[HN Gopher] Learning Is Remembering
       ___________________________________________________________________
        
       Learning Is Remembering
        
       Author : p-christ
       Score  : 334 points
       Date   : 2022-09-26 12:55 UTC (10 hours ago)
        
 (HTM) web link (saveall.ai)
 (TXT) w3m dump (saveall.ai)
        
       | victor106 wrote:
       | saveall.ai looks really cool.
       | 
       | I wish it were a paid product that I can download my cards from.
       | 
       | I don't want to be in a position where I put in lot of effort to
       | input my cards and then you shut it down.
       | 
       | If the founder is here, do you plan to make this a paid service?
       | If so, when? and will you provide the ability to export my cards?
       | If this is not going to be a paid service do you plan to Open
       | Source it?
        
       | antman wrote:
       | Learning is a graph. Remembering many modes will create the
       | higher abstraction of learning the shape and the sometimes
       | abstract properties of the graph.
       | 
       | If you read a book you might not remember the previous pages, but
       | if you start in the middle you wont understand anything.
       | 
       | The nodes of knowledge might be forgotten, but its ok if you have
       | the graph. The nodes of knowledge that were available to you
       | initially might have been biased. Then you need to unlearn, that
       | is often harder.
        
       | buzzy_hacker wrote:
       | You can remember something without fully understanding it. There
       | is more to learning than just remembering.
        
         | p-christ wrote:
         | If you don't understand it then you don't remember the
         | information that compromises an "understanding" of the thing
        
           | okamiueru wrote:
           | The words used make the whole thing very confusing.
           | Understanding and remembering are two very different thing in
           | cognitive literature. Understanding is deeper about
           | connections, and remembering is more recollection of facts or
           | knowledge. It is fair to say that you cannot understand
           | something without having some knowledge, but you can
           | certainly know a lot of facts without having the slightest
           | understanding.
           | 
           | It also poses wildly different challenges, where the metrics
           | by which one is to judge the "degree of having attained
           | knowledge" in the broader sense of the word, depends entirely
           | on which of those aspects one value.
           | 
           | Some literature refers to this dichotomy as "instrumental" or
           | "relational" understanding. You see this very clearly in
           | math, where students can recall the facts of equations, but
           | they don't understand it.
           | 
           | It can very well be that the author of this article is aware
           | and appreciates this distinction. But, the phrase and title
           | of "learning is remembering" will certainly evoke suspicion.
           | Just because it is much easier to remember something one
           | understand, does not mean that by remembering, one
           | understands.
        
           | thrown_22 wrote:
           | In math people apply formulas they don't understand to
           | numbers that they don't understand to get answers they don't
           | understand.
           | 
           | For some reason we then give them degrees and call them
           | educated if they remember all those things they don't
           | understand in an exam.
        
         | mohamez wrote:
         | I agree with the core idea of your comment, but I think the
         | author is as far as I understood it think of learning as "fully
         | understanding", so if you didn't fully understand it then you
         | didn't learn it yet.
        
       | fwbex wrote:
       | I think the software that is promoted here is actually
       | detrimental to "remembering".
       | 
       | The core thesis here "Learning is intertwined with memory" was
       | indeed hashed out by psychologists in the 1970 (Craik and
       | Lockhart); It was precisely these two who put forth the
       | "Levels/depth of processing" idea, which emphasized the
       | importance of the encoding process. A more "meaningful" encoding
       | enhances memory.
       | 
       | The author not so secretly wants to sell us an app for spaced
       | practice. And yes, spaced practice is indeed important and has
       | been well studied in memory research. But I feel that the tool
       | that they are selling is the antithesis of good learning,
       | especially if you want to check "Quantum Mechanics" off of your
       | list. If I got it right, the main difference of their app to Anki
       | or any other flashcard program is that you do not need to spend
       | so much time drafting your questions because an AI can do it for
       | you. But this is precisely where deep encoding would come into
       | play. You need to decide how to phrase that question and write it
       | down! You need to draft that answer! The classic crib sheet
       | phenomenon.
       | 
       | Regarding computerized support for such human "deep learning" I
       | can recommend "concept mapping" tools (VUE from Tufts or ihmc
       | CmapTools). But a pen and paper is great, too.
        
         | p-christ wrote:
         | You review the AIs suggestions which itself is a form of
         | encoding (that is arguably more powerful than the encoding you
         | describe)
        
       | falcolas wrote:
       | Some other things to consider. A working memory of 7 is a median
       | number for the population. Some folks will have a greater working
       | memory (some outliers are in the 80+ range). Some folks will have
       | a smaller working memory.
       | 
       | Specifically, someone with ADHD (a topic close to my heart), the
       | size of working memory is typically around 3 items. Related, long
       | term memory is also a bit more chaotic for those with ADHD; when
       | you can only have three linked concepts at a time in working
       | memory, it's going to be encoded with fewer overall links data.
       | 
       | That all is to say, if you're building a tool to help people
       | remember things, don't just build it with the median in mind.
        
       | skadamat wrote:
       | Andy Matuschak's thinking / independent research work here is
       | very relevant:
       | 
       | - https://andymatuschak.org/
       | 
       | - https://www.patreon.com/posts/71081197
       | 
       | - Literally a related quantum computing / physics example (with
       | Michael Nielsen): https://quantum.country/
        
       | hintymad wrote:
       | Maybe "remembering in long-term memory" means understanding,
       | internalizing, and intuiting? I got the same problem as the
       | author described when taking physical chemistry and linear
       | algebra. All of sudden, there were so many concepts per page and
       | the concepts were so abstract to use that my usual M.O of getting
       | very good at derivation and proofs by manipulating equations
       | stopped working. Only then did I realize that I needed explicitly
       | focus on intuitively understanding each concept.
        
       | alexpotato wrote:
       | Given comments about using memorization for code etc, wanted to
       | share this other article about how that can be incredibly
       | effective:
       | 
       | https://senrigan.io/blog/chasing-10x-leveraging-a-poor-memor...
        
       | stakkur wrote:
       | If storing information and creating associations between bits of
       | it were 'learning', then databases would be very smart indeed.
       | 
       | No, learning is not 'storing pieces of information in long-term
       | memory and recalling them'. It's not the ability to recall
       | information. At the very least, learning is information+behavior
       | change+understanding+values and attitudes associated with the
       | information. It's much more complex than memorization and recall.
        
         | CitizenKane wrote:
         | Thanks for sharing this and I've been certainly thinking along
         | the same lines.
         | 
         | To add to this, I've known many folks that can accomplish
         | certain tasks almost automatically and creatively. If you asked
         | them to recall exactly what they did to achieve it they
         | couldn't. And this usually isn't action on concrete information
         | either but on intuition alone.
         | 
         | If humans worked primarily on memory we'd have been toast a
         | long time ago. There's too much variation in the natural world
         | to confront it solely on the basis of memory. I'd say we're
         | more experientially oriented as opposed to memory oriented
        
       | agigao wrote:
       | I wish it hadn't pointed to another silver-bullet app at the end
       | of the article.
        
