[HN Gopher] How to Understand Things
       ___________________________________________________________________
        
       How to Understand Things
        
       Author : ingve
       Score  : 320 points
       Date   : 2020-07-11 14:58 UTC (8 hours ago)
        
 (HTM) web link (nabeelqu.co)
 (TXT) w3m dump (nabeelqu.co)
        
       | RedShift1 wrote:
       | Heh I get this a lot in my daily sysadmin/developer duties. When
       | you need to turn on a knob somewhere you don't just wanna know
       | that you have to turn it on, you want to know why you need to
       | turn it on and follow the chain up until you get to facts you
       | already know. But it's not always possible to get that far,
       | there's too many layers of abstraction, the source code is not
       | available or you just don't have the time.
        
         | capdeck wrote:
         | I can draw a parallel to this in software development. Some
         | product features that require development "from scratch", where
         | you can get down to the original code and logic - this is where
         | "taking time to think" really pays off.
         | 
         | But when you are basically composing a final product from
         | components, libraries and features - this is where figuring
         | something out may take really long time and a lot of effort. It
         | today's world many libraries are open source, so you actually
         | can get to the bottom of many issues. But the time and effort
         | cost of that is almost never acceptable.
         | 
         | My conclusion is - if you are a "slow" thinker, prefer getting
         | to the bottom and figuring stuff out - try and choose the
         | "fundamental" type of work. Where you are "done is better than
         | perfect" kinda person - you'll thrive in the upper layers of
         | development stack where shipping stuff out is of utmost
         | importance. Focus on your strengths.
        
         | kasperset wrote:
         | Agree on the aspect of time. As we have progressed, we now have
         | many levels of abstraction that it is hard to think deeply
         | about the problem. Almost a la like a code that has grown too
         | deep to understand every "bit" of it. Moreover, I think people
         | now work in teams rather than one individual thinking about the
         | system holistically.
        
           | sillysaurusx wrote:
           | It's possible. It just takes time; very few people are in a
           | position to devote that time.
           | 
           | This gives an advantage I haven't seen discussed: when you
           | put in the time, you make connections no one else thought of.
           | It happens time and again, and it's a clear pattern at this
           | point.
           | 
           | It takes months of daily study, often tedious, with no clear
           | benefit. But the benefits sometimes come. (I wrote "usually"
           | rather than "sometimes," but that's not really true. The
           | usual result is that you go to sleep more confused than you
           | started. It's not till much, much later that the connections
           | even seem relevant.)
        
             | jka wrote:
             | I like to imagine that at some point we might collectively
             | have a large enough software development population to
             | solve most significant problems comprehensively enough --
             | and fairly and equitably enough -- for most people that we
             | begin to see developers with increasing amounts of free
             | time.
             | 
             | At that point I think we could collectively really begin
             | digging into some of the huge backlog of software bugs and
             | errors that we've built up over time and make everything
             | more reliable, seamless and consistent.
             | 
             | It'd be a massive undertaking, especially to solve each
             | issue thoroughly and without causing negative externalities
             | elsewhere. But it'd also be a great puzzle-solving and
             | social challenge, not to mention an educational and useful
             | one.
        
       | pandesal wrote:
       | Jesus christ that background is distracting.
        
         | samtregar3 wrote:
         | Even worse, you can't scale the text. So if you can't read
         | small print against some kind of optical illusion you might as
         | well give up. I gave up.
        
         | abnercoimbre wrote:
         | Wasn't sure whether your comment was relevant, then I
         | remembered I closed the article a third of the way through
         | because of a deep annoyance with the background.
         | 
         | I'm all for individual expression, but here I think it
         | subtracts from the reading experience.
        
         | maximp wrote:
         | Sad to say, I had the same reaction :\
        
       | inetsee wrote:
       | One of the things I remember quite vividly from my Psychology
       | classes in college was the idea of a "satisficing" problem
       | solver. Given a (reasonably solvable) problem to solve most
       | people can come up with a satisfactory solution. The difficulty
       | comes when you ask them to come up with a new solution. Many
       | people struggle because their brains say "I already came up with
       | a solution, and it was a pretty darn good solution too."
       | 
       | The really creative people are the ones who insist that their
       | brains come up with another solution, and another one until they
       | can be confident that they've found the best solution within a
       | reasonable time investment.
        
