also doing the right
         | kind of work. Many people make the mistake of trying to
         | memorize things without understanding. Which may be easy at the
         | beginning when you memorize a fact or two, but it gradually
         | accumulates, especially in math when the old topics never go
         | away as the new ones are introduced. And then the memorizers
         | are actually working much harder, and even that is not enough,
         | so they fail.
         | 
         | So why the aversion to understanding? I suspect part of that is
         | generational; if your parents sucked at math because they
         | relied on memorization, they probably won't introduce you to
         | math as an something worth understanding. It will either be
         | "give up", or "work harder" but in the sense of memorizing
         | harder. Not just your parents, but the entire culture around
         | you will be like that. Another part is that most math teachers
         | at elementary schools actually suck at math; because teachers
         | are many, but people good at math are few and they have many
         | better careers available. But another problem is the insistence
         | of school system on everyone going forward at a predetermined
         | speed -- sometimes understanding takes time, and when you don't
         | have the time, you are forced to memorize; but once you start
         | memorizing, you usually need to keep memorizing, because
         | understanding can only be built on understanding the
         | prerequisites.
         | 
         | Properly taught elementary-school math should be fun, like
         | this: https://www.matika.in/en/ Fun makes people think.
        
           | madaxe_again wrote:
           | Understanding is critical.
           | 
           | I unfortunately spent the entire introduction to calculus in
           | hospital, so missed it - when I came back to school, I was
           | dropped straight into "differentiate this" and "integrate
           | that". There was no explanation of what either operation was,
           | just the rules that you followed to obtain the result. I had
           | no idea that we were looking at rates of change or at areas
           | under curves. For the first time in my life, I found myself
           | bewildered, and struggling - until a month later I happened
           | to find myself reading a biography of Newton which actually
           | explained what the purpose of calculus/fluxions was - and
           | then it became easy, as it was obvious if a result was
           | nonsensical.
        
           | synecdoche wrote:
           | If passion, or own experience, is missing it may be a case of
           | unknown unknowns for both parents and teachers.
           | 
           | The Matika site looks really nice but I have difficulties
           | comprehending the instructions. Even the very first one for
           | first grade. "Children step by record." What does that mean?
           | I tried the next one. "During addition we write addends below
           | each other..." What? If all addends are below, no addend is
           | on the top. It makes no sense. Then, "...and the sum below
           | the line" with no line in sight. What, where, which line,
           | how? That was frustrating.
        
             | vonunov wrote:
             | I feel the same way when I'm on hold and a recording tells
             | me "your call will be answered in the order it was
             | received". This isn't about grammatical pedantry -- I don't
             | care that they didn't say _in which_ -- it 's about it not
             | making sense. Which, as I said, isn't _grammatical_
             | pedantry. But it probably is still a bit pedantic. Still,
             | though, how can _one thing_ have an _order_? What order was
             | my call received in? Is it before or after itself? I get
             | the sense that whoever recorded that didn 't spend any time
             | actually thinking about it, or they would have said "Calls
             | are answered in the order [in which] they are received" or
             | something.
        
         | rendaw wrote:
         | What are the fundamentals one should learn in kindergarten,
         | elementary school, etc?
        
           | casebash wrote:
           | I'm not going to try to recap all of that, but, as an
           | example, if you have a sufficiently strong understanding of
           | arithmetic, learning basic modular arithmetic should be
           | effortless, pigeonhole principle completely obvious.
           | 
           | I was quite surprised when I tried applying for a Microsoft
           | internship in uni and they gave me a question on the pigeon-
           | hole principle.
        
         | whatshisface wrote:
         | Most kids don't build up knowledge over time, they forget it
         | all over summer vacation.
        
         | creesch wrote:
         | Very well put. Many people are very blind for this, they forget
         | that everything they can do they at some time had to learn as
         | well. And not everyone learns everything at the same time.
         | 
         | Anecdotally, something I can actually confirm from personal
         | experience with math. As long as I could remember, I had
         | trouble with a lot of it.
         | 
         | Then during the last years of high school I had an excellent
         | teacher and a lot of concepts actually did start to click on
         | some level. Frustratingly, I still had a lot of trouble. While
         | I understood the abstract concepts much better.
         | 
         | In order to solve issues, I still had to apply a lot of
         | concepts I was supposed to have learned in all the years
         | previously.
        
         | mewpmewp2 wrote:
         | I just think for some people math is very fun since the very
         | young age and so they of course practice it. For others it may
         | not be, so it is hard work for them. E.g. I have always enjoyed
         | ever since I can remember doing these exercises. When walking
         | home I used to multiply different numbers as a past time in my
         | head. Most people are not going to do those things, and it
         | didn't feel hard work at all.
         | 
         | In first grade I used to run through workbooks being addicted
         | to solving those problems like some addictive mobile or video
         | game and at that point teacher had to stop me and I was
         | frustrated.
         | 
         | I only had this addiction to math and physics - a bit to
         | chemistry, and I couldn't really focus on other text /
         | memorization based subjects.
         | 
         | And it makes sense to me that genetically in a population you
         | will have brains out of the box that are naturally optimized
         | for different specialities, since having a specialized brain
         | allows you to have more power in that specific area. Problem is
         | when you force those specialised brains into the same way of
         | studying.
        
           | bonoboTP wrote:
           | Exactly. We enjoy different activities. For math oriented
           | kids it's not a grind, it's interesting and fun. For me,
           | reading novels was much more of a grind, as I just wasn't
           | that interested in people and their conflicts and condition.
           | 
           | It took until my twenties that I could realize the value in
           | humanities and "social" topics.
           | 
           | Similarly most people will naturally learn about countless
           | types of fashions and connotations of liking various music
           | bands etc which is actually quite a lot of information to
           | memorize. But it's fun and feels relevant while math feels
           | disembodied and irrelevant to their social goals in life.
        
         | tsurba wrote:
         | Yet understanding is necessary but not sufficient when you read
         | university math, especially advanced courses.
         | 
         | Proofs assume you have the elusive thing referred to as
         | "mathematical maturity", which means many algebraic
         | manipulation steps are skipped because it's assumed you can
         | just see the result straight away.
         | 
         | This ability to see the connection is not understanding but
         | learning by rote, having done the same tricks with similar
         | equations a thousand times.
         | 
         | This is what makes advanced math books/courses slow for me as a
         | CS phd researcher. I can very slowly progress through, but it
         | takes a massive amount of time to work through what just
         | happened. If you take 60 instead of 20 courses on math the
         | routine you have is just completely different. I guess you can
         | call it fluency in the language.
         | 
         | (For example now I'm reading optimal control & variational
         | calculus along with the functional analysis it needs, its
         | heavy.)
        
         | det2x wrote:
         | How would you approach rebuilding foundational knowledge from
         | the kindergarten level? I have completed all the courses on
         | Khan Academy from kindergarten through 6th grade and have also
         | practiced with more challenging problems beyond those provided
         | on Khan Academy. I'm trying to find the most effective
         | strategies to solidify these fundamental skills.
        
       | ocean_moist wrote:
       | Some credit needs to be given for just jumping in. Just
       | analytically breaking down complex problems into pieces that are
       | understandable.
       | 
       | It's often faster to work top-down and turn unknown unknowns ->
       | known unknowns -> known knowns.
        
         | JustinSkycak wrote:
         | It can definitely be helpful to take a top-down approach in
         | planning out your overarching learning goals.
         | 
         | However, the learning itself has to occur bottom-up. Especially
         | in math. Math is a skill hierarchy, and if you cannot execute a
         | lower-level skill consistently and accurately, you will not be
         | able to build more advanced skills on top of it.
        
           | MichaelNolan wrote:
           | I think these conversations of top down vs bottom up, are
           | frequently a case where people are talking past each other
           | due to using different definitions, and having different
           | goals. And I think this is especially common when one of the
           | people is a software engineer, and the other is not.
           | 
           | For software, the tooling and the abstractions are so
           | powerful that you can make incredible software without
           | knowing what's really happening under the surface. Imagine an
           | "abstraction ladder", with each level building on the
           | previous level. Frequently in software development, you only
           | need to understand a single level n, and maybe a little of
           | n-1, to make great software. So the advice of "just jump in"
           | is often great advice because you're jumping into a "shallow
           | pool".
           | 
           | (P.S, I love the work you're doing with MathAcademy, though I
           | wish there was discounted price for "casual" learners that
           | only have an hour or two a month)
        
             | JustinSkycak wrote:
             | Agree, it depends highly on goals. _Using_ off-the-shelf ML
             | /AI models (to make great software) requires far less
             | background knowledge than _implementing_ new models being
             | introduced in papers, which in turn requires far less
             | background knowledge than _producing_ new models that
             | improve upon the state-of-the-art.
             | 
             | Thanks for the kind words about Math Academy! It's true
             | that we focus on students who are trying to acquire math
             | skills to the highest degree possible -- we teach math as
             | if we were training a professional athlete or musician. We
             | maximize learning efficiency in the sense that we minimize
             | the amount of work required to learn math to the fullest
             | extent.
             | 
             | I realize that there are many learners who only want to
             | devote an hour or two per month, but, at least right now,
             | such learners would be better served elsewhere. It's a
             | totally different optimization problem -- maximize surface-
             | level coverage subject to some fixed, miniscule amount of
             | work -- and as a result it would require different
             | different curriculum and possibly different training
             | techniques (or at least, differently calibrated
             | techniques).
             | 
             | But it's definitely an idea to think about in the future.
             | :)
        
           | ocean_moist wrote:
           | > Especially in math. Math is a skill hierarchy, and if you
           | cannot execute a lower-level skill consistently and
           | accurately, you will not be able to build more advanced
           | skills on top of it.
           | 
           | To be frank, I am only a math hobbyist and studying CS. I
           | haven't taken any proof based courses (only calc 3, linear
           | algebra).
           | 
           | However, it is my experience that once you get the initial
           | proof based stuff down and are familiar with common proof
           | writing techniques, you can pretty much learn anything.
           | 
           | I often start on an nLab page for a mathematical structure
           | and just click on links in the definition till I see
           | something I know. I then try and make sense of it and go back
           | up the chain. I try to solve some problems and see some
           | invariants. If I want to go more in depth I watch lectures on
           | youtube and then read a book about it and do some more
           | problems.
           | 
           | I'm not really sure if this is a top down or bottom up
           | process, but it seems more top down to me. Of course, if I
           | encounter a whole field I don't know then I need to start
           | from scratch and go bottom up. This is also for essentially a
           | late-undergrad math major understanding of topics at most.
        