         | p-christ wrote:
         | Why? I almost didn't include a link so am interested to hear
         | your answer
        
       | O__________O wrote:
       | Per the author, they're launching a service called "Save All" --
       | which is simplified version of spaced repetition; might be worth
       | explicitly stating this in the intro or footer of the linked blog
       | post.
        
         | nkingsy wrote:
         | Confused. Did the domain change? It's currently hosted on the
         | product website. Seems like pretty clear, standard content
         | marketing.
        
           | p-christ wrote:
           | thanks. and yeah the domain didn't change
        
         | mohamez wrote:
         | Yeah, the author mentioned it in a reply to a comment
         | mentioning Anki.
        
         | p-christ wrote:
         | Are you saying we should mention it for our own business
         | benefit? Or that it's bad to not state it in article for some
         | other reason?
        
           | [deleted]
        
           | O__________O wrote:
           | Largely because it explicitly narrows the context, but also
           | because launching service like that increase odds of biases
           | in my opinion.
        
             | p-christ wrote:
             | I didn't mention it in the article because the article is
             | hosted on the same domain (with a link to it at very top of
             | page) so thought it was quite obvious.
             | 
             | Also I wanted it to stand alone as an essay to see what
             | people thought. If i linked to the product within the
             | article it would turn the whole article into an advert
             | rather than an essay
        
               | O__________O wrote:
               | Okay, but you don't even mention spaced repetition until
               | the end and only in a single sentence.
               | 
               | And obviousness is relative; I did not even notice the
               | logo and base domain, read the title and scanned the text
               | for core concepts, spaced repetition again is only
               | mentioned once, even though in my opinion it's literally
               | both the topic and your solution to the issue; which was
               | not obvious until I read your comments. Think if you were
               | to ask random people who are not aware of the company,
               | what the post is about -- then define spaced repetition
               | and the reasoning behind the company's name, then ask
               | people again what the post is about -- answers would be
               | noticeably different; you could even hide the context and
               | ask if concept of "save all" was mentioned on the page
               | and what it means.
        
               | p-christ wrote:
               | Spaced repetition is not the topic. The topic is memory
               | and there are many solutions to trying to remember more,
               | spaced repetition is just one of them. There's also
               | things like elaboration, dual coding, mnemonics, memory
               | palaces etc.
        
               | O__________O wrote:
               | From the linked article:
               | 
               | >> Well, new technologies (Save All link) leveraging
               | techniques like spaced repetition mean it's much easier
               | to remember what you learn so its time to rethink that.
               | You don't have to forget what you learn anymore.
               | 
               | Might be wrong, but at the point topic is covered and a
               | single solution is presented, it becomes the topic.
        
       | p-christ wrote:
       | I wrote this and would love to know what you think about it. Am
       | particularly interested in hearing any reasons why it's wrong
        
         | aappleby wrote:
         | Copy-pasting my top-level comment:
         | 
         | I am utterly baffled that no response in this thread so far has
         | taken issue with the statement "As you probably know
         | intuitively, it won't work." For me, this _does_ work and I
         | have proven it many many times over the years by adding entire
         | categories of technical knowledge to my repertoire. And not
         | superficially, either - I get paid very well to do things
         | professionally that I taught myself by reading Wikipedia.
         | 
         | If my experience were commonplace, the "it won't work"
         | statement would be highly contentious in the comments here.
         | Since it isn't, I guess I can deduce that I must be an outlier.
        
         | synergy20 wrote:
         | assuming our brain is a CPU, the 4-working-queue-short-memory
         | is basically our L1-cache. We need L2 and hard drive for longer
         | term memory, otherwise the system can not really function well.
         | 
         | however long-term storage is just one vital factor, another one
         | is the 'deep learning' neurons that understand the content it
         | stores and more important to connect the dots among various
         | neurons.
         | 
         | we need both: understand and store. Neurons do both for us.
        
           | quarok wrote:
           | yes, we need understanding - the best way to get things into
           | memory is to make connections between neurons through
           | understanding. And this keeps it in memory for longer than if
           | you just memorise it -- and it will enable you to deploy the
           | information in new contexts.
           | 
           | My takeaway from this article is that if you only focus on
           | understanding (and so do not commit it to memory), you cannot
           | reason using this information in unfamiliar contexts later
           | on, once you've forgotten it.
           | 
           | So the best thing to do is to: 1. Make sure you understand
           | something thoroughly 2. Test yourself on it using spaced
           | repetition to ensure you keep it forever
           | 
           | For transparency: I'm one of the cofounders of Save All
           | (linked site) alongside Petros the author
        
         | sennraf wrote:
         | Creating a tool to help others learn is awesome.
         | 
         | I think what the article misses is that there is a ton of
         | knowledge we can't 'write down' and therefore memorization is
         | not enough. For example learning to solve Integrals. Yes, there
         | are some rules and tricks one can memorize which helps but I
         | would argue the only way to get good at solving integrals is to
         | interact, resp. solve them.
         | 
         | Another point are second order effects of how one learns, for
         | example curiosity and resilience. There might be a long time
         | negative effect on motivation of a topic, when there is too
         | much focus on 'memorization' (It certainly was that for me in
         | my French class;)).
         | 
         | I really enjoyed the 'bad reputation' part and agree that it is
         | sadly viewed as not important enough by many.
        
           | Qualadore wrote:
           | The spacing effect can also be applied to solving problems,
           | like "distributed practice" as opposed to "massed practice"
           | with calculus homework [0].
           | 
           | Speaking completely personally, forgetting a lot of
           | information is the easiest way to ruin my motivation to learn
           | a topic.
           | 
           | [0]
           | https://link.springer.com/article/10.1007/s10648-022-09677-2
        
         | anothernewdude wrote:
         | There's probably something to be said about batch sizes and
         | stability.
        
         | carapace wrote:
         | It's not bad, but you're limiting yourself "out the gate" so to
         | speak. If you really want to explore memory and learning you
         | must study and practice (self-)hypnosis. Most of what we think
         | we know about how the brain and mind work is wrong. E.g.
         | memory: "our working memory has a maximum capacity of roughly
         | 4" is not an absolute rule. Your brain, right now as you read
         | this, is tracking 100,000's of variables and recording a trace
         | of everything you are seeing, hearing, smelling, tasting,
         | touching, and doing. Almost all of this is done unconsciously,
         | and for good reason.
         | 
         | Anyhow, you can learn to have better "interfaces" to your
         | automatic unconscious abilities and leverage them to e.g.
         | remember instantly and durably any mathematical equation, etc.
         | 
         | - - - -
         | 
         | As an aside, the strategy you sketched out at the start of your
         | article would be workable if you have great recall, however an
         | even more better strategy would be to recapitulate the
         | discoveries of physics in roughly historical order. Your
         | understanding of quantum mechanics would be much deeper and
         | richer, and you would be following a _story_ (an epic story
         | made up of so many fascinating smaller stories, and one that is
         | still going on! Albeit things have calmed down this last
         | century or so, but no one thinks we have reached the climax
         | yet.)
         | 
         | That would be the way to do it: start with the Greeks and the
         | Alchemists and proceed to follow the trail(s) of how we as a
         | species sussed out the mysteries of the physical Universe.
        