         | cmehdy wrote:
         | To me this seemed to get easier as I encountered more
         | "languages of the mind", i.e. more ways to think about things.
         | This, is very much tied to the "nurture" part of our lives, as
         | foundational experiences are more by the very definition of
         | "experience" subjective and unique.
         | 
         | Solving a problem within mathematics in a new way can be made
         | much easier if you have grasped multiple fields (for example,
         | algebra vs. geometry). I've seen people understanding chemistry
         | well because they enjoyed cooking, and could sort of use either
         | to get to a given explanation to solve a problem. I've
         | definitely started to grasp chemistry only when I reached a
         | decent level in theoretical physics.
         | 
         | Here's my assumption: everything has a likelihood of depending
         | to some degree on other things (examples: can you do
         | mathematics without a language or writing? can you do physics
         | without mathematics?). Therefore, "thinking laterally" could
         | very well be thought of more as "thinking with an interesting
         | combination of previous vectors of thought". Perhaps the
         | "genius" is to create nonlinear combinations of previous
         | vectors.
         | 
         | So in short, this ability to come up with another solution, and
         | another, and another.. I wonder how much it is tied to the
         | richness of experiences you've had since your birth, and
         | particularly the foundational ones (at the very least I would
         | assume to be more testable than later on, if my hypothesis
         | about dependency of "thought vectors" is true).
        
       | getpost wrote:
       | Not stopping after the first right answer is one metacognitive
       | strategy[1] among many. Metacognition is an area of active
       | research.
       | 
       | I first heard of metacognition as a distinct discipline in
       | connection with the treatment of insecure attachment.[2]
       | 
       | Metarationality[3] is an aspect or extension of metacognition.
       | 
       | [1] https://helpfulprofessor.com/metacognitive-strategies/
       | 
       | [2] https://www.psychologytoday.com/us/blog/the-resilient-
       | brain/...
       | 
       | [3] https://meaningness.com/eggplant/introduction
        
       | kevsim wrote:
       | As an engineering manager, I love having a mix of people who just
       | always need to go deep on whatever they're working on and others
       | who are just obsessed with shipping and getting stuff out.
       | Particularly great when you pair them off and they push/pull each
       | other a bit.
        
         | jonwalch wrote:
         | Totally agree with this. I used to be solely in the latter camp
         | and my teammates pulled me in the deep direction.
        
       | RichardChu wrote:
       | I worry that the way modern society is structured disincentivizes
       | deep understanding.
       | 
       | 1. Industry cares more about concrete results, quick execution,
       | and bias for action.
       | 
       | 2. Academia cares more about positive results, quantity of
       | published papers, and small achievable experiments over big
       | experiments that might fail.
       | 
       | Where are the institutions that care about deep understanding?
        
         | catwind7 wrote:
         | i agree. I think this is why I find companies like tesla and
         | spacex exciting. They seem to have set up incentive structures
         | that encourage _both_ quick execution and innovation (which
         | requires deep understanding). One thing he's said that really
         | struck me is that it's _really_ difficult to produce innovation
         | if you tie punishment to failure. People tend to be
         | conservative if they are punished / think they will be punished
         | harshly for trying and failing. But if you want to innovate,
         | failure has to be an acceptable outcome
         | 
         | hopefully we see more companies go in this direction
        
           | jmchuster wrote:
           | well that's where the whole mantra of "move fast and break
           | things" comes from.
           | 
           | Putting it out there and failing also accelerates you faster
           | to the right answers. If you release it today, it'll take 6
           | more months of iteration to really get it right. Or maybe you
           | spend an extra 2 years of development to get it "right", but
           | then once you release, you'll still have to spend 3 more
           | months of iteration anyways to get it right.
        