           | danaris wrote:
           | The top-down part is determining what skills you'll need,
           | starting from the highest level and breaking them down as you
           | go.
           | 
           | Then the bottom-up part happens as you actually start
           | learning them, methodically, building back up toward those
           | high-level skills.
        
       | photochemsyn wrote:
       | Intelligence is far too complex to be meaningfully described with
       | a single number like IQ. Measures of physical capability don't
       | suffer from this issue - a person might be strong, or they might
       | be fast, and everyone knows that the power lifter and the
       | marathon runner use wildly different training regimens to improve
       | their abilities.
       | 
       | If physical capabilities are highly trainable, up to some genetic
       | limit that the vast majority of people never even get close to,
       | then it seems that intelligence must work the same way - e.g.
       | prodigious feats of memorization can be achieved via training
       | regimes (memory palaces etc.), as can one's three-dimensional
       | visualization skills (e.g. a chessboard layout, or rotating a
       | platonic solid, etc.) or the ability to rapidly construct
       | arguments using logic and reason - but we don't seem to be able
       | to classify different areas of mental ability as easily as with
       | physical abilities.
       | 
       | Sadly, this is one of those politically difficult topics as the
       | blank slatists and the genetic determinists (Lysenko vs. Galton)
       | have tried to use all kinds of pseudoscience to support their
       | ideological arguments, when the underlying point is just that
       | training your mind is as beneficial as training your body, and
       | everyone should do it at least to some extent.
        
         | ninetyninenine wrote:
         | However iq is the most correlated number in psychology. It's a
         | heavy predictor of many many things. It's the one thing in
         | psychology that has the most scientific validation.
         | 
         | Yes iq can't measure everything that intelligence represents.
         | But it does measure something extremely important and
         | meaningful to us.
        
           | eesmith wrote:
           | I think wealth might be more correlated, as it can be
           | estimated without testing based on tax data. It's also a
           | heavy predictor of many, many things, with scientific
           | validation. Including IQ test scores.
        
             | wenc wrote:
             | If you're talking about IQ and wealth, they are not
             | strongly correlated.
             | 
             | IQ is correlated to income, but income is not wealth.
             | 
             | https://www.sciencedirect.com/science/article/abs/pii/S0160
             | 2...
        
               | eesmith wrote:
               | Then my main point is that wealth and/or income is likely
               | more studied than IQ, because it is/they are easier
               | information to acquire. Even in psychology, I suspect
               | it's quicker to assess someone's "socioeconomic status"
               | than IQ.
               | 
               | The article you linked me to is paywalled. By "wealth" I
               | mean family wealth even when one is 12 years old and have
               | no income. The abstract says of another line of research:
               | "Sibling comparisons ensure factors like the resources
               | available during childhood, the impact of growing up in
               | particular neighborhoods and genetic predispositions are
               | all controlled, without explicitly adding these variables
               | to the research."
               | 
               | If they normalize for parental wealth, then the paper you
               | linked to concerns a different topic.
        
       | captainclam wrote:
       | A really fascinating corollary I've observed since I've gotten
       | into more advanced maths, or even doing actual research as a PhD
       | student, is that there's nothing special going on at the higher
       | levels. You're just working with different materials. Materials
       | that require more time and effort to 'get', but once you get them
       | they are just another tool at your disposal.
       | 
       | I was similar to the author in that, throughout high school and
       | undergrad, I presumed that the mind that could comprehend
       | advanced math or do novel research (in any field) was truly
       | unknowable. Like there was this x-factor they had that wasn't
       | there for me.
       | 
       | I've long enjoyed puzzle games (like The Witness or Stephen's
       | Sausage Roll). It turns out that problem solving in non-trivial
       | domains is never terribly different than problem solving in those
       | games, or any other domain really. Like my brain isn't doing
       | anything _different_ than the usual tree-search algorithm that
       | any chess player performs when they are projecting moves ahead
       | into the future.
       | 
       | Its just iterating on concepts that seem abstruse to most people.
       | But at the end of the day, deep problem solving in math or AI
       | research tends to be the same moving-shapes-around-in-my head
       | that I would do if I was trying to move an awkwardly shaped couch
       | through a narrow doorway.
        
         | dwaltrip wrote:
         | That's a really cool observation, thanks for sharing
        
         | almostgotcaught wrote:
         | > Materials that require more time and effort to 'get'
         | 
         | They really don't. Each rung in the ladder takes about as long
         | to step through as the previous. The
         | challenging/annoying/discouraging aspect is that a lot of
         | research ( _especially_ in pure math) has so many rungs to step
         | through.
         | 
         | The truth is many of those aren't useful at all - distinctions
         | invented purely for the sake of being able to say you invented
         | something. Even when I was doing really "deep" research I could
         | explain it to anyone by just dropping all the technical jargon
         | and using goal oriented language instead. When I would do this
         | most people would naturally try to reason about it in exactly
         | the same way "researchers" would. The proof is they'd come up
         | with the exact same solutions to the problems that were legit
         | solutions, they had just already been discovered ie the low-
         | hanging in fruit solutions.
        
         | atomicnature wrote:
         | The central thing to me is - "quality of efforts" more than
         | "quality of results". For anything sufficiently complicated or
         | "difficult" - one needs to persevere. There's nothing magically
         | special in any place, like a university, except perhaps a few
         | understanding people around to egg you on (that can make a big
         | difference in the right conditions). But end of the day, it is
         | the individual's effort that matters. Effort can make up for
         | many, many deficiencies. More quality effort held steady over a
         | long-enough time should produce at least tolerable results, if
         | not exceptional results.
        
         | atulatul wrote:
         | But at higher you also learn how to solve problems. Suppose you
         | see a problem which is quite unfamiliar, you have tools and you
         | know how to use tools- combine tools, separate those and use
         | for separate parts, invent tools, etc.
        
           | otteromkram wrote:
           | This is a good argument for, "why do I need to learn
           | math/science? I'll never use it."
           | 
           | Maybe you won't need to factor polynomials daily, but knowing
           | how to solve that kind of problem can be applied to other
           | scenarios outside of Algebra II.
           | 
           | Great post!
        
         | bonoboTP wrote:
         | To see the brilliance of advanced ideas, you need to be quite
         | advanced yourself.
         | 
         | What you wrote is analogous to saying that playing football in
         | the Premier League is nothing special compared to me and my
         | weekend buddies playing in the yard, it's still human beings
         | kicking a ball, just with better coordination and strategy.
         | Yeah. Coming up with new math at a research level is also just
         | manipulating conceptual objects in your mind. Except this
         | insight doesn't make the average person capable of either.
         | 
         | For some reason people have a big hangup around admitting that
         | some people are more talented at abstract thought and advanced
         | math than others, even though this is absolutely obvious even
         | to a schoolkid. The existence of the Premier league in no way
         | diminishes the value of kicking the ball with friends over the
         | weekend. Math can be fun in the same way, but not everyone will
         | reach the same levels.
        
           | captainclam wrote:
           | Hmmm...this wasn't at all my point, but I understand why I my
           | comment could be read this way (the failure to communicate is
           | mine).
           | 
           | I am not suggesting an equivalency between all efforts at all
           | levels, or that innate talent doesn't exist. I was not at all
           | speculating about the nature of preternatural talent. The
           | expertise-gap I was invoking was more like early undergrad to
           | late grad school levels, not pick-up football to Premier
           | League.
           | 
           | The concept I'm getting at is that of a mental block I have
           | observed in myself, and I suspect resides in others, which is
           | really subtle but ultimately quite limiting. I'd have to
           | think harder than I want to at the moment if I were to try to
           | articulate it more clearly, but I do want to be clear that my
           | comment wasn't about innate talent.
        