         | GistNoesis wrote:
         | There are plenty of different way to learn, and the optimal
         | probably depend on the material to learn.
         | 
         | For example, in machine learning, there is something called
         | stochastic gradient descent, where to learn you present a
         | single random element at a time from the dataset. In the end it
         | will have learned of all concepts, by becoming more and more
         | confident in each individual concepts.
         | 
         | For example to learn QM, you pick a random QM wikipedia
         | article, and try to push through the article, even though there
         | are some things you don't understand. Then you do the same
         | thing, for a different unrelated QM article.
         | 
         | For learning tennis, you don't learn specifically forehand,
         | then learning backhand, but you alternate them at random so
         | that you have a single unified way of playing with smooth
         | transitions, instead of having to switch between different
         | "modes" of thinking.
         | 
         | Sure more memory can allow some speed-space trade-off in
         | learning ability, but using your memory too much may make you
         | miss some fluency that may have emerged. For example the old-
         | school of machine learning was using databases and K-near
         | neighbors, which used a lot of memory and was slow. But the
         | new-school of machine learning are using constant memory
         | algorithm and compressing the data in it, and it can learn to
         | generate all the pictures in the world with only 4 Gb of
         | weights.
         | 
         | Learning is imagining, once you bootstrap your imagination, its
         | bandwidth to synthesize new examples from which you can learn
         | from, is much greater than the bandwidth of looking up new data
         | material to learn from.
        
         | going_ham wrote:
         | Thank you for writing it. I have been feeling something
         | similar. The ability to truly understand requires the ability
         | to know few terms and what they mean. I thought it was only me
         | who felt it like so. Most of my friends who venture on creative
         | tasks are able to recall a lot of things because of practice
         | and without having to be distracted!
         | 
         | But does it effect the field like programming? When
         | programming, if I can remember the context, then I can easily
         | search it (research paper, books, documentation, forums etc)
         | Now, with Co-Pilot, isn't it effectively beneficial to
         | understand a topic and develop a general problem solving
         | framework for ourselves so that we can let the AI do it's
         | thing?
         | 
         | What are your opinions regarding it?
        
           | p-christ wrote:
           | Even with programming I would argue you'd be a much better
           | programmer if you can remember more. Obviously sometimes
           | you're going to have to look things up but the more you
           | remember the more problems you'll be able to solve.
           | 
           | Specifically you won't be able to solve a programming problem
           | if the answer requires you combining over 4 things you don't
           | have in your long-term memory (even if you can look them up).
           | This is the main reason why Jeff Dean is a better programmer
           | than me even though we both have access to google - he has
           | more knowledge & experience of programming in his memory than
           | me that means that even though we can both look things up he
           | is able to solve way more problems than me.
           | 
           | Co-pilot slightly changes the type of thing that's valuable
           | to remember, but it doesn't change the importance of
           | remembering things. I think, as you implied, co-pilot
           | probably makes remembering some types of syntax or
           | boilerplate less important.
        
             | going_ham wrote:
             | Ohh, that's a cool opinion!!! Thank you ^_^
        
         | vladsanchez wrote:
         | Slash-Dotted!? Site doesn't load. (shrug)
        
           | p-christ wrote:
           | how you mean? this link doesn't load for you?
           | 
           | https://saveall.ai/blog/learning-is-remembering
        
             | vladsanchez wrote:
             | Just loaded, after 20 attempts. ;)
        
               | p-christ wrote:
               | hmmm very interesting, not sure why that could be
               | happening! I can see loads of people are reading it now
               | but i would have thought our server (arranged on vercel)
               | could handle it
        
         | kardianos wrote:
         | Learning is memory, in a sense. More broadly learning the the
         | physical structure that process leaves on your brain. When you
         | truly learn, you do less remembering and more simulating. The
         | process of simulating actions (multi-step addition algorithms
         | in elementary school or wrote memorization of math-facts) is
         | the process that changes the structure of your mind that isn't
         | dependent on "memorization".
        
           | p-christ wrote:
           | that's really interesting, can you explain this bit a bit
           | more? Or let me know what to google to learn more about this?
           | 
           | "The process of simulating actions is the process that
           | changes the structure of your mind"
        
             | rileyphone wrote:
             | The mind, in this sense, is composed of mental models that
             | we use to predict how our various actions might change the
             | state of the world. A good example is driving a car [0] -
             | when first learning, we lack an intuitive grasp on how
             | turning the wheel might effect the car, but as we gain more
             | experience we can simulate just how the car will respond
             | right before we take the action, jarring us if we're wrong.
             | This process can be applied to robots as well [1].
             | 
             | 0. https://www.sciencedirect.com/science/article/pii/S18770
             | 5092...!
             | 
             | 1. https://www.creativemachineslab.com/uploads/6/9/3/4/6934
             | 0277...
        
             | kardianos wrote:
             | I would point you to two different motivating examples:
             | 
             | * Childhood development. A child who has had early
             | childhood adverse experiences mind is effected. A fMRI or
             | chemical detection can see physical differences in the
             | brain. But the brain is plastic (it can change) over time.
             | Works on this subject have been published by Dr. Dan Siegel
             | https://drdansiegel.com/books among others. The key insight
             | here is that academic learning is not significantly
             | different at a core aspect then behavioral learning.
             | 
             | * Physical sports/martial arts depend on a reaction time
             | much smaller then what is afforded by going through the
             | full frontal cortex. "muscle-memory" isn't real (it isn't
             | "memory" as you think of it). What you have in these cases
             | are "short-circuits" (this implies structural changes) that
             | are able to act before you are consciously aware of what is
             | going on. The same applies to math facts and other
             | fundamentals, you move things away from memory that needs
             | to be retrieved and into reaction. Reading C-syntax for
             | programmers or signing your name is something that has been
             | turned into structure that doesn't need "memory".
             | 
             | I think your initial premise is correct. We have limited
             | memory. How do we overcome that? We write. Writing is
             | important because with it we can overcome our natural
             | memory limitations. You cannot think about complexities
             | (well or clearly) if you cannot write.
             | 
             | The danger of writing is that you can produce something
             | that is both irrational and nearly impenetrable to the
             | casual reader. For example:
             | 
             | > Foucault's use of the concept is descriptive, that is,
             | analytical and explanatory, and at the same time normative
             | and critical: he describes the grip biopolitics have on
             | individuals through technologies of power in a way that
             | makes manifest the repression at work in these biopolitical
             | processes.
             | 
             | The above, taken directly from an "academic" published
             | journal, could be said to have meaning. Unfortunately, each
             | one of these words has an alternate meaning that is not
             | normative to English, making the entire (actual) meaning
             | opaque. "contecpt" "analytical", "explanatory",
             | "normative", "critical", "biopolitics", "individuals",
             | "technologies", "power", "manifest", "repression",
             | "processes" are all defined differently then a standard
             | English dictionary. So even if you can get past the
             | convoluted sentence structure, the intended meaning will
             | still elude you.
             | 
             | But the answer to memory limitations is _clear_ writing
             | using common definitions of words. I bring this up because
             | as you extend your memory beyond what it innately has, the
             | more likely you are to fool yourself (and others) with
             | sophistry.
        