             | catwind7 wrote:
             | yeah, this hits home for me because my team just spent a
             | couple of years trying to get a product right and now it's
             | on the verge of being replaced
        
         | LoathsLights wrote:
         | Unfortunately deep understanding doesn't put food on the table,
         | concrete actions do.
        
       | sharkjacobs wrote:
       | > Understanding something really deeply is connected to our
       | physical intuition
       | 
       | This rings true to me.
       | 
       | I think that I "understand" how to start a fire, which I do a
       | couple dozen times a year, in a deeper more complete way than I
       | understand any of the abstract software development that I spend
       | 30 hours a week doing.
        
       | sidpatil wrote:
       | I can't scale the text on that page. I tried in both Firefox and
       | Edge.
        
       | afarrell wrote:
       | > This quality of "not stopping at an unsatisfactory answer"
       | deserves some examination.
       | 
       | > This requires a lot of intrinsic motivation, because it's so
       | hard; so most people simply don't do it.
       | 
       | It also requires self-confidence, persuasiveness, and social
       | power.
       | 
       | Without these traits, your attempts to really understand
       | something will be dismissed as "overthinking things" or "trying
       | to understand the universe". Those around you will urge you to
       | "stop thinking just do the task" or "do the obvious thing" as
       | they lose patience with you. If you don't resist them you'll end
       | up moving forward despite feeling confused, sometimes completely.
       | You'll then end up pissing people off when you execute too slowly
       | or fail (in their eyes, intentionally).
       | 
       | > This is a habit. It's easy to pick up.
       | 
       | Not if the people around you are exhausted by you.
        
         | BeetleB wrote:
         | There are both extremes, and best not to be at either one of
         | them.
         | 
         | Example: I forget the name of the principle, but in mathematics
         | the statement "P implies Q" is considered true if P can never
         | be true. As an example, let P be "George Washington was a
         | woman" and Q be "Queen Elizabeth is a man". Then the statement
         | "If GW was a woman, then QE is a man" is considered to be a
         | true statement.
         | 
         | I have a friend who refuses to accept that such a statement
         | should be considered "true". And he has put off studying real
         | analysis until he can learn enough logic theory to convince
         | himself on the validity of accepting such statements as true. I
         | do not think he'll ever get to study real analysis, because he
         | is full of "No! I need to understand this really really well
         | before proceeding!" statements.
         | 
         | It's a fine approach if you have an infinite amount of time.
         | 
         | The other issue, as another commenter pointed out: It's very
         | difficult to measure progress in thought. The mind is great at
         | fooling itself, and not until you try to solve real problems
         | (or discuss them with others) will you expose most of the gaps
         | in your mind. The same person in the above anecdote does suffer
         | from this. He definitely puts in effort to learn a lot (and has
         | succeeded), but there are always more things to learn, and he
         | moves on to the next topic before really applying what he has
         | learned. As someone who talks to him often, it's really hard to
         | tell if he understands. He is the classic case of "I'm sure I
         | can solve problems when I need to, with a bit of review".
         | 
         | At the other extreme, of course, are people who are not really
         | that motivated to understand. They are satisfied if they get
         | the answer at the back of the book. You won't get far with just
         | that.
         | 
         | > If you don't resist them you'll end up moving forward despite
         | feeling confused, sometimes completely. You'll then end up
         | pissing people off when you execute too slowly or fail (in
         | their eyes, intentionally).
         | 
         | This sounds more like an issue at work, and your experience is
         | fairly universal - most jobs I've worked at have it. In my
         | experience, understanding things well is sadly not valued on
         | the job. They want you to "execute", and want you to minimize
         | the time you spend learning. And of course, they would rather
         | hire someone else instead of ensuring your proper
         | learning/training.
        
         | ssivark wrote:
         | It's worth mentioning that this desire to think through things
         | deeply often runs contrary to a bias for action, and it's very
         | difficult to measure progress in thought. There is a long phase
         | of thinking very hard, and a short phase where things suddenly
         | become clear. So, thinking through and understanding things
         | deeply is often discouraged as a consequence.
        