             | bonoboTP wrote:
             | Yes, maybe I have experienced something similar in my
             | research area in machine learning. Fundamentally, the best
             | people of the best labs use the same tools in roughly the
             | same ways as I do, there's no set of magical secret tools
             | on that tier. They also aren't really using any math I
             | don't know about.
             | 
             | They just comprehend papers quite fast, understand what's
             | relevant and what is not with great intuition, have a lot
             | of prior work in their memory, have gone through lots of
             | projects so they know how to approach the new problem, they
             | are aware of what actually are interesting open questions,
             | they have refined "research taste", (and of course stuff
             | like understanding the academic system and how to make the
             | most of it etc). But the day to day activity is not
             | fundamentally different than for lower tier researchers.
             | They just have better ideas, better overview, and better
             | execution. When they explain it all in hindsight it appears
             | simple and as if you could have done it too. And of course
             | they also run up against bugs and hardware issues and big
             | messes but often just plow through and grind it out because
             | they can see the light at the end of the tunnel well.
             | 
             | It's kind of a bummer in a way. Life is just less magical
             | than we imagine. When I was much poorer as a kid than now
             | as an adult, I used to imagine that being rich must be so
             | different. But actually people are just people, there is no
             | discontinuity anywhere. I've flown business class and been
             | to fancy dinners, it's not fundamentally different from
             | taking a bus trip or throwing a student party at the dorm.
             | The people talk about somewhat different subjects, or are
             | more polite, but overall it's nothing that a poor person
             | wouldnt be able to comprehend.
             | 
             | It also reminds me how there's no "arrival" in life.
             | There's alsays a next thing to do. But for example as a
             | student you think graduation is "making it" but then you
             | realize it continues in somewhat different form, but it's
             | now about acing job interviews and you think landing a job
             | will be the goal line, but then you see it goes on and now
             | you chase promotions and good evaluations and so on.
             | Similar things about private life.
        
       | ninetyninenine wrote:
       | No, this isn't universally true. Your intelligence does affect
       | your ability to learn math. It is not always just a lack of
       | prerequisites.
        
         | JustinSkycak wrote:
         | Sure, there is such a thing as mathematical talent. However,
         | few people actually reach their full mathematical potential
         | because they get knocked off course early on by factors such as
         | missing foundations, ineffective practice habits, inability or
         | unwillingness to engage in additional practice, or lack of
         | motivation. Basically, your mathematical potential has a limit,
         | but it's likely higher than you think.
        
         | Barrin92 wrote:
         | If you want to compete with Terence Tao, maybe. But everyone
         | with a functioning brain can get to a high level of
         | proficiency, I know because I've taught people who were
         | convinced math is an alien language and they lack the math
         | gene.
         | 
         | It's the same with any skill, lots of people are convinced they
         | can't make music, or learn Mandarin or what have you. 99% of it
         | is preconceived notions that they don't belong into a certain
         | club and because we keep telling people that if something's
         | hard for you, you're untalented and you should focus on
         | something else. But it's just effort, even if it's more effort
         | for some in the beginning, there's no magic in any of it.
        
           | ninetyninenine wrote:
           | Sure but it absolutely matters heavily if not just as much
           | prereqs.
           | 
           | I met a girl who struggled with trig and another guy who
           | basically trivially studied the subject and aced it. IQ
           | matters a lot.
           | 
           | We are talking in circles. Both matter but I'm saying with my
           | example above that even at basic math, both still matter.
           | It's not some thing where iq only matters for phd level math
        
           | hnfong wrote:
           | "Just effort" is a curious way to put it.
           | 
           | Even for talented people, learning a skill to a high level
           | takes years.
           | 
           | Mere mortals don't really have that many years of free time.
           | _Choosing_ a path that one seems talented at is usually the
           | right path.
           | 
           | It's one thing for the person to decide they want to take the
           | risk knowing that they might not have the talent to learn the
           | skill in a "reasonable" time, but it's another to thing to
           | pretend there's no difference and cheer on a person chasing
           | an improbable dream and waste a persons' life.
           | 
           | To be or not to be. Basically.
           | 
           | So basically the disagreement is to the approach to default
           | to when the future is unclear. Taking the right action
           | requires a degree of foresight that people generally don't
           | have. (I'm not sure everyone has the same skill to intuit the
           | future, but I'll grant you that it's just effort to learn it,
           | even if it requires significantly more effort for some...)
        
           | paretoer wrote:
           | I suspect this is a feature of the modern world.
           | 
           | I have heard of a few philosophers of their day years back
           | being considered "the most learned man in Europe". Not the
           | smartest, but the most learned. Learned implies agency, smart
           | implies something innate.
           | 
           | With the advent of IQ tests and the computer you get the
           | brain as computer metaphor gone much too far.
           | 
           | Terence Tao has a 64 core threadripper, so if you are just
           | using a 4 core i5 don't even bother.
           | 
           | Then of course if you believe an i5 is basically worthless it
           | becomes a self fulfilling prophecy even though for most tasks
           | both would be plenty fast enough.
        
         | quacked wrote:
         | A lot of people on HN just don't really know any stupid people.
         | There are many adults in the US who struggle to work a grocery
         | store self-checkout machine or remember a string of numbers
         | longer than 5 or 6 digits. (I'm 70% sure the correct order of
         | magnitude for this group is "millions" and 99% sure it's at
         | least "hundreds of thousands").
         | 
         | Maybe with better nutrition, childhood conditions, and
         | healthcare a good portion of this group could have been
         | promoted into a different group, but the idea that everyone
         | just needs better prereqs and they'd learn math better isn't
         | right. The article itself was written by someone who manages
         | their own website.
        
           | zvmaz wrote:
           | I struggle with the self-checkout machine. I am a simpleton.
           | I bow to your intelligence.
        
       | karaterobot wrote:
       | True, but then there's nothing wrong with being dumb. I know a
       | lot of smart people, and they're all dumb about most things. Like
       | the universe, we're mostly empty, with some hot, bright spots.
       | What I mean is, don't think of yourself as fundamentally smart or
       | dumb, think of yourself as having a lot to learn, no matter who
       | you are or how others perceive you.
       | 
       | But sure, this is a good reminder of how you go about learning
       | new things. It's the Julie Andrews method of pedagogy: "start at
       | the very beginning (a very good place to start)"
        
       | password54321 wrote:
       | The real truth: if you aren't good, there is nothing wrong with
       | that and there are more than enough developers in the world and
       | people who are good with math. What we need is more people
       | creating real and interesting jobs for these skills.
       | 
       | Also most people aren't great with spatial reasoning. Chess
       | requires zero prerequisites yet the average level of chess on
       | chess.com is constant one turn blunders. It took only a year of
       | playing on and off to get to 98th percentile and up to maybe 70th
       | percentile most of it is capitalising on basic mistakes. We need
       | to stop deluding people with feels good content, that's how you
       | get memes like imposter syndrome.
        
       | pajeets wrote:
       | Streams of tears roll down my cheek as I write this because this
       | article perfectly highlighted that it wasn't the laziness but
       | rather what was causing it , mainly the lack of prerequisite
       | fundamentals needed to thrive in math field. Had I known this my
       | life trajectory would've been different instead of self loathing
       | and inferiority complex I built up around something so innocently
       | simple.
       | 
       | The rush of epiphany and self-forgiveness that overwhelms me
       | after all these years. I realize now that learning grade school
       | math in French and then started to learning algebra and calculus
       | in Japanese abruptly moving to an English speaking institution to
       | continue math degree (which i abandoned for reasons in the
       | article i realize now ) screwed me up big time because neither
       | French nor Japanese nor English is my first language.
       | 
       | For instance I would store numbers in French in my head and
       | perform arithmetic in French but to do any sort of additional
       | algebraic or calculus I would need to switch to Japanese
       | internally and finally write out response in English. Learning
       | the advanced topics in English was never going to work out, it
       | was like building a castle on sand and the stones are made out of
       | mud.                    I always thought I was too "dumb" to
       | understand math. During my school years, it was evident to me
       | that for some kids math was easy, and for others like myself:
       | painfully difficult.               This belief shadowed me for
       | years, a constant reminder that while believe I am smart... I'm
       | not THAT smart.               Recently, after 150 days immersed
       | in learning math, I had a stark realization.
       | 
       | The struggle wasn't because I wasn't capable, but rather, I was
       | simply missing a shit-ton of pre-requisite knowledge.
       | 
       | I wish I could show this article and translate it into other
       | languages. There are lot of young kids in schools who tell
       | themselves they are dumb or lazy because they can't do well in
       | math and sciences.
       | 
       | God knows how many of us are walking around feeling inadequate or
       | frustrated at ourselves because we convinced ourselves we are not
       | worth it or capable when in reality its the prerequisites both
       | conscious and subconscious, overt and covert we fail to realize
       | as fundamental stepping stones to success.
       | 
       | It might as well be that failure in startups or business ventures
       | or relationships even also stem from this principle: that the
       | fundamental prerequisites were not taught or caught early on
       | (either due to environment, upringing, socioeconomic constraints)
       | have solidified into bad habits, bad model of world, bad model of
       | others that ultimately transpire into bad thoughts, bad words,
       | bad actions and opposite outcomes of what we set out to
       | accomplish.
       | 
       | Going forward I must make it my mission to realize what
       | fundamentals and prerequisites I do not have and instead of brute
       | forcing and letting my ego ignore it, I have to put aside time to
       | build those basic building blocks.
       | 
       | A cathartic angst feels deep in me. Might be too late for me due
       | to my age and I fear I will ignore my own writing here and others
       | will too. It's truly sad that we are all realizing it this late
       | and will forget whatever lessons were learned. I wish society and
       | people would stop pointing fingers at people and rather realize
       | build tolerance from the fact that not everybody gets to build
       | the same prerequisites as humans cannot be the same, some are
       | innately inclined to better at certain things while others are
       | not.
       | 
       | Equal outcomes is a failure in the making and schools need to
       | stop and focus on helping students build prerequisites on their
       | own schedule and pace.
        