               | p-christ wrote:
               | > Writing is important because with it we can overcome
               | our natural memory limitations.
               | 
               | Very interesting. Is the theory here that by writing
               | things out on a page we are then able to manipulate the
               | ideas in our head without the usual limits of our working
               | memory? Working memory is still limited but because all
               | the information is so nearby and within view we can
               | quickly put things in and out of our working memory so
               | its limit doesn't impede us as much?
        
       | User23 wrote:
       | This was Socrates's position too as related in Meno[1]. I don't
       | see any reference so I wonder if the author rediscovered that
       | position independently.
       | 
       | [1] https://en.m.wikipedia.org/wiki/Meno
        
         | p-christ wrote:
         | i had not seen this before, thank you very much for sharing!
        
       | rentonl wrote:
       | I've always felt there is... 1.) Things you know you know 2.)
       | Things you don't know you don't know 3.) Things you know you
       | don't know.
        
       | tianshuo wrote:
       | Calling learning remembering, is like calling a computer a hard
       | drive. Sorry, but, remembering is just one part, although
       | important part of learning. There is loads of difference between
       | remembering the words of a foreign language and fluently speaking
       | it. The process of learning is complicated, eg. good teaching is
       | not giving the final answers to learner, which should seem
       | faster, but letting the learner arrive at their answers, even
       | sometimes arriving at a wrong answer at first. And the point
       | about reducing forgetting, that's also a terrible way of
       | learning. If you want to minimize forgetting, that means you have
       | to learn in baby steps, repeat everything using some kind of
       | spaced repetition algorithm, and endure the pain of doing all
       | this for a considerate amount of time. Instead, learning the
       | content rapidly (meanwhile forgetting a lot of the content),
       | getting a whole picture, and gradually gain more understanding
       | repeating the process using different textbooks/courses, is a
       | much more faster way of learning. The brain is more used to BFS
       | (breadth-first-search) than DFS (depth-first-search), and the
       | whole process is much more stimulating. This is because new
       | knowledge needs to be encoded with connections to pre-existing
       | knowledge, and most knowledge is intertwined together, for
       | example in calculus, limits, derivatives, integrals, infinite
       | series, etc. Learning limits in isolation of the whole picture,
       | optimizing for less percentage of forgetting, often leaves
       | learners confused, why am I even learning this, and what use is
       | this for. Even though the percentage of forgetting is much higher
       | in the latter holistic BFS process, the overall content mastered
       | in the same month or week duration is higher. So forgetting is
       | actually normal and you shouldn't panic when you forget things-
       | since you will gain more understanding each time you learn and
       | re-learn the content. For the last ten years, I've been making
       | products for learning, and every day now and then, I'm still
       | learning something new about learning.
        
         | BlargMcLarg wrote:
         | >There is loads of difference between remembering the words of
         | a foreign language and fluently speaking it.
         | 
         | And alternatively put, there's a difference between learning to
         | read, and learning to speak. Yet both would boil down to
         | primarily rote memorization, as languages tend to do.
         | 
         | Language is not a good example to prove your point on.
        
         | connectsnk wrote:
         | I 100% agree. This is true in my experience as well. Is your
         | content available in English? If not, can you recommend some
         | books for derivatives/ integrals or statistics please
        
         | swantonb wrote:
         | There's an old saying in Asian cultures about learning.
         | 
         | - You do not truly understand until you "forget" what you've
         | learned.
         | 
         | I know, it's weird and opposite of what Feynman Said. But it
         | makes sense.
        
           | a1369209993 wrote:
           | A less eloquent but probably more helpful translation/phasing
           | might be:
           | 
           | You have not truely mastered something until you've forgotten
           | the step-by-step process of it (and presumably had to
           | reconstruct it by doing it and paying attention to how you do
           | so).
           | 
           | (This is also why it can be hard to teach something you're
           | very good at - often, you literally _don 't_ know (well,
           | remember) "how to do it" in a form that's actually useful to
           | them.)
        
           | mod wrote:
           | Does this mean you've internalized it?
           | 
           | I think that generally is a characteristic of something who's
           | mastered something.
           | 
           | It does make sense, but I don't think it's strictly true. You
           | can understand something without making it second nature.
        
         | weekendvampire wrote:
         | I think the point being made is that remembering is a huge if
         | not key aspect of learning anything, and people underestimate
         | the importance of memorization. Maybe that title is a bit
         | misleading, could've been "No serious learning can happen
         | without memorization" but that doesn't flow as well.
        
           | thevardanian wrote:
           | If anything the problem used to be that we overestimated the
           | importance of memorization. Maybe it's changed now, but
           | trying to free cognitive load is important. It's the same
           | reason why literary societies beat oral ones. The emphasis on
           | memorization was reduced.
        
           | puchatek wrote:
           | I think it flows pretty well, fwiw. Strikes a better balance
           | between readability and ambiguity.
        
           | p-christ wrote:
           | yes exactly
        
         | p-christ wrote:
         | > eg. good teaching is not giving the final answers to learner,
         | which should seem faster, but letting the learner arrive at
         | their answers
         | 
         | Why is that "good" teaching? ---> Its because if they arrive at
         | the answer themselves then both the answer & the process for
         | figuring it out will be more ingrained in their long-term
         | memory!
         | 
         | > Instead, learning the content rapidly (meanwhile forgetting a
         | lot of the content), getting a whole picture, and gradually
         | gain more understanding repeating the process using different
         | textbooks/courses, is a much more faster way of learning.
         | 
         | I agree to an extent. It's inefficient to try and remember
         | everything beyond a point. But spaced repetition is very
         | efficient e.g. with Save All it might only take you 5 minutes
         | to remember something for 10 years... so it is much more
         | efficient than you think to try and remember more things.
        
         | rmah wrote:
         | Your brain is neither BFS or DFS. Your brain is a biological
         | neural network. It is associative, that is, your brain follows
         | paths of relationships. The brain actually is "like calling a
         | computer a hard drive" in that memory and processing is wrapped
         | up in the same mechanism. "Thinking", "knowing" and
         | "remembering" are not separate things for a brain, they are all
         | flavors of the same thing.
         | 
         | You wrote "learning limits in isolation of the whole picture,
         | optimizing for less percentage of forgetting, often leaves
         | learners confused". The is true. The reason is because, if you
         | do it in isolation, you're not forming connections to related
         | knowledge.
         | 
         | The main split in brains is short-term memory vs long-term
         | memory. And I suspect (speculating here) that forming more
         | connections to items in long-term memory helps in moving a fact
         | from short-term memory to long-term memory.
        
         | colechristensen wrote:
         | Learning is a lot of things, fact collection is one small part.
         | 
         | Learning is mostly model building. Building a model to predict
         | future sensory inputs from past sensory inputs. Building a
         | model to predict future sensory inputs from past sensory inputs
         | and control inputs.
         | 
         | Learning is not just recording sensory inputs for future
         | recall, it is taking them and building useful abstractions with
         | them.
        