           | philjr wrote:
           | The key is to decouple the two.
           | 
           | When you are required to act, act and act decisively. If you
           | are clear that the understanding could be deeper (and it
           | usually can), you trigger a work effort to understand more.
           | So the next time you need to make a decision you're more
           | informed.
        
         | TrackerFF wrote:
         | I want to add - habits like that are great to pick up, and fine
         | tune, when you're in college.
         | 
         | More so if you're a college student that can focus 100% on your
         | academic life/studies, unburdened by things like work.
         | 
         | EVEN more so if you have great mentors, professors, etc. that
         | can guide you to the right place.
         | 
         | I'm not saying that one CAN NOT do the things above, if you're
         | a busy student with work on the side, and very limited
         | resources as far as mentors or professors go...but I do think
         | that those lucky enough to find themselves in the right
         | positions, are more likely to mature - and quicker.
         | 
         | (And it was no surprise to see that the author is a PPE grad
         | from Oxford)
        
         | matt_kantor wrote:
         | Your points about social context are great ones and 100% valid,
         | but I want to make a case for "stop thinking just do the task":
         | 
         | ---
         | 
         | Often, trying (and potentially failing) to do a task is the
         | best way to learn about it. The key is to be very explicit
         | about what parts of that task you actually understand and which
         | ones you're pulling out of your ass.
         | 
         | This is especially true when creating software. It's super rare
         | to have requirements that are concrete and detailed enough to
         | form a comprehensive understanding of the final design before
         | you start developing it. Instead there are usually parts that
         | have clarity and others that are fuzzy. If you can enumerate
         | those and keep them separate you can often leverage the parts
         | you understand to make progress on those you do not. Writing
         | placeholder/obviously-terrible code to stand in for the unknown
         | parts just so that you can spin up a running system is a great
         | way to do that. Along the way you'll see what patterns emerge,
         | where you hit walls, etc, which is not always easy to imagine
         | with raw abstract thought. And having "working" software that
         | you can play with is a great way to find edge cases and
         | otherwise make progress on those unknowns. Once you've gained a
         | more complete understanding you can replace the placeholder
         | junk with well-designed/actually-thought-out modules.
         | 
         | (Another obvious reason to do this is if your company will
         | literally go out of business if you wait until you have a
         | perfect understanding to launch a product/service, but I think
         | most people here get that.)
         | 
         | I'm not sure how much this generalizes, but it also works well
         | for me when writing. I usually start with a vague understanding
         | of an idea I hope to communicate, then jot down disjointed
         | sentences to capture parts of it. As I do so it gradually
         | becomes clear how things are connected, where my reasoning is
         | muddy, what I thought I knew but can't express so probably
         | don't, etc, and I can use this gained understanding to
         | iteratively rewrite and reshape my message until it becomes
         | something coherent. Sometimes, anyway; other times I don't end
         | up sending/publishing it at all because along the way I learned
         | that the thing I was hoping to communicate was based on a
         | faulty assumption or is not as straightforward as I thought it
         | was. Which is great, because either way I've learned something.
         | 
         | ---
         | 
         | I guess I'd say it differently: " _keep_ thinking _and_ do the
         | task ".
        
       | dorkwood wrote:
       | > But it's not just energy. You have to be able to motivate
       | yourself to spend large quantities of energy on a problem, which
       | means on some level that not understanding something -- or having
       | a bug in your thinking -- bothers you a lot. You have the drive,
       | the will to know.
       | 
       | This resonates with me. Someone once asked me how I decide when
       | I'm finished with a particular thing I'm working on. The answer
       | is as simple as "when I stop thinking about it". When it stops
       | bubbling up in my thoughts. Until then, I'll keep returning, and
       | I'll keep chipping away.
        