       | whackyMax wrote:
       | As a side note, the headline seemed a fun one, it seemed to me to
       | say "you are not dumb, but you just lack a few prerequisites to
       | be dumb".
        
       | veunes wrote:
       | > It's like trying to defeat a Elden Ring boss... at level 1.
       | Just in love with this comparison
        
       | GeoAtreides wrote:
       | You know how there's a window for learning to speak?
       | 
       | https://en.wikipedia.org/wiki/Critical_period_hypothesis
       | 
       | I posit there's a similar window for highly abstract thinking,
       | like math or logical thinking or, controversially, for learning
       | how to learn.
        
         | hervature wrote:
         | Why are you stating a hypothesis as if it was fact? I'm 30 and
         | started learning Spanish (1,000 hours so far) and think I'll be
         | near-native level in another 1,000 hours and maybe actually
         | native in 5,000 total hours which I might get to by the time
         | I'm 40. As we age, we simply have other commitments that we
         | cannot devote this much time to language learning. Kids
         | "easily" learn language because they can easily put 1,000 hours
         | of exercise each year for 5 years.
        
           | GeoAtreides wrote:
           | This is not about learning a second language, this is about
           | learning to speak in the first place
           | 
           | for example: https://en.wikipedia.org/wiki/Critical_period_hy
           | pothesis#Dea...
        
             | hervature wrote:
             | The leading sentence is:
             | 
             | > The critical period hypothesis[1] is a theory within the
             | field of linguistics and second language acquisition that
             | claims a person can only achieve native-like fluency[2] in
             | a language before a certain age.
             | 
             | Granted, I do admit I missed the subtlety that it applies
             | to learning a first language as well.
        
           | dranudin wrote:
           | I have lived in a foreign country for about 3 years. My wife
           | is from there and I speak with her in that language every
           | day. I also took courses until the B2 level. My communication
           | in that language amounts to easily more than 5000hrs. I am
           | fluent, but no native speaker would call me native and that
           | will never happen. My wife learned my language in school
           | since elementary school up to graduation. She lives in my
           | country since about 5 years. In her job she has to talk to
           | people for basically 8hrs a day in the local language. She is
           | fluent but nobody would call her native. Instead people
           | wonder where she is from because they cannot match her accent
           | to a particular country. Most likely we will never have
           | native competency in the foreign language. So if you make it
           | to native in 5000hrs, you are way above average.
        
             | dleink wrote:
             | I wonder if there's some kind of plateau you reach in a
             | learning a language that way. Like, what if you started
             | working with a hollywood dialect coach?
        
               | sn9 wrote:
               | Yeah there's definitely a gap between functionally fluent
               | and being mistaken for a native that requires some
               | intentionality and effective study that is unlikely to be
               | crossed accidentally/passively or by focusing on the
               | wrong things/methods.
               | 
               | Some combination of learning the phonetics of the target
               | language, 1000s of hours of comprehensible input, singing
               | to music in the target language, and doing impressions of
               | native speakers are all things that can help.
        
               | laichzeit0 wrote:
               | I'm bilingual since a child but didn't really use one of
               | the languages much after age 12 to about 30. When I do
               | speak the second language I can fool locals into thinking
               | it's my first language, but it takes exactly 1 mistake or
               | mispronunciation and they ask "oh are you actually
               | English?". The bar is that that high for passing native
               | fluency in another language, if you somehow could fake
               | the accent perfectly as well (there is absolutely no
               | way).
        
             | naveen99 wrote:
             | agree for most people. But what about comedians /
             | impressionists that can copy accents at will with just a
             | little practice...
        
       | Dr_Birdbrain wrote:
       | I would be curious to hear what "better learning methods" the
       | author used. He calls them out but doesn't describe them.
        
         | rod_o wrote:
         | Pretty sure he means https://mathacademy.com/
        
         | DantesKite wrote:
         | According to this tweet, he used Math Academy.
         | 
         | " Excited to see a @_MathAcademy_ student blowing up Hacker
         | News with some insights they've realized about the process of
         | learning math!"
         | 
         | https://x.com/justinskycak/status/1827397012758917622?s=46&t...
        
           | dr_kiszonka wrote:
           | He nudges folks towards his product on HN too. (Which is why
           | I would never subscribe to it.)
        
       | j45 wrote:
       | Math as taught by one of my teachers made a lot of sense.
       | 
       | Some topics will come easier and click. Others will need to be
       | brute forced by practicing examples.
       | 
       | I can see how that generates pre-requisite knowledge one way or
       | the other.
        
       | atoav wrote:
       | As an educator, this is the thing I always say. If you try to
       | teach someone programming for example, try to make a honest list
       | of all required prior knowledge. This is usually stuff that is
       | totally _obvious_ to anybody in the field, but if you don 't know
       | it it might give you a hard time. E.g. that programs run within
       | the context of an operating system and the OS provides interfaces
       | for interaction with hardware.
       | 
       | Not all of that is needed upfront, but certain explanations just
       | won't make any sense if required knowledge is missing.
        
       | closetnerd wrote:
       | The source of about 30% of the hits I took in homework and tests
       | was, to this day, not having memorized the basic values of
       | Sin/Cos(pi, pi/2, pi/4).
        
         | YZF wrote:
         | Instead of memorizing the values you can learn the shape of the
         | graphs and/or learn the meaning of sin/cos on a right angle
         | triangle.
         | 
         | I think I got ok through a math/comp.sci. degree without
         | memorizing values but I will say the "mechanical" aspects of
         | math including trig functions and things like integrals and
         | derivatives involve drilling those enough to make these things
         | automatic (which is sort of memorizing but not exactly). I was
         | always lazy so I never got really good at that (and my calculus
         | related grades are evidence of that ;) ).
        
           | philomath_mn wrote:
           | Yeah I pretty much always think through the unit circle to
           | get the value of sin(0) and cos(0) (unless I had been doing a
           | lot of trig lately)
           | 
           | I remember drawing everything out on trig exams though and
           | making myself an on-demand cheatsheet.
        
         | sn9 wrote:
         | Here's an Anki deck for the unit circle:
         | https://ankiweb.net/shared/info/1813562307
        
       | digger495 wrote:
       | The author's point about Elden Ring is especially on point..
       | 
       | Because not only do you need to be level 50, but you need to try
       | and fail five times before you see any kind of success.
       | 
       | Failure is _inevitable_. Quitting is optional.
       | 
       | You have to learn from each mistake.
        
       | nsxwolf wrote:
       | I wish someone had told me this in school.
        
       | w10-1 wrote:
       | For many practical applications, slow learners do just as well as
       | fast ones, once they're up to speed.
       | 
       | Math teaching is mostly playing hide-the-ball, which teachers
       | justify by saying people learn more deeply when they figure it
       | out for themselves. But really that just shifts the burden of
       | backfilling prerequisites to the student.
        
         | Jensson wrote:
         | > But really that just shifts the burden of backfilling
         | prerequisites to the student.
         | 
         | Not if the students were taught that way from the start, learn
         | for yourself at every step and you are never behind.
        
         | whiterknight wrote:
         | Are you suggesting that you don't learn as much when you figure
         | our the puzzle as oppose to being told the answer?
        
         | Viliam1234 wrote:
         | This really depends on getting the details right.
         | 
         | If you choose the right kind of problem that the children _can_
         | figure out on their own -- it helps a lot. The will remember it
         | better, and they will also feel better about their own skill at
         | math.
         | 
         | But if you incorrectly estimate the difficulty of the
         | problem... and instead of noticing your mistake and fixing it,
         | you just wait for a miracle to happen -- the kids will only
         | waste time and get frustrated.
         | 
         | The problem is teachers who believe they can do this trick, but
         | fail to notice that they are doing it wrong, and then they
         | blame the kids.
        
       | neom wrote:
       | Anyone here with developmental dyscalculia managed to overcome it
       | and get into math? I have no clue how to deal with numbers, I
       | know this is weird to say but it feels like they don't exist for
       | me.
        
         | bonoboTP wrote:
         | Many branches of math aren't focused on numbers. One cool
         | branch that has almost no prerequisites and isn't focused on
         | numbers is graph theory. It can be a great subject to cut your
         | teeth on, regarding formulating theorems and proving them.
        
       | CM30 wrote:
       | This tracks pretty well with my experiences learning programming,
       | both when developing websites and making video game mods.
       | 
       | The times I failed, I was looking at other people's work and
       | trying to figure things out too quickly and in an unstructured
       | way. I saw the complexities of a program that was in development
       | for weeks/months/years, then basically panicked and thought I'd
       | never be able to make something like that.
       | 
       | When I learnt the basics, I then saw how these problems could be
       | broken down into their simplest forms, and ended up learning a
       | lot more efficiently as a result.
       | 
       | Of course, having examples of what to do helps a lot, it's just
       | your examples need to be merely a tad more complex than what you
       | already know, not a masterpiece from some genius that spent the
       | last decade working on it. Or if they are from that sort of
       | person/company, you should try and break down sections of the
       | work at a time to understand where they're coming from, not the
       | whole thing at once.
       | 
       | It's much more reasonable to try and figure out how someone like
       | Facebook or Netflix implemented a profile page or edit button
       | than say, how the whole system works on a greater level.
        