           | zackmorris wrote:
           | This is why abstraction is so important (came here to say the
           | same thing).
           | 
           | Wikipedia is factually correct but often lacks insight. It
           | puts the learner at the wrong level of abstraction, limiting
           | how much more can be learned.
           | 
           | For example, a sine wave looks complex, and has a great deal
           | of inherent complexity around stuff like transcendental
           | functions. But it's just a spiral, the side view of a radius
           | arm turning through time along the x axis with a period of 2
           | pi radians and a radius of 1.
           | 
           | But if readers don't know that, they get stuck at the
           | abstraction of trigonometry instead of the far deeper
           | relations between things like complex numbers and higher
           | dimensions.
           | 
           | That's why I think it's difficult to learn quantum mechanics
           | without a teacher. It just ends of being a bunch of matrices
           | and handwaving that makes little sense intuitively.
           | 
           | This is why the debate around higher education is silly IMHO.
           | Sure, someone can avoid college and get hands-on experience
           | in application. But they'll miss out on the theory and
           | abstraction that allows them to transcend their area of
           | expertise. That's good enough for most people, but most
           | likely won't result in true mastery. No schooling is not
           | better than schooling if one wants to do important work.
        
       | totetsu wrote:
       | I mean .. its true if you limit your definition of learning..
        
         | p-christ wrote:
         | in what way is the definition limited / what should it be?
        
           | mohamez wrote:
           | I think learning mathematics for example is not about just
           | "remembering".
        
             | v-erne wrote:
             | I was brought up with this distinction - my family always
             | put more pressure on understanding than remebering but now
             | after mamy years I start to suspect that there is really no
             | difference between those two - understanding is probably
             | just remembering proper models that are useful to solve
             | problems that You want know how to solve.
        
               | laszlokorte wrote:
               | remembering vs understanding is uncompressed vs
               | compressed storage:
               | 
               | If I tell you a sequence of numbers: 1,2,4,8,16,32,64,128
               | 
               | And you try to remember them, having never seen these
               | numbers before, you have to remember each individually
               | and it will not be so easy.
               | 
               | But if you, before trying to remember them, apply a
               | little computing power to figure out that its a sequence
               | of powers of two, starting from 2^0 going up to 2^7, then
               | you have compressed the information I gave you. You
               | understood (presumely) the source of the information and
               | you will be able to remember the numbers much easier.
               | 
               | One strategy I see people applying to unknown data they
               | want to remember is to try to establish links to already
               | known information or made up stories. For example when
               | given the sequence of numbers above but not knowing about
               | exponentials some people would try the follwing:
               | * 1: the first number is one (as on the number line)
               | * 2: the second number is two (same)       * 4: I have
               | four friends       * 8: I ate lunch with my friends
               | * 16: my sister was also there, she is 16 years old
               | * 32: the house number of the restaurant was 32       *
               | 64: we ate sushi, my dad also likes sushi, he is 64 years
               | old       * 128: one-two-eight sounds a bit like "want to
               | eat" and yeah I also like to eat
               | 
               | By doing so some people seem to achieve quit good memory
               | of an unknown topic. But from my point of view they are
               | only re-encoding the information to sort it into already
               | existing bins in their memory instead of compressing it.
               | The amount of information is not reduced but increased
               | and it seems harder to reconstruct the original
               | encoding/information. Additional without compressing the
               | numbers to their generating algorithm it is not possible
               | to use the "learned" knowledge for anything but reciting.
               | 
               | This all leads to Solomonoff's theory of inductive
               | inference.
        
           | throwie_wayward wrote:
           | IMO, such a viewpoint about "learning" is limited to learning
           | 'knowledge'; i.e. this sort of 'learning' is limited to
           | repeating (replicating) facts external.
           | 
           | I wonder, if learning is remembering, then what is
           | "understanding"??
           | 
           | from my own viewpoint, learning is about something external;
           | for example "what's the word for such and such concept?" ..in
           | english or in spanish?
           | 
           | point being that you need a corpus of consensus about what
           | the specific linguistic-culture calls the learned concept.
           | 
           | but then, what does it mean to understand?
           | 
           | I think the way towards making sense of this (answering it)
           | needs to consider learning of physical (do-able) actions.
           | Because when considering such skills as learned/understood,
           | the distinction between learn/understand seems to vanish.
           | 
           | So then maybe understanding has more to do with having
           | learned something to a proficiency level that allows one to
           | teach (show/explain) to another how to do that action?
           | 
           | finally, to throw a proverbial wrench into my own attempts to
           | make sense, what does it mean to perceive something
           | complicated, such as the meaning out of arbitrary alphabetic
           | glyphs? how is the meaning out of a text understood? what did
           | we have to learn to be able to do it? is it just a matter of
           | knowing most of the contents of a dictionary??
        
             | thenerdhead wrote:
             | This is cognitive science in a nutshell. Most early
             | philosophers argued exactly what "wisdom" means both
             | externally and internally. Look to the Socratic
             | philosophers for simplified explanations.
        
         | [deleted]
        
       | ouid wrote:
       | no it isnt, come on. if learning were just remembering then the
       | existence of wikipedia would mean that you already know quantum
       | mechanics, but of course that contradicts the premise. There is
       | something more you have to do other than literally be able access
       | the information. at the very least an installation step is
       | required.
        
         | p-christ wrote:
         | not sure you read the article
        
       | dejj wrote:
       | "[...] the purpose of memory isn't to remember the past. The
       | purpose of memory is to, at least in part, so that you don't
       | repeat the same errors that your repeated in the past [..]"
       | 
       | - Jordan B. Peterson
       | 
       | I like to think that Spaced Repetition learning pre-empts these
       | errors, so we are apt to recall when we productively need that
       | memory.
       | 
       | [1] https://m.youtube.com/watch?v=yJ6_cV_RtQU
        
         | [deleted]
        
         | stuckinhell wrote:
         | Whoa. That quote is kind of amazing. My brother committed
         | suicide, and sometimes memories of the past really haunt me.
         | That quote is actually really comforting.
        
       | quantum_state wrote:
       | Remembering is required for initial stage of learning. The whole
       | point of learning is to understand things to remove remembering
       | from the scene and be able to pull the knowledge from thin air.
       | Therefore the title of the entry is misleading, very much so :-).
        
         | p-christ wrote:
         | Please explain how you can understand something without
         | remembering the information that the understanding is made up
         | out of?
        
           | anon2020dot00 wrote:
           | Spaced repetition is already a well-understood and well-
           | accepted idea. Why feel need to debate about it?
           | 
           | The more important thing is the product which is SaveAI which
           | is using AI to make the spaced repetition process much more
           | efficient and effective. I never got into Anki because it
           | seemed to me to be a tedious process to create decks but this
           | new approach with using AI is much more attractive.
           | 
           | But I guess people like to argue/exchange ideas and this post
           | is getting much more traction compared to the Show HN.
        