       | typon wrote:
       | Unironically writing about "honesty, integrity, and bravery"
       | while working at Palantir
        
       | djohnston wrote:
       | Excellent read. So much of this resonates deeply with me based on
       | uni experiences. I studied math and was guilty on more than one
       | occasion of basically memorizing some theorems and methods of
       | manipulation, missing the forest for the trees so to speak.
        
       | skybrian wrote:
       | This takes a habit that's sometimes good for some people and some
       | subjects, and turns it into a universal recommendation, and then
       | claims that's what intelligence is, which is really quite
       | dubious.
       | 
       | To work on math, you need time, a peaceful place to think, and
       | motivation. Even then, you can't do this for everything, because
       | there is too much. Obsessing on something that's not urgent when
       | there's more important stuff to do may not be good time
       | management, depending on your priorities and other claims on your
       | time. But you might do it anyway, depending on your interests.
       | 
       | Also, learning some other subject well may be less about thinking
       | by yourself and more about going out and talking to people, or
       | playing a lot of games, or challenging yourself in some other
       | way. All that takes time too.
       | 
       | But there is a lesson here: knowing something in more than one
       | way means you know it better. I see this especially in music,
       | where there are multiple ways to memorize a piece and they
       | reinforce each other. Auditory memory (being able to hear it in
       | your head), muscle memory, knowing the chords, knowing the
       | lyrics, even remembering where it is on the page can all help.
        
       | bredren wrote:
       | This reminds me of a discussion in the most recent episode of
       | Django Chat with Aymeric Augustin on the difference between
       | tutorials and reference documentation.
        
       | pstuart wrote:
       | Interesting. tl;dr -- we learn by experiencing things, not by
       | being told things.
        
         | cloudier wrote:
         | I think this is the transmissionism versus constructivist view
         | on teaching.[0] This is something that is well-known in
         | education and I wish more people knew about it! Lay people
         | commonly think of education as transmission of ideas from
         | teachers to learners, but educators believe that learners
         | construct their own understanding of ideas. So these educators
         | try to create situations where the learners can do that
         | construction.
         | 
         | [0]: http://nas-
         | sites.org/responsiblescience/files/2016/05/Dirks-...
        
       | cosmodisk wrote:
       | I catch myself doing this quite often: I read documentation, try
       | a couple of things,if it works,I move on. Now this is all good
       | when dealing with simple things but the more complex things are
       | the less it works. It's like reading learn python in 10 days and
       | then going on GitHub with all that newly gained knowledge and
       | confidence and trying to understand how a large codebase works.
       | Within about 30 seconds you close the browser and binary tears
       | start dripping on your keyboard...
        
       | refrigerator wrote:
       | Great post. Personal anecdote:
       | 
       | I don't think I really understood anything in school, but I was
       | decent at going through the motions of carrying out certain
       | methods and recalling certain facts when I needed to.
       | 
       | I went on to study Maths at university, and for most of my first
       | year, I had the same surface level "methods + facts" knowledge
       | that got me through school. After some studying, I could recite
       | definitions and theorems, I'd memorised some proofs, and I could
       | occasionally manipulate a problem to get an answer. I think about
       | half of the cohort was in a similar position. But it was clear
       | that there were others in a completely different league.
       | 
       | When we were studying for our first year exams, I was struggling
       | to remember the proof of a specific theorem (it felt quite long).
       | A friend was trying to help me learn it, and he asked me what
       | "picture" I had in my head for the theorem. I didn't have any
       | pictures in my head for anything.
       | 
       | It turned out that a simple drawing could capture the entire
       | statement of the theorem, and from that drawing, the proof was
       | trivial to derive. It was long-ish to write out in words, sure,
       | but the underlying concept was really simple. This blew my mind
       | -- I realised I didn't have a clue what we'd been studying the
       | whole year.
       | 
       | The worrying thing is that I actually thought I understood that
       | stuff. Before that incident, I didn't know what it feels like to
       | actually understand something, and I didn't have an appreciation
       | for the layers of depth even within that. I suspect lots of
       | people go through the entire education system like this.
        