       | gnarlouse wrote:
       | This page needs to get reshared 8 billion times by 8 billion
       | humans.
        
       | throwaway25664 wrote:
       | I'm enjoying going through your site, looking for inspiration and
       | tactics. Btw, this page is missing: https://lelouch.dev/roadmap
        
       | notjoemama wrote:
       | Assessments are getting better in education and they help find
       | missed skills. It's possible the author was smart enough to copy
       | but not understand why they were doing what they were doing.
       | Whether your local district focuses on skill acquisition versus
       | graduation rate may determine the students success long term. I
       | know little, but what I've seen from reading programs they're
       | pretty much 'there' in discovering these blind spots. I don't
       | know if there is comparable assessments or programs for
       | mathematics.
        
       | _benj wrote:
       | I'm curious about what that "preliminary knowledge" is? I've read
       | stuff like a mathematician delight and the Joy of X and it's such
       | a beautiful, attractive but seemingly unattainable realm of
       | knowledge.
       | 
       | As an example, this is the math that I'm aware of and have been
       | exposed to:
       | 
       | Arithmetic Algebra Geometry Trigonometry Calculus
       | 
       | I'm vaguely aware of linear algebra but haven't studied it (it
       | also seemed unattainable)
       | 
       | I'm also aware of discrete mathematics and even bought the book
       | concrete mathematics by Knuth, only to be totally stuck in the
       | very first example of recursion and the tower of Hanoi...
       | 
       | So, what is that preliminary knowledge and how does one goes
       | about acquiring it?
       | 
       | From where I sit sometime it feels like I don't what I don't know
       | and I don't even know how to ask how to learn what I don't know I
       | don't know
        
         | programjames wrote:
         | Probably figuring out math paths. I've always been bad at
         | remembering formulas or theorems, but that's because I remember
         | how to get to that formula or prove the theorem instead. E.g.
         | in grade school, I never memorized the sum of cubes formula,
         | but I knew
         | 
         | a^3 + b^3 = a^3 - (-b)^3
         | 
         | and that the difference of cubes looks somewhat like the
         | difference of squares, so I guessed
         | 
         | a^3 + b^3 = (a - (-b))(<and figured out the rest.>)
         | 
         | Having the whole path in your head makes it so you don't get
         | stuck when you forget one step, and also makes it easier to
         | make new connections.
        
           | _benj wrote:
           | I like this idea. I'm guessing that it might be trying to
           | learn math from proofs? or from first principles? I'm trying
           | to figure out how could I find where to learn math in this
           | way?
        
           | kgeist wrote:
           | Same, I never could remember formulas at school. What I did
           | during exams was to "reconstruct" them visually: I'd sketch a
           | few graphs at various random points and try to derive a
           | formula from there. I also remember successfully solving
           | problems by sketching geometrical shapes (triangles, lines
           | etc.) and just trying to reason with basic logic + trial and
           | error.
           | 
           | I realized back then that a lot of math (at least school-
           | level math) can be grokked if you visualize it
           | geometrically/spatially, as manipulatable objects in space. I
           | don't know why our teachers rarely explained it like that.
           | For most students, it was like strange symbol manipulation
           | rules that you must remember by heart and can't derive from
           | scratch.
           | 
           | Currently I'm fascinated with the way neural networks can be
           | understood as a problem of trying to untangle tangled
           | manifolds (to make them linearly separable) by
           | "folding"/distorting space, using basic matrix
           | manipulations... That way it's not magic anymore, it's
           | something which appears so straightforward.
        
         | kavouras wrote:
         | It really depends on what you're interested in, its like saying
         | I really want to learn computers.
        
       | dundercoder wrote:
       | So many times the solution is to be kinder to yourself. I love
       | this.
        
       | meken wrote:
       | I can relate - I was quite bad at math through high school.
       | 
       | I eventually hit a wall in college then, like the author, decided
       | to start from the complete basics: positive and negative numbers,
       | fractions, arithmetic, algebra, then calculus.
       | 
       | Khan academy made this possible for me (in 2010), I don't know
       | where I would be without it.
        
       | patrick451 wrote:
       | This post biases way too hard into the nurture side of the
       | equation. The difference between the author and someone who is
       | genuinely smart is that the genuinely smart don't need to spend
       | months carefully working through all those prerequisites in
       | carefully arranged order. Until you meet somebody like this, it's
       | easy to delude yourself into assigning yourself more brilliance
       | than you posses and think that everybody struggles the same way.
       | It turns out some people really are smarter than you,
       | prerequisites or not.
        
       | datagreed wrote:
       | I am confused: how exactly did the author managed to lack
       | prerequisites for math in school?
        
       | ksec wrote:
       | That is what I dislike about Computer Science course ( BSc ) and
       | much prefer Computer Engineering ( BEng ). There are far too many
       | abstraction involves that most people just remember or know the
       | skills set of the abstraction layer without ever understanding
       | how that abstraction comes into the field in the first place.
       | 
       | Over the past 10 years the media has have popularised the term
       | First Principle often spoke about by Elon Musk ( He didn't invent
       | the term but media help to spread it ). And this is precisely it.
       | 
       | And this isn't just computer but literally every single subject
       | taught are now about the grade and not the "WHY". We just dont
       | know how most things are derived from. We just memorise it and
       | society will reward you with Certificate and a "Smart" status.
       | 
       | In Maths Richard Feynman [1] explaining mathematics in 4 pages
       | from algebra to calculus. As the saying goes, I dont have time to
       | write you a short letter, So I wrote a long one. Getting
       | something simple and concise in 4 pages is the work of genius and
       | takes a lot of time. I only wish something like this exists for
       | all other subject with video course, completely free of charge in
       | dozens of languages to kids all around the world.
       | 
       | [1] https://www.feynmanlectures.caltech.edu/I_22.html
        
         | default-kramer wrote:
         | When I think of "Computer Science" I definitely think that it
         | respects "build great things from a small set of first
         | principles" as much as any field. In fact, I might argue that
         | CS is just a subset of pure math. It's those pesky Computer
         | Engineering concerns, warts like memory locality and branch
         | prediction, that make CS "less pure" than it could have been :)
         | [no offense to CE, I personally love those warts]
         | 
         | > most people just remember or know the skills set of the
         | abstraction layer without ever understanding how that
         | abstraction comes into the field in the first place
         | 
         | This sounds like you're describing pragmatic software
         | development, or "software engineering" if you insist on
         | sounding fancy. My degree was in SE and in retrospect I would
         | have enjoyed CS more, but it really didn't matter in the long
         | run. But I digress... the point is: a course that focuses on
         | using an abstraction is a programming/SE course, whereas a
         | course that focuses on the principles one might use to build
         | such an abstraction is a CS course.
        
       | j7ake wrote:
       | Prerequisite is a euphemism for practice. You lack practice.
       | 
       | It's like saying you can improve your skills in
       | basketball/swimming/piano/singing if you just practice better.
       | 
       | But obviously you can still be dumb and know a lot of math.
        
       | lovestory wrote:
       | I have still not graduated and this is my sixth year at
       | university (in Europe). I find math too difficult and I still
       | have calculus, linear algebra and probability. Discrete
       | structures is the only math class I managed to pass and it took
       | me too long to realize it's because the other classes have a long
       | list of prerequisites. I have passed all of my software/IT
       | classes aside from the maths and it's because they virtually are
       | built from the ground up. On the other hand, strong math
       | foundations are required even for the introductory math in my
       | college. What I did was get great algebra and precalculus
       | textbooks and went through them with great detail. After that I
       | found the classes were not that hard to grasp.
        
       | locallost wrote:
       | Smarter people will get the prerequisites faster. Nothing wrong
       | with that, I'm more of a persistent person myself, which is a
       | quality in itself. The really accomplished people are both smart
       | and persistent.
       | 
       | But otherwise I agree with the article. I have zero basics in
       | physics because my first teacher was generally senile and there
       | was noone else (small town), and it was always something where I
       | automatically tried my best to just get a passing grade.
        
       | LarsDu88 wrote:
       | This is me diving into leetcode without majoring in CS in
       | undergrad.
       | 
       | There's are also a bunch of precalculus stuff that comes in handy
       | that I completely forgot. Like how to compute arithmetic sums!
        
       | markozivanovic wrote:
       | Hehe, two years ago, I wrote a similarly titled article - "You're
       | not dumb, the prerequisites are bullshit." :)
       | https://news.ycombinator.com/item?id=30035456
        
       | Jacky4Chan wrote:
       | That's one of L. Ron Hubbard's barriers to learning, described in
       | his "basic study manual" book.
       | 
       | -Another one is not fully understanding the words or concepts
       | being used.
       | 
       | -Another is not having an appropriate example or visualization of
       | what is being explained.
        