       | thenerdhead wrote:
       | It's not wrong, it just doesn't cover much breadth of learning
       | nor how humans learn over time. Also it doesn't consider
       | different learning styles. It's seeing learning as just chunks of
       | conceptual information where that is reducing the problem too
       | far.
       | 
       | It's not just some simple "move from short term memory -> long
       | term memory" to make more room. If it was, we would all optimize
       | for that outcome. People would have written books about learning
       | that glorified this concept. Teachers would be teaching it in
       | schools to have students score better on tests.
       | 
       | Learning is much more a lifelong mindset akin to the famous
       | Socrates quote of "I know that I know nothing". Or even the idea
       | that we change through the books we read / things we learn, but
       | don't remember much of what we did.
       | 
       | So I don't agree it is all about remembering because like GI Joe
       | said, knowing is half the battle.
        
         | p-christ wrote:
         | Learning styles are basically a myth actually. It's been shown
         | we all learn in roughly the same way. Check out some of the
         | research mentioned here
         | 
         | https://www.techlearning.com/news/busting-the-myth-of-learni...
         | 
         | > People would have written books about learning that glorified
         | this concept.
         | 
         | There are lots of books on it actually. Make It Stick is my
         | favourite book on this, you should try it!
        
           | thenerdhead wrote:
           | > Learning styles are basically a myth actually.
           | 
           | You have a preference of how you learn, no? It's not a myth
           | if there's perennial truth to it.
           | 
           | > There are lots of books on it actually. Make It Stick is my
           | favourite book on this, you should try it!
           | 
           | I've read many titles including this one. Not everything is
           | going to be "learned" with spaced repetition, interweaving,
           | retrieval, and varied practice. These are great modern
           | methods to learn effectively for the short-term, but are not
           | by any means concepts you're going continue practicing past
           | your formal education. (i.e. Anki flashcards for everything
           | you want to learn)
        
             | p-christ wrote:
             | > You have a preference of how you learn, no? It's not a
             | myth if there's perennial truth to it.
             | 
             | I might have an emotional preference but there's no good
             | evidence that different people learn better in very
             | different ways
        
               | cocacola1 wrote:
               | Perhaps, but if you have a preference for one way of
               | learning as opposed to another, you're probably more
               | likely to stick with that preference and learn through
               | keeping up the habit of learning via that preference. If
               | it's a method you don't enjoy, you'll probably just drop
               | that topic and not learn it - not necessarily because the
               | topic itself was the issue, but how you went about
               | learning it.
        
       | someweirdperson wrote:
       | A long time ago a professor described learning as "getting used
       | to".
       | 
       | Funny coincidence to the article, it was at the beginning of a
       | lecture about quantum mechanics.
        
       | mhb wrote:
       | It may also be interesting to consider this in the context of
       | learning physical skills. When you're learning something new,
       | there are a lot of things that you are doing wrong. A not-so-good
       | coach will see them and start telling you things that you need to
       | change. But you can't remember all these things. A good coach
       | will find one key thing which you can keep in mind to work on.
       | 
       | The Inner Game of Tennis frames this as a difference between the
       | two selves. Maybe that could be considered through the lens of
       | decreasing the number of things you need to remember in order to
       | improve.
        
         | mohamez wrote:
         | > Maybe that could be considered through the lens of decreasing
         | the number of things you need to remember in order to improve.
         | 
         | This! learning materials who master this way of information
         | giving based on their importance is key to effective learning,
         | and I think a lot of them don't give importance to it.
        
         | cratermoon wrote:
         | The best coaches I have worked with have cues they use instead
         | of, or with, the explanations. Things like "pinch your shoulder
         | blades" and "push the floor away". These give the practitioner
         | an understanding of how it should feel, physically, without the
         | need to go into details about which muscles and joints are
         | involved.
        
         | barumrho wrote:
         | I'm glad you brought up this point. I think there are analogues
         | to "muscle memory" when it comes to learning concepts, too. For
         | example, I don't remember all the techniques to compute
         | integrals explicitly, but I know that I'll be able to pick it
         | up quickly, because of my "muscle memory". I feel like this
         | falls into "remembering", but not "memorizing" when it comes to
         | definitions.
        
         | p-christ wrote:
         | yes! i think that's completely right, it takes so much energy &
         | working memory to adapt to feedback that it's really easy to
         | over-instruct people and give them too much feedback to handle.
        
       | [deleted]
        
       | Bakary wrote:
       | The good news is that memory techniques have never been as
       | accessible as they are now.
       | 
       | I am fully in agreement with the conclusions drawn in the
       | article, but the bad news is that even with those techniques it
       | can be a slog. Any Anki user will tell you that maintaining
       | dedication and avoiding burn-out is your Achilles' heel, not the
       | limits of your human ability. Understanding something for the
       | first time (in the Feynman technique sense of being able to
       | explain it well), and doing that multiple times per day, takes up
       | a lot of mental energy even if you are smart and naturally
       | talented.
       | 
       | In conjunction with using memory techniques, we need to add
       | dietary practices where we become much more selective with the
       | information we take in. Places like HN give the illusion of
       | learning (and to a great extent help broaden your mind about
       | certain topics), but the actually utility of all that random
       | knowledge butts up against the opportunity cost. There are
       | already many more worthwhile pursuits than can be fit into your
       | lifespan.
        
         | mohamez wrote:
         | All it takes then is just move from a method of remembering to
         | another more efficient and enjoyable one, I can illustrate what
         | I am trying to say using your Anki example by saying that once
         | a language learner for example reaches a certain level in the
         | language after acquiring a sized set of vocabulary, the learner
         | can move to "abundant reading" as a way to memorize words
         | through frequency as a more effective method of learning new
         | vocabulary.
         | 
         | So it's all about remembering, but what differs is how someone
         | approaches it depending on their level and understanding of the
         | topic they are trying to learn.
        
           | Bakary wrote:
           | This is definitely true. The snowball effect and the
           | networking of information helps a lot.
           | 
           | I'm trying to look at the problem with a wider lens, however.
           | For example, if learning that language is actually something
           | we want to do in opposition to all the things you could be
           | doing. In the context of public education, since this is the
           | theme the author focuses on, we don't just study certain
           | topics, we study a certain spin on some topics that is
           | determined by a range of government officials.
           | 
           | In other words, you have to deal with severely limited energy
           | and interest compared to all that is available in life so
           | cutting chaff is probably even more important than boosting
           | your ability to remember. In fact, selecting what to learn
           | _is_ life, just like a sculptor removes the parts of the
           | marble that aren 't in the end result.
        
         | p-christ wrote:
         | Completely agree on Anki requiring too much effort, its the
         | main reason why i'm making Save All (https://saveall.ai/). Save
         | all is a simpler version of anki that use AI to try and make it
         | less effortful
        
       | [deleted]
        
       | criddell wrote:
       | I have a couple of questions...
       | 
       | How do you trust your memory when (as I understand it), every
       | time you recall something your brain changes in ways that can
       | affect recall later?
       | 
       | Is there a distinction between learning and knowing? For example,
       | in my undergrad days I learned about Simpson's rule for numerical
       | integration. I jammed enough of it into my memory to pass the
       | test and quickly forgot all the details. Now, 30+ years later, I
       | needed to calculate the volume of a pretty complex space. I
       | remembered the existence of Simpson's rule but absolutely nothing
       | else about it. Looking it up on Wikipedia I was able to re-learn
       | it well enough to apply it in my job and move on to the next
       | problem.
       | 
       | If, over the past 30 years, I had been using flash cards to
       | remember the details of Simpson's Rule, I would have wasted a lot
       | of time. Re-learning it when needed also means I don't have to
       | rely on my faulty, dynamic memory. For me, it seems like there's
       | a sweet spot to remembering _enough_ to know the concept and then
       | relying on the internet to fill in the details as needed.
        