         | ReactiveJelly wrote:
         | And if you got good grades, then the system wasn't testing
         | whether you understood it - Bad news.
         | 
         | But it's good news that you were able to understand once he
         | drew the picture for you. So there is an effective way to teach
         | that theorem - If only the professor knew it.
        
         | nqureshi wrote:
         | OP here -- that is a fantastic anecdote!
         | 
         | Do you have an example of a "drawing" of a theorem, in this
         | context? (I've seen these for fairly trivial theorems but not
         | for more complex ones, so I'm curious.)
        
           | refrigerator wrote:
           | Ahh I did a bit of googling but couldn't find anything nice
           | -- sorry! Most of the time, the complex stuff is broken down
           | into smaller "lemmas" with their own manageable proofs, and
           | then the proof of the whole theorem will be something like
           | "Follows from Lemma 2.1, Lemma 2.2, and a basic application
           | of Theorem 1.4"
           | 
           | This is the theorem I was talking about:
           | https://i.imgur.com/1xEH51Z.png (taken from
           | https://taimur.me/posts/thinking-at-the-right-level-of-
           | abstr... which touches on a similar topic to your post)
        
           | Chris_Newton wrote:
           | As someone who very much relates to the GP's anecdote, I
           | might suggest determinants as a good example.
           | 
           | As an undergraduate studying maths, I encountered a standard
           | theorem in one of my first courses, which says that about 947
           | different conditions are equivalent to a matrix having a
           | determinant of zero. I dutifully memorised these. I also
           | dutifully memorised the algorithm for how to calculate a
           | determinant. I might even have remembered some verbatim
           | proofs of some of the equivalences.
           | 
           | However, I developed absolutely no intuition about what a
           | determinant _is_. I had book knowledge, but no insight. It
           | was a long time ago now, but I'm fairly sure that when I
           | graduated I still did not truly understand even this very
           | basic (by undergraduate standards) subject. I think it was
           | probably a few years later, when I came across some of the
           | same theory but in a much more practical context at work,
           | that most of the connections in that equivalence theorem
           | first "clicked".
           | 
           | Meanwhile, here is what a gifted presenter with the right
           | illustrations can do in about ten minutes:
           | 
           | https://www.youtube.com/watch?v=Ip3X9LOh2dk
           | 
           | The 2,000 or so substantially identical comments below that
           | video are very telling.
           | 
           | Given the understanding you'd get with that quality of
           | presentation, the equivalences I mentioned above would have
           | been obvious and constructing the proofs from first
           | principles would have been straightforward.
        
             | ericjang wrote:
             | In the process of learning about a family of algorithms in
             | machine learning I also gained some physical intuition of
             | determinants (same diagram as 3Blue1Brown, but applied in a
             | different context of "squashing and stretching" probability
             | mass): https://blog.evjang.com/2018/01/nf1.html
        
             | refrigerator wrote:
             | This is awesome, determinants were one of the things that I
             | never really understood during my degree
        
             | nqureshi wrote:
             | Awesome example, thank you!
        
         | grugagag wrote:
         | What happened after this revelation? Did anything change? Did
         | you try to intuitively understand the problems you were working
         | on? I think this boils down to how you were taught (or self
         | taught) to approach the subject and the set of tricks you
         | learned along the way that became your toolset.
         | 
         | Did you do a lot of exercises in school? They usually help
         | build the intuitive part, the aha moment, that comes through
         | repetition.
        
           | refrigerator wrote:
           | Yup, definitely changed the game for me, and turned on my
           | 'intuition' spidey sense, of whether I actually understood a
           | concept.
           | 
           | We did do a lot of exercises in school, but they mostly just
           | tested whether you can reliably apply a method that you were
           | taught, rather than testing understanding.
        