       | ruph123 wrote:
       | How to tackle it?
       | 
       | To me there are either two ways: when you are trying to learn the
       | thing XYZ you are seeking, drill down to the first thing you
       | don't understand and consult a lower level resource. Continue
       | until you reach a level you understand. And the second way is:
       | Re-learning "all" of essential math and then going back to XYZ.
       | 
       | I don't think the second step is feasible, as you cannot possibly
       | learn everything in a breadth-first kind of way until you are
       | deep enough to learn the (now level-adjacent) topic XYZ.
       | 
       | But for strategy 1, the question is 1) how to identify the
       | problem that you are lacking (e.g. how to isolate math gibberish
       | into a concrete concept) and 2) how to find a good resource to
       | learn and practice this concept at this level?
       | 
       | I do struggle with this and sometimes randomly learn some lower
       | concept again but notice later it did not help me in the end and
       | just left me with a million untied knots that were infeasible for
       | me to entangle.
        
       | necovek wrote:
       | I am not sure I entirely agree with the premise: eg. you maybe
       | are "dumb" (lack mathematical talent, really), but with proper
       | instruction, you can learn a lot of math.
       | 
       | Let me dive deeper.
       | 
       | Our school system teaches math in a pretty inflexible way: "this
       | is how everyone can get it". But even math talents don't learn it
       | that way: as one, I was usually ahead of the school with my own
       | reasoning (sometimes by a couple of grades) and could backtrack
       | to the school method to understand it and apply it.
       | 
       | Second, if you are good at maths naturally, everything else at
       | school becomes easier: people simply treat you as "smart" in
       | whatever you do just because you have a natural leaning to
       | mathematics (both if they do or don't themselves). Even rote
       | memorization subjects like history and geography become easier
       | since, well, you are "smart": teachers simply do not ask much of
       | you.
       | 
       | And finally, I've met many an extremelly intelligent
       | mathematician (uni professors and math competitors) who simply
       | are outright _dumb_ : they could not process a simple logic
       | statement in human language, even if they were regularly working
       | on advanced research calculus.
       | 
       | So, anyone can learn a lot of math, and doing so requires
       | internalizing the foundations. However, people talented for
       | mathematics find it easy to internalize them in various ways (not
       | always the textbook way), so it's not hard work for them (eg. I
       | could coast through the entire undergrad math and CS program too,
       | cramming for a weekend for all but a couple of exams: memorizing
       | all the axioms and theorems was the struggle, operating with them
       | and proving them once I knew them was comparatively easy and I
       | finished with a GPA equivalent of 3.4 or so).
       | 
       | But math instruction is hard because math is a formal language
       | representing a very specific mindset that not everybody can
       | _naturally_ get. And instruction is usually performed by people
       | not having attained that internalized knowledge of the
       | foundations, thus not being able to look at it and describe it
       | from numerous viewpoints required for individual students.
       | 
       | Finally, we need to fix the society not to equate "good at maths"
       | with "being smart": plenty of smart people who have a hard time
       | with maths, and plenty of math wizards who are outright dumb.
        
       | Grustaf wrote:
       | But how could some 7 year olds have vastly different "pre-
       | requisites" than others?
       | 
       | In my experience aptitude plays a far bigger role. Yes, you
       | compensate for lack of aptitude with a lot of hard work, but
       | that's a different matter.
        
         | creesch wrote:
         | Because at 7 you obviously also already have 7 years of
         | experience behind you. Sure, it is not as much as an adult, but
         | it still matters a lot. Different environments and stimuli make
         | it so that also for 7-year-olds, they can have vastly different
         | prerequisites for anything.
         | 
         | Often aptitude is not aptitude at all, but all of the above.
         | 
         | Then, during learning anything, the same thing also applies.
         | How much support you get from teachers and parents. What sort
         | of environment you have available to practice in. And a lot
         | more.
         | 
         | Finally, when all other factors are equal, aptitude can play a
         | certain role. But one that in an educational setting is largely
         | irrelevant. Because if everything else is perfectly in place to
         | teach something, including learning any prerequisites, aptitude
         | is only something that matters in hindsight.
         | 
         | Which is extremely important as well. Labeling someone as
         | lacking aptitude can be highly discouraging. Repeatedly hearing
         | that they aren't "naturally" good at something can lead them to
         | stop trying, even if it's not true.
        
           | Grustaf wrote:
           | I really don't understand this cope. It's scientifically
           | established that intelligence is highly heritable, especially
           | the analytical kind. It also agrees with experience, we all
           | know people who have a very hard time understanding
           | mathematics, while others sail through it.
           | 
           | Of course it's not fair, life isn't fair. But the good news
           | is that you can quite easily compensate for lack of aptitude
           | with more work, and that is most definitely the case for
           | mathematics, up to and including undergraduate level.
           | 
           | I grew up in Sweden where everyone goes to the same kind of
           | pre-school, that does very little math teaching. Still, the
           | difference in aptitude when we started school was
           | significant. But we all know this.
        
             | creesch wrote:
             | Oh boy, I don't even know where to start here. It isn't a
             | cope, it is a more nuanced take.
             | 
             | Your take is so black and white that it only holds up if
             | you almost willfully ignore all other context. Obvious
             | things like different kids having a different home
             | experience, exposure to different things outside of school,
             | exposure to different things in the years leading up to
             | pre-school, etc. These are just a few factors that actually
             | heavily influence where someone starts and how easily they
             | pick up some subjects. Then there is the fact that
             | following the same curriculum or even being in the same
             | class doesn't mean getting the same attention from
             | teachers. In fact, ironically those with "more aptitude"
             | sometimes get more attention further increasing their
             | headstart.
             | 
             | I honestly want to invite you to go back, read my other
             | comment again, _actually take the time to internalize it_
             | then reply back again.
             | 
             | Because you are very close to actually agreeing with me.
             | Specifically because you mention the practice and extra
             | work bit. You just don't realize it yet.
        
               | Grustaf wrote:
               | No, I am very far from agreeing with you. I am saying
               | that if you keep all other conditions the same, you will
               | still see vast differences in the ease of understanding
               | mathematics. This is borne out both by science - there is
               | strong consensus that intelligence is highly heritable,
               | and everybody's experience.
               | 
               | So even if we limit "aptitude" to a strictly genetic
               | sense, it will still explain most of the difference in
               | math ability at 7. All other factors related to growing
               | up will add up to less than half of that.
               | 
               | Regarding practice compensating for genetics, I am not
               | talking about having more supportive parents or more
               | demanding pre-school, I am talking about Asian level
               | hardcore drilling. That can certainly make up for most of
               | the difference, at least when it comes to basic
               | mathematics. But that means that the concepts that a
               | child with math aptitude will pick up in 5 minutes will
               | take 5 hours of drilling for another child.
        
               | creesch wrote:
               | > This is borne out both by science - there is strong
               | consensus that intelligence is highly heritable
               | 
               | That is again a simplification of reality, leaving out a
               | lot of context and nuance.
               | 
               | 1. You are right that research seems to indicate that
               | intelligence is heritable, meaning that genetic factors
               | play a role in individual differences in intelligence.
               | Estimates of the heritability of intelligence typically
               | range from 50% to 80%, depending on the study, age of the
               | participants, and the methods used. I am guessing that
               | this is where your " _All other factors related to
               | growing up will add up to less than half of that_ "
               | remark comes from. _However_ , that 50%-80% is in
               | relation to the inheriting intelligence from the parents.
               | It does _not_ mean that it influence more than half of
               | your intelligence. It also highly depends on the specific
               | aspects of intelligence that is being measured.
               | 
               | 2. If we are throwing in statements as _borne out by
               | science_ then you can 't ignore that studies also show
               | that factors such as education, nutrition, and
               | socioeconomic status significantly impact cognitive
               | development. In fact, some of the most critical periods
               | for brain development occur in early childhood. Things
               | like:                 a) Prenatal environment: Factors
               | such as maternal nutrition, stress levels, and exposure
               | to toxins can affect fetal brain development.
               | b) Early childhood nutrition: Proper nutrition in the
               | first few years of life is crucial for optimal brain
               | development.            c) Stimulating environment:
               | Exposure to a variety of experiences, toys, and learning
               | opportunities in early childhood can enhance cognitive
               | development.            d) Physical activity: Regular
               | physical activity from an early age can promote brain
               | health and cognitive function.            e) Parental
               | interaction: The quality and quantity of interactions
               | with caregivers, including talking, reading, and
               | responsive care, significantly impact cognitive
               | development from infancy.            f) I could go on for
               | a while, but the picture should be clear enough.
               | 
               | Again, aptitude can be a thing. But all things
               | considered, it is really not all that relevant when we
               | are talking about the development of people and them
               | learning things. Anyway, at this point your use of
               | phrases like "cope" and a somewhat fatalistic view ("life
               | isn't fair") already suggests to me that you actually
               | have no interest in actually expanding your view and
               | scope on these matters. In fact, it could easily be seen
               | as you arguing in bad faith. Which is ironic given we are
               | talking about intelligence and aptitude to picking up
               | things. So I suppose this reply is more for other people
               | to read. I am certainly done with this conversation now.
               | Regardless, have a good day :)
        
         | 0xpgm wrote:
         | I've read that in some families, especially from Asian
         | cultures, you're started off with math tuition as soon as you
         | can read.
         | 
         | And some people are just lucky to have the right environment. I
         | happened to have had access to some more advanced books from
         | older relatives as a kid and I noticed that it gave me an edge
         | over my peers in some areas.
        
           | Grustaf wrote:
           | Asian families, for sure. But that's doesn't explain that
           | vast chasm we all observed between non-Asians in school
           | growing up. Why not just accept that it's possible to be born
           | with an aptitude for math?
        