         | quarok wrote:
         | Firstly, in terms of the distinction between learning and
         | knowing -- the thing that matters most is the strength of the
         | encoding in the brain. If you just memorise something with 0
         | understanding, the connections in the brain aren't as strong --
         | so they disappear. Whereas if you know something thoroughly,
         | the connections are much, much stronger.
         | 
         | These strong connections are why when you go back and look at
         | it, you recognise it and you know how to apply it - because you
         | still have some of the residual memories from this strong
         | encoding. But in the meantime, you probably haven't been able
         | to apply it in an analogy for example.
         | 
         | Secondly - there's a classic on the topic of Spaced Repetition
         | written by Gwern.[0] Gwern calculated that, given the average
         | amount of time you spend testing yourself on something, and the
         | exponential increase in how long you remember it, if you would
         | spend more than 5 minutes per 10 years looking something up,
         | you should use spaced repetition to remember it.
         | 
         | For transparency I work with OP on Save All.
         | 
         | 0: https://www.gwern.net/Spaced-repetition
        
           | mistermann wrote:
           | > Firstly, in terms of the distinction between learning and
           | knowing -- the thing that matters most is the strength of the
           | encoding in the brain.
           | 
           | I'd vote for the ability to perform a skilful epistemic
           | analysis of the retrieved information being more useful. I
           | prefer this because it can overcome any natural immutable
           | shortcomings in the underlying process.
        
           | [deleted]
        
         | p-christ wrote:
         | > every time you recall something your brain changes in ways
         | that can affect recall later?
         | 
         | Yeah that phenomenon is called "proactive & retroactive
         | interference".
         | 
         | > For me, it seems like there's a sweet spot to remembering
         | enough to know the concept and then relying on the internet to
         | fill in the details as needed.
         | 
         | I think i agree with you to an extent. For example, there is no
         | point memorising all the digits of pie so that you can use it
         | when programming, it's much more efficient to just remember
         | what pie is at a vaguer higher level than to put the energy
         | into memorising all its digits.
         | 
         | But i would say that most people go too far the other way and
         | only remember less than the efficient amount.
        
       | madiator wrote:
       | Learning is remembering and understanding. You have to
       | progressively build layers of understanding (and be able to
       | recall it quickly).
       | 
       | This article focuses mostly on the second part, about
       | remembering.
       | 
       | You could recall things but you may not fully understand it,
       | which is going to make it harder to learn.
       | 
       | And of course, you might understand something, but eventually you
       | will forget it (either few days or few years, depending on how
       | often you use related memory). When you forget, it makes it hard
       | to learn.
        
       | saint_fiasco wrote:
       | I experienced this myself when I was a kid. I wanted to do mental
       | arithmetic like my dad but I couldn't do multiplications for
       | large numbers even after my dad explained how he did it. Turns
       | out I had to memorize the time tables first, otherwise I would
       | run out of swap space.
       | 
       | If you want to experience this yourself but you already know the
       | time tables, you could try to memorize log tables and then you
       | can do those fancy arithmetic tricks that old school engineers
       | used to do with slide rulers.
        
         | p-christ wrote:
         | yeah mental arithmetic and running out of swap space is such a
         | relevant / good example of the phenomenon, might add that into
         | the article
        
       | emarsden wrote:
       | In the 1600s, educators in Nuremberg (Germany) were proud of a
       | pedagogical technique that they had developed, called the
       | "Nuremberg funnel"
       | (https://en.wikipedia.org/wiki/Nuremberg_Funnel). In this
       | "hydraulic" model of learning, they were proud to have developed
       | an effective technique for "pouring" knowledge into the empty
       | brains of students. Centuries of research have shown that this
       | model is flawed in many ways (as many commenters here have
       | pointed out): people never have an "empty" mind and learning
       | involves effortful integration of new concepts with existing
       | knowledge; for the most important types of learning it requires
       | application, exercises and social interactions.
       | 
       | This author seems to believe in the Nuremberg funnel and the
       | hydraulic model of learning, but simply with a limited "flow
       | rate" for the brain. It's disappointing to see such as simple-
       | minded idea, which has been so profoundly debunked by huge
       | amounts of research, on the front page of HN.
        
         | p-christ wrote:
         | I'm not sure what you mean. I agree that learning often
         | requires things like applications and exercises, where did I
         | imply otherwise?
         | 
         | I'm saying the reason why applications and exercises are useful
         | are that they lead to a change in your memory. Not that they
         | aren't useful.
        
         | jldugger wrote:
         | > It's disappointing to see such as simple-minded idea, which
         | has been so profoundly debunked by huge amounts of research, on
         | the front page of HN.
         | 
         | My read is that the author actually agrees with you. The author
         | points out that all students have a starting non-empty state
         | (long term memory), and the goal of learning is to build on top
         | of that. It's just defining the space of "learnable" things as
         | distance from long term memory. This doesn't seem that
         | controversial?
         | 
         | They even call out all the things you call out as effective:
         | 
         | > Everything we know about learning efficiently is directly
         | related to memory - "good" teachers, "good" explanations,
         | images, diagrams, maths problems, essays, practical assignments
         | all are good for learning because they help move things into
         | your long-term memory.
         | 
         | I suspect the thing upsetting you is the call out to spaced
         | repetition?
        
         | joe_the_user wrote:
         | I'd offer a similar criticism. The problem with "our working
         | memory has a maximum capacity of roughly 4 [ _chunks_ of
         | information at once] " is that the units ("chunks" was
         | original) winds-up undefined and moreover it tempts one just
         | divide whatever a person seems to be able to process into four
         | things and call them units.
         | 
         | And the way I'd see your "funnel" criticism applying is that
         | each student can easily begin with a different set of mental
         | tools, some of which let them take an idea as one relatively
         | small "chunk" and some of which might process the idea as
         | several "chunks".
        
       | pfkurtz wrote:
       | Learning is as much forgetting as remembering.
       | 
       | When I study something, I go for awhile, but eventually it
       | becomes difficult, confusing, hard to see the forest for the
       | trees. Particularly with technical information and skills like
       | programming (or natural) languages.
       | 
       | When I come back a little bit later, I find that I only remember
       | the things that made sense; my confusions are forgotten, and
       | there is fresh mental space and energy to master a bit more of
       | the terrain before I need another break.
        