         | dctoedt wrote:
         | > _It turned out that a simple drawing could capture the entire
         | statement of the theorem, and from that drawing, the proof was
         | trivial to derive._
         | 
         | Excellent point.
         | 
         | 1. A similar example: Feynman diagrams.
         | 
         | 2. Another: Venn diagrams.
         | 
         | 3. Longer example: On Navy nuclear-powered aircraft carriers,
         | the officer of the deck underway (OOD) must have at least a
         | basic understanding of how the engineering plant works. It's
         | second nature for nuclear-trained OODs, of course, but non-
         | nukes could sometimes have trouble. Back in the day, it turned
         | out that an effective way to help non-nukes learn what they
         | needed to know was to have them: (A) memorize a really-simple
         | block diagram of the reactor and steam system, and also (B)
         | memorize a chant, of modest length, that summarized how things
         | worked. During slow periods while standing OOD watch, I'd make
         | a non-nuke OOD trainee draw the diagram from memory; then I'd
         | quiz him with "what if ..." questions _(back then it was always
         | "him")_. If he got hung up on a question, I'd tell him, "chant
         | the chant." That usually helped him figure out the answer in
         | short order.
         | 
         | (U.S. submarines don't have that problem, AFAIK, because pretty
         | much every officer who will stand OOD watches is nuclear-
         | trained.)
        
         | johnchristopher wrote:
         | Did that realization at the eve of exams bring up a bout of
         | anxiety ? (edit: I would have freaked out)
        
           | refrigerator wrote:
           | Haha, yeah. Thankfully, the Maths exams were set up such that
           | you could always get 60% (the boundary for a "2:1" grade in
           | the UK -- an acceptable score for most people) by just
           | knowing the 'bookwork', which you could do by memorising
           | stuff without understanding it.
        
         | alicemaz wrote:
         | >I suspect lots of people go through the entire education
         | system like this.
         | 
         | +1. it took me a couple years after getting kicked out of
         | college to get my head sorted out to the point where I felt
         | like I could "think" again
         | 
         | I think one of the most harmful things about schooling is the
         | way it imposes a tracked structure on learning. it demarcates
         | knowledge into discrete subjects and sets up a linear
         | progression through them and says you need to master each step
         | on the track before moving onto the next one. this is poisonous
         | and borderline evil, and I've encountered many people who are
         | crippled for life by it. a lot of people never pursue things
         | they're really interested in and could become extremely
         | passionate about because school has convinced them they need to
         | stack up prerequisite knowledge before they're even allowed to
         | touch it
        
           | knzhou wrote:
           | > says you need to master each step on the track before
           | moving onto the next one. this is poisonous and borderline
           | evil
           | 
           | What's wrong with it? You do need to understand calculus
           | before classical mechanics, classical mechanics before
           | quantum mechanics, quantum mechanics before quantum field
           | theory, and quantum field theory before the Standard Model.
           | I've seen tons of people disregard this and the result is
           | always confused word salad. People waste years of their lives
           | this way, going in circles without ever carefully building
           | their understanding from the ground up. The order in school
           | was chosen for a reason.
        
             | pc86 wrote:
             | It didn't work for the GP. That makes it poisonous and
             | evil.
             | 
             | I've seen this sentiment _way_ too much on HN. X didn 't
             | work for me, therefore X is a scam, its perpetrators are
             | evil sociopaths, and if it worked for you you're a cog in
             | the machine, _man_.
        