             | hnfong wrote:
             | If We closely guard this secret instead of telling people
             | on online forums, We could gaslight people into thinking
             | they are at fault for not being good enough at math. Then
             | We mathematize everything that can be mathematized in
             | higher education and research, and gatekeep it by requiring
             | math even when it's not strictly needed.
             | 
             | (I mean, that's not my opinion, that's just how modern
             | society has been running for... a century or two?)
        
           | Grustaf wrote:
           | It's not the "access" to those books that gave you an edge,
           | 95% of children would be completely uninterested in those
           | books. As you know, today 100% of Western children have free
           | and instant access to the best math teaching material you
           | could imagine, right from the phones, but math grades keep
           | falling.
        
       | creesch wrote:
       | Related to this, it is why when writing documentation for
       | something, it can be extremely useful to also list the
       | prerequisites someone needs to pick up the information in the
       | document before them. Possibly with also linking to resources
       | about them, depending on your audience.
       | 
       | Not only that, writing out the list of prerequisites also helps
       | the author write a better document. Because thinking about what
       | knowledge is required serves the same function as thinking about
       | a good unit test does. It makes you stop to consider "the
       | obvious" and sometimes realize you have overlooked something.
       | 
       | Because when you are thinking about these prerequisites, you are
       | likely also thinking about _why_ they are needed and what
       | challenges come with them. This in turn might lead you to revise
       | aspects of the documentation to make them clear as well.
        
       | bloqs wrote:
       | This is a half truth. Part of the reason some people take a lot
       | longer to grok the prerequisites and get left behind in class is
       | because of cognitive ability.
       | 
       | Working memory (WAIS) digit span, and broader performance IQ (as
       | opposed to verbal IQ), generally indicates how many conceptual
       | 'items' you can have in your head at once. With more advanced
       | math, this becomes _critical_ to forming the coherent plumbing
       | between concepts in your head, leading to understanding.
       | 
       | Incidently, ADHD is largely an expression of specific personality
       | traits and low working memory.
        
         | agumonkey wrote:
         | I felt that during college. Suddenly I couldn't hold enough
         | abstract terms or variables at once to be able to reflect.
         | 
         | It slowed me down near zero, but weirdly, if you keep trying,
         | your brain may evolve some new abilities and maybe as
         | important.. keep feeling joy about learning even if slowly.
         | 
         | I wonder how one can raise this aspect of thinking.
        
         | bruce343434 wrote:
         | ADHD is largely an expression of dopamine misregulation
         | actually.
        
       | ta8645 wrote:
       | Many people are in fact dumb, and will never acquire the
       | prerequisites. We're not all blank slates with equal potential.
        
       | notepad0x90 wrote:
       | Late to the thread, but my view on being "dumb" in general, even
       | if you have the pre-req's knowledge and ability are different
       | things. Most people, in my opinion, are smart enough to
       | understand and apply just about any complex subject or topic.
       | Being smarter just means you can "compute" and understand or
       | apply the subject in question faster than others.
       | 
       | In the end, what we prioritize and how much time is available for
       | us to tackle different subjects is the biggest limitation, not
       | genetics or luck. Art and entertainment heavily influence these
       | things.
        
       | pazimzadeh wrote:
       | > A cage of 5 mice costs ~$1k upfront and ~$5k/yr recurring
       | 
       | You can get mice a lot cheaper than that, I'm not sure what kind
       | of mice he's referring to but the prices depend on the vendor and
       | mouse type.
       | 
       | Where I work it's about $2 a day to house a cage of 5 mice. It's
       | about $30 a mouse if you get C57BL/6NJ's from Jackson:
       | https://www.jax.org/strain/005304
       | 
       | So more like $150 for 5 mice and $800 to house for a year.
       | 
       | Another good one to know if the size of antibodies (10-12 nm).
        
         | hamandcheese wrote:
         | Wrong article?
        
           | pazimzadeh wrote:
           | whoops yeah wrong article. was trying to comment on this
           | https://news.ycombinator.com/item?id=41344176
        
         | rendall wrote:
         | Is that in the article? I didn't see that. Where is that from?
        
       | sublimefire wrote:
       | This is an optimistic take on things. With years you understand
       | there is a small cohort that is not capable of learning the
       | basics even if they try, then there are folks who do not even
       | know they are lacking.
        
       | feldrim wrote:
       | I discovered this myself when I attended a data science summer
       | school, a 2-day bootcamp. I knew Python and Jupyter. I know
       | basics of Operations Research, though I barely passed the class
       | back in time. I took classes on optimization classes thanks to
       | industrial engineering classes. But at the end of the boot camp,
       | I was as illiterate on data science as I was at the beginning. I
       | was just more confused. Then, I understood that I was missing the
       | mathematical prerequisites for the understanding. I still felt
       | dumb though.
        
       | TrackerFF wrote:
       | A lot of people hate rote learning - but elementary math classes,
       | meaning all the way up to calculus (or prior to more rigorous
       | proof based classes), do require a bunch of memorization. That's
       | on top of getting an intuition...the "Aha!" moments.
       | 
       | I've observed that many math students in those types of
       | elementary classes struggle because they're unable to recognize
       | identities. They get some problem which involves substituting
       | hard parts with easier parts using identities, but don't
       | recognize them. So they try to solve the problem directly, and
       | end up writing pages upon pages, before either getting stuck or
       | doing some error that follows them until they get stuck.
       | 
       | Once they're showed what identities to use, they say "of course,
       | I should have known that!" - but they never put in the time to
       | solve all the problems.
       | 
       | And I was like that, too. I always thought that math would be a
       | nifty because you'd "only" need to learn the various theorems,
       | and if you understood those, then that should have been enough.
       | It didn't really hit me that I'd need to put in hard work solving
       | problem sets until I started recognizing patterns and knowing
       | what to use, and where to use it.
       | 
       | Same goes for those that don't really understand the theory. Lots
       | of math problems later will be of the type "Here's a difficult
       | looking problem, is [statement x] true or false?" - and because
       | they don't understand what math theorem to use, and all its
       | properties, they'll try to brute force it by jumping into
       | calculations.
       | 
       | You see it all the time in calculus, where students are asked to
       | solve some nasty looking integral problem, which is much simpler
       | if you know and use properties regarding symmetry and stuff like
       | that.
       | 
       | I'd say for most people, there's no free lunch when learning
       | math. You'll need to understand it, and you'll have to practice.
       | 
       | There's always going to be some extremely high-IQ individuals
       | that can do pretty advanced math purely by logical deduction -
       | but for the vast majority, it comes down to hard work.
        
         | trwhite wrote:
         | > A lot of people hate rote learning - but elementary math
         | classes, meaning all the way up to calculus (or prior to more
         | rigorous proof based classes), do require a bunch of
         | memorization
         | 
         | A lot of people still think reading and re-reading textbooks is
         | the way to memorise theorems but recall (attempting to remember
         | them without the book) is much better.
         | 
         | I cannot recommend the book "A Mind for Numbers" by Barbara
         | Oakley enough - it put me on a journey to re-learning Maths as
         | an adult.
        
       | maxrecursion wrote:
       | I learned this as a teenager when I went from great at math to
       | terrible because I got stuck with crappy teachers. Then, in 11th
       | grade, I got put in algebra 2 with a great teacher and was
       | tutoring other kids.
       | 
       | Math is completely different than other subjects. You can't catch
       | up by cramming or reading a book over the weekend. You have to
       | consistently learn and use it over the years. And have competent
       | teachers to teach it to you.
       | 
       | Once you get placed in the remedial math, where they are just
       | corralling misbehaving teenagers, and slapping out worksheets so
       | kids can pass, you are basically screwed, unless you can get out
       | of that situation.
        
       | firesteelrain wrote:
       | I don't even have to read the entire article for the title to
       | resonate with me.
       | 
       | But when you are poor and really need a leg up in society, you
       | will do anything to push yourself forward - including going into
       | student loan debt.
       | 
       | I certainly wasn't equipped nor ready for computer science. Well
       | let's say my computer science classes I did well. It was the
       | Calculus and Physics that I struggled because I didn't have a
       | good background from High School.
       | 
       | I didn't have the necessary pre requisites.
       | 
       | When I recently completed my Masters in Systems Engineering,
       | getting a 4.0 GPA was no problem.
        
       | sethammons wrote:
       | My step-mom tutors. A high schooler was having a terrible time in
       | algebra. She quickly realized there was foundational numeracy
       | missing. The next lesson they walked out to the residential
       | street and asked: how many tires are there. The kid froze and
       | guessed. Time to start counting. A couple months later, the kid
       | was able to raise their grade to passing in algebra
        
         | spencerchubb wrote:
         | too many stories like this. we need to organize schools by
         | knowledge, not by age. and only pass kids to the next level
         | when they're ready
        
       | selimnairb wrote:
       | I have a corollary: people who are smarter than I am are mostly
       | just less lazy than I am.
        
       | mehulashah wrote:
       | I wish we didn't think of understanding math as being smart or
       | dumb. Like, it was a singular ability. Math is a subject deep,
       | wide, and rich of ideas as well as results. For me, learning and
       | understanding new concepts and results is like discovering new
       | mountains and trying to ascend them. I won't be able to ascend
       | most, but I can certainly sit back and appreciate and enjoy their
       | magnificence.
        