             | BeetleB wrote:
             | I suspect you and GP are talking about slightly different
             | things. GP is probably more opposed to artificial
             | compartmentalizing of things. As an example:
             | 
             | > You do need to understand calculus before classical
             | mechanics
             | 
             | Yes, but how _much_ calculus? Do you need all of Calc I, II
             | and III before even attempting classical mechanics? And
             | should calculus even be treated independently of classical
             | mechanics?
             | 
             | There are various traditions when it comes to teaching
             | these subjects, and the tradition in the US involves
             | keeping a strict distinction between these things, in
             | addition to a "theory first" approach. Other people have
             | studied things in a different manner. Some of my physics
             | professors from the UK had studied most of the math they
             | knew only as needed when they would get to relevant topics
             | in physics - including differential equations, all of
             | analysis (complex or real), some of Calc III, etc.
             | 
             | Even amongst mathematicians, it was common in parts of
             | Eastern Europe to focus on a problem, and learn whatever
             | theory is needed to solve that problem. They didn't learn
             | theory and apply to problems - they took a problem, and
             | learned whatever theory is needed to solve them. I recall
             | picking up a Kolmogorov textbook on analysis and being
             | surprised by seeing this approach, along with the
             | informality with which everything is discussed.
             | 
             | And just a minor quibble:
             | 
             | > classical mechanics before quantum mechanics,
             | 
             | You don't really need to know much except the basics. I
             | think the classical mechanics we covered in our typical
             | "Engineering Physics" courses was sufficient to dive into
             | proper quantum mechanics. It's nice to have been exposed to
             | Hamiltonians in classical physics prior to taking QM, but
             | really not needed. There's a reason neither schools I
             | attended made the classical mechanics courses as prereqs to
             | QM. In fact, I would argue we should split things up a bit:
             | Have a course to teach the very basics of energy, momentum,
             | etc. Then make it a prerequisite to both classical
             | mechanics and quantum mechanics.
        
             | drorco wrote:
             | Some people like to work their way in reverse. I'd often
             | pick a really complicated subject I'm after like "stellar
             | fusion" and then work my way downwards and learn whatever I
             | need to learn in order to understand it. If I had to start
             | from differential mathematics, without knowing why I need
             | it, I'd probably give up.
        
           | Heyso wrote:
           | Our school is poisonous (can tell for France), if not evil.
           | It become crystal clear after reading Celine Alvarez. Not
           | sure if she got translated yet. In english, but older you
           | also have Alfie Kohn, but I haven't read him.
           | 
           | When reading Celine, one understand that children are natural
           | born learner, and there is no effort needed to make them
           | learn stuff. Our school model is industrial production of
           | objects. Thinking human machines. We are way more than that.
           | Sadly Pink Floyd description of the school still echo to our
           | modern school. Some peoples don't feel that way about school.
           | I don't really know why. Maybe they never imagined how better
           | it could have been, so they found it great.
        
             | GuiA wrote:
             | Check out Celestin Freinet too (also untranslated in
             | English AFAIK)
        
         | leafboi wrote:
         | The university I went to offered open book/note exams for
         | almost all courses. It literally didn't even matter how much
         | you memorized... open book tests didn't make anything easier.
         | you need to understand or fail.
         | 
         | I'm not into showing off ranking or pedigree but I do genuinely
         | believe that the higher the pedigree your school the more
         | likely the exams will be harder and require total understanding
         | and even creativity over rote memorization.
         | 
         | The reason is because memorization is trivial. Students able to
         | get into any top school will likely all easily achieve full
         | score on an ordinary tests. The professors at top schools need
         | to make these tests brutally hard in order to produce a bell
         | curve.
         | 
         | I literally had one new professor at my school actually give a
         | mid term that was what would ordinarily be called fair in any
         | other school or college... but the entire class ended up
         | getting nearly full score.
         | 
         | He realized his mistake and the final was way, way harder.
        
       | aaron695 wrote:
       | Is this consciousness?
       | 
       | IQ being the biggest life changer.
       | 
       | Consciousness is considered second and more importantly is
       | considered trainable.
        
         | [deleted]
        
       | abdullahkhalids wrote:
       | How would you create a training program to teach all of lessons?
       | 
       | I thought of creating a workshop at my uni, titled "how to ask
       | stupid questions?" Essentially, do group activities where someone
       | presents on some topic, and the goal of the audience is to ask
       | genuine "stupid questions" - questions about the fundamentals,
       | which most people are embarrassed to ask, but which play a big
       | part in understanding.
        
       | musicale wrote:
       | Interesting; for the chain rule proof he cites, it would seem at
       | first glance that if you rewrite the leibniz notation as its
       | equivalent limit notation, then the y terms cancel. It has been a
       | while since I learned differential calculus, so perhaps that is
       | why I don't immediately recall why this is wrong?
        
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