       | Astro-Domine wrote:
       | It's heartwarming to read comments from clever people, focusing
       | on their struggles. Too often I interact with people who lock
       | conversations into their own sphere of competence with the
       | outcome being that I feel incompetent.
        
       | shiandow wrote:
       | Lately I've begun thinking that the way maths is taught, with
       | each new concept following on the previous and no real way to
       | revisit older content, just might be why people think there is a
       | sharp divide between people who seem to understand all maths
       | immediately and people who don't get it at all. Of course it
       | might be the case that maths people exist, but _maybe_ it 's
       | mostly survivor bias.
        
         | jacobsimon wrote:
         | One thing I noticed going through school is that math concepts
         | are usually taught first before physics and other subjects ---
         | precisely because the math is viewed as a prerequisite for the
         | other material. But this always seemed entirely backward to me,
         | because much of the math was invented for and motivated by
         | people trying to solve actual problems in these other
         | disciplines. I think we should teach people in the same order
         | of operations, rather than treating math as an abstraction to
         | be learned by itself.
        
       | talkingtab wrote:
       | To generalize. When people fail they can blame themselves or can
       | examine how to change. I saw one person try open a gate, fail and
       | say they were no good with mechanical things. I said "Its not
       | you, the gates broken" and the person immediately opened the
       | gate. This is pervasive. "I'll see it when I believe it" as the
       | saying goes.
        
       | chrsw wrote:
       | When machine learning went mainstream I realized I didn't
       | _really_ understand linear algebra.
        
       | mahdavipanah wrote:
       | I think intelligence (however defined) is important. But the
       | problem is often people misuse this metric to predict a binary
       | conclusion of whether they can acquire a skill or not instead of
       | just considering it as one variable involved in the learning
       | curve.
        
       | godber wrote:
       | This article makes me think of the skill tree or roadmap posts
       | we've seen here on HN or Reddit over the years. For example
       | https://roadmap.sh/frontend ...
       | 
       | I feel like we could do a better job of providing ourselves
       | fundamental tools like this in helping ourselves and others
       | learn. Not just in tech, but in life overall. The "dev" tree
       | above is embedded in the life skill tree that should start in
       | elementary school.
       | 
       | Haha, even the life skill tree has "fictional" branches that
       | intercept the game world skill tree ... you really do have to
       | learn all of the dependencies necessary to case 5th level
       | fireballs ... there are real rules to be learned in the games
       | their usefulness is just siloed into the fictional realm.
       | 
       | Edit: I forgot to point out that roadmap is open source here:
       | https://github.com/kamranahmedse/developer-roadmap
        
       | dev1ycan wrote:
       | Yeah but good luck going through the entirety of khan academy as
       | an adult, it's not impossible but it's also a task as hard as
       | learning a new (or multiple) languages...
       | 
       | If you can dol it though and complete everything up to precalc
       | you can most definitely do well in university.
        
       | jkmcf wrote:
       | This was my takeaway from college. In HS, you don't have a lot of
       | prerequisites, excepting the "II" level classes. I quickly found
       | out how unstable my math and physics foundations were. Luckily,
       | few realize that Bs are closer to failing than they are to
       | mastery.
       | 
       | Even the college gut courses have hidden dependencies. I still
       | feel for the business majors in my entry level stats class when
       | the prof, bragging about learning calculus at 10, required
       | calculus proofs for all the things.
       | 
       | Much like Civilization and Diablo games, and @godber's comment,
       | those tech trees should be required for all course syllabuses.
        
       | bonoboTP wrote:
       | People often, but not always, lack the prerequisites because they
       | weren't able to learn them when it was taught in school. And that
       | was because they lacked the pre-pre-requisites because they in
       | turn didn't pick _those_ up when that was the material being
       | taught.
       | 
       | In math, things build upon previous things to much greater degree
       | than in other subjects. If you get off track once, it's hard to
       | catch up.
       | 
       | But if you lack prerequisites because it was never taught in high
       | svhool etc, that's a failure of the curriculum.
        
       | fargle wrote:
       | not untrue, but only part of the story.
       | 
       | certainly your math skill level neither makes you "smart" or
       | "dumb" (which really aren't opposites, either).
       | 
       | prerequisites are (ahem) _required_. not having them does imply
       | having a bad time.
       | 
       | what's missing is that different people's brains work differently
       | and people have different talents.
       | 
       | if you learn differently, that can factor into that lack of
       | prerequisite knowledge - perhaps the way it was taught didn't
       | work for you.
       | 
       | but some people's brains just don't like math. other's are gifted
       | at it. you can have all the prerequisite knowledge needed, be the
       | best most diligent student, be wildly intelligent in general, and
       | still not just "get" math.
       | 
       | so this article was about someone who actually did have a decent
       | proclivity to math, but was robbed of it because of some missing
       | foundation. and then said "ah ha!" there's the problem! but that
       | doesn't mean that's the case for everyone else - far from it.
       | 
       | it smacks of the "affirming the consequent" fallacy:
       | ("dumb" => !math) !=> (!math => "dumb")         (!prereq =>
       | !math) !=> (prereq => math)
        
         | j2kun wrote:
         | > some people's brains just don't like math
         | 
         | Sounds like perverse socialization to me. What actually
         | justifies this claim? Do some people's brains "just not like
         | reading?" Do some people's brains "just not like music?"
         | There's nothing special about math here.
        
           | fargle wrote:
           | > Do some people's brains "just not like reading?
           | 
           | yes, certainly. pretty common - outside of a disability, we
           | can all learn to read, but it's hard and not enjoyable for
           | many.
           | 
           | > Do some people's brains "just not like music?
           | 
           | yes. (when i say "like" btw. i meant roughly "natural
           | ability", not "enjoy") of course most people love to listen
           | to music, but many people do not have much of a musical
           | ability - and you can't work, learn, or practice your way
           | into it beyond a certain point, either.
           | 
           | > There's nothing special about math here
           | 
           | yes.
           | 
           | some people are terrible at dealing with socialization and
           | others are brilliant. we are _NOT_ all wired the same way. we
           | all have different abilities. what justifies that claim is
           | several billion examples.
        
       | gradus_ad wrote:
       | This is where LLM's have been the most helpful for me. When I am
       | engaging with an entirely new subject and have a bunch of
       | questions I need to pepper someone with, I can ask as many
       | clarifying follow ups as I need without getting self conscious or
       | worry about annoying whoever I'm speaking with. The LLM is
       | infinitely patient and able to easily handle beginner level
       | prereq questions.
        
         | gmd63 wrote:
         | This is the best blessing the internet has given to worldwide
         | curiosity and intelligence. The ability to ask "why" ad
         | infinitum, without pissing off parents or taking up the entire
         | class's time.
        
       | ndarray wrote:
       | > This belief shadowed me for years, a constant reminder that
       | while believe I am smart... I'm not THAT smart.
       | 
       | Sentence missing an I
       | 
       | > It's like trying to defeat a Elden Ring boss... at level 1.
       | 
       | an
       | 
       | > In fact, I'm still pretty dumb.
       | 
       | Contradicts the first sentence I'm quoting.
        
       | solidsnack9000 wrote:
       | I suspect this highlights are more serious issue which is that
       | most of our training methods are not adaptive. They work well
       | only if the students arrives at the right phase in their
       | understanding and otherwise make poor use of everyone's time. Yet
       | assuming the student has something to learn, and the teacher
       | knows about it, this does not have to be the case.
       | 
       | One discussion of training I found eye opening was Pat McNamara's
       | thoughts on what I believe he said was called "skills-based
       | training" versus "performance-based training". With skills-based
       | training, instructor start out the training session with the idea
       | in mind to cover certain skills. A lesson is successful if it
       | covers the skills the instructor wanted to cover. Performance-
       | based training is geared towards improving the students'
       | performance, so skills are introduced based on the students'
       | actual level of ability and the relevance of training in a
       | particular skill for improving their performance.
       | 
       | One motivation for adopting performance-based training is the
       | lack of success of skills-based training in many contexts. Why is
       | skills-based training sometimes unsuccessful? One reason is that
       | the skills may be too hard -- the instructor chooses the skills
       | with imperfect information on the students' level, and they
       | choose the wrong skills. The students receive the training but
       | their abilities do not actually improve; they don't know what's
       | going on. Another reason can be that the skills are too easy --
       | the students receive the training and actually meet all the
       | standards, but it doesn't actually help them get better.
       | 
       | Pat McNamara discusses these concepts in the context of being a
       | shooting instructor for police departments and military units. It
       | seems that one often doesn't know what these units know before
       | one shows up, and the officers and soldiers in any one unit can
       | be quite different individually, so the instructor has frequent
       | occasion to think about the relationship between what they
       | planned to teach and what they actually did when prompted by the
       | students' questions and challenges.
        
       | toshaga wrote:
       | Reminded me of the Feynman's technique. I relate completely. One
       | of my biggest challenges in returning to university after several
       | years of work was exactly having lost the grasp of prerequisite
       | knowledge. Unfortunately, from experience, more often than not
       | lecturers just play the "you should know this from previous
       | courses/high school" card and you are pretty much left alone in
       | your struggles. Gets even worse if an exam problem relies on some
       | borderline trick that wasn't practiced throughout the course. You
       | could probably tell I haven't let go of some grudges.
        
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