         | p-christ wrote:
         | Our subconcious mind often works on our problems while we
         | aren't thinking about them, i that's more what's going on here
         | than forgetting. your brain figured it out for you while you
         | were doing something else
        
           | pfkurtz wrote:
           | That's sometimes true but I think my point still stands.
           | 
           | When I'm studying a foreign language, I learn some words and
           | they stick, but I'm exposed to a bunch more that I don't
           | remember next time. I forget those meanings, but the ones
           | that stuck are now vivid and with me, brighter.
           | 
           | When I'm studying Kubernetes, I end up reading a ton of
           | information that's irrelevant to the task at hand, and lots
           | of it doesn't make that much sense because I'm new to it. The
           | next day, when I come back, the things that I actually
           | understood remain, ready to be the foundation for new
           | learning, which they couldn't have been when they were mere
           | data points in an overwhelmed brain. I don't remember the
           | parts I was confused about yesterday, just this stuff that
           | now makes sense.
        
           | pfkurtz wrote:
           | To unite our points, I might be thinking of something like:
           | the immensity of sensory and cognitive data that pass through
           | (sub)consciousness during the learning task are sifted and
           | sorted in the unconscious while not learning; one might call
           | the sifting "forgetting" and the sorting "figuring out".
        
         | agumonkey wrote:
         | I'm still staggered how potent a post effort pause can get. I
         | can spend hours and days trying to improve something and not
         | being able to see the easiest spots. I come back 4 days later
         | and everything just jumps out as obvious as day. No confusion,
         | no fatigue, lots of ideas, enthusiasm, creativity..
        
       | abrax3141 wrote:
       | Um, there's like 300(0) years of research on this, and, really,
       | it isn't anything like this simple. For "recent" science you can
       | start on volume 1 of the jep journal of learning and memory,
       | which is like 50+ years of continuous monthly publication.
        
         | p-christ wrote:
         | Yeah some simplification is required to condense 300(0) years
         | of research into a digestible article but is any of it
         | misleadingly incorrect?
        
       | thrown_22 wrote:
       | This is the worst possible example.
       | 
       | Learning basic QM is 90% complex differential equations and 10%
       | physical intuition.
       | 
       | There is a reason why you generally don't get to introductory
       | quantum mechanics until second year after (or while) you're doing
       | calculus, differential equations and linear algebra.
       | 
       | To quote a lecture I once saw: the deepest point of any state is
       | a mine shaft somewhere. You don't find that shaft by gradient
       | descent.
        
         | p-christ wrote:
         | why does that make it the worst possible example?
        
           | thrown_22 wrote:
           | Because learning quantum mechanics isn't about learning
           | quantum mechanics, it's about learning a bunch of maths to
           | learn quantum mechanics.
           | 
           | It doesn't matter how much of the wiki page you remember,
           | without understanding a few key pieces you're wasting your
           | time.
        
       | turpialito wrote:
       | Is the author Petros Christodoulou, the computer scientist cited
       | here:
       | https://scholar.google.com/citations?user=mWdm_bkAAAAJ&hl=en ?
        
         | p-christ wrote:
         | yes that's me, how comes?
        
           | Frummy wrote:
           | He's moving it from working memory to long term memory :D
        
             | p-christ wrote:
             | lol oh dear, sounds ominous
        
       | nyc111 wrote:
       | I think the Wikipedia system of learning mentioned in the article
       | would work. I call it "just in time learning". You click the
       | link, you read it, if you decide that it is useful then you learn
       | it by repeating it and understanding its relation to what you
       | already know.
        
       | necessary wrote:
       | As someone who has been using Anki for the past 4 years to learn
       | Japanese and now Chinese, I've recently found that the initial
       | "learning" step is not that hard. (i.e., given Ci Shu , I
       | remember "dictionary") What is hard is keeping the content I've
       | learned, _learned_, for more than a day.
       | 
       | So now I'm wondering, is my initial "learning" process wrong?
       | Since definitions are fairly simple and I find them easy to
       | remember at first but hard to hold onto. And my process in Anki
       | for New cards is to rep them like reviewed cards until I pass the
       | card; so really, I'm just staring at the kanji + definition until
       | I remember it.
       | 
       | This brings me to my question: is there more Anki can do when it
       | comes to learning new cards? Is there something we can do when
       | learning new information that will help make it "sticky"?
       | Especially in regards to "simple" facts, like basic kanji ->
       | definition mappings, where there are no mechanics to understand,
       | just simple mappings.
       | 
       | Edit (an addition):
       | 
       | Also, I love SRS, but I don't understand how it can be advertised
       | as completely different than rote memorization. When you learn a
       | new physical flashcard, you're learning it the same way as you
       | would be when learning a new Anki card. The only difference is
       | that Anki will show it to you again at a more efficient time in
       | the future, rather than at some regular interval.
        
         | Bakary wrote:
         | To learn a word or character, you need to be able to understand
         | it immediately and be able to form a sentence with it without
         | delay (at least not more than the occasional "uh...").
         | Remembering the meaning after some fiddling is not good enough.
         | 
         | That has to be achieved by actually practicing the language,
         | either via listening, speaking, or writing.
         | 
         | Anki is there to help after that step by keeping you refreshed
         | with the exact tones, strokes, multiple pronunciations or more
         | ambiguous CJK characters etc. but it can't be the motor behind
         | the process.
         | 
         | For spaced repetition, although it is a form of rote
         | memorization, the key insight is that memory is formed through
         | recall, not review. The system then (purportedly) hits you at
         | the very moment you are about to forget the card. It's counter-
         | intuitive but it's easier to encode things in long term memory
         | by recalling them at that point as opposed to when it's still
         | fresh in your mind.
         | 
         | This is analogous to studying in university via explaining
         | things to yourself versus just highlighting and rereading the
         | textbook. Every student knows the former is more effective.
        
           | gernb wrote:
           | A friend who is amazingly good at languages made the analogy,
           | you can't read about how to play a musical instrument and get
           | better at playing it. You actually have to play it.
           | 
           | Anki might help some, maybe reading, but speaking and
           | listening require actually speaking and actually listening.
        
             | karatinversion wrote:
             | The analogy can be taken too far; if you can recognise a
             | note by sight on sheet music, you've learnt everything
             | there is to directly memorise in paying an instrument. All
             | the rest is practice. This is not the case in language
             | learning. A language which is not closely related to one
             | you already know has tens of thousands of words, the
             | meanings of which can't be deduced from other things. There
             | is no use to doing listening practice if you do not
             | understand almost all the words being used; you will be
             | stuck looking them up one at a time in a dictionary. It is
             | also very difficult to correctly pick out words you don't
             | know in a language you are new to.
        
         | [deleted]
        
         | blackbrokkoli wrote:
         | To answer your edit:
         | 
         | I think you are understating the difference this "more
         | efficient time" makes. SRS outclasses every other approach we
         | have for long-term memorization by several zeroes.
         | 
         | Bringing your car to the shop when the "check engine" light is
         | on and bringing it into the shop after every single drive is
         | superficially the same, but only one of them makes actual
         | sense...
        
         | 3pt14159 wrote:
         | I learn a lot. The way I've learned best for me is to mimic
         | children. Especially small children.
         | 
         | They focus intently at seemingly incomprehensible complexity.
         | Then they play with the small fragments they can get their hold
         | on. "ba-ba-ba-ba" when they're learning to speak.
         | 
         | They play. They combine two (or more) different things they're
         | interested in into a single experiment which we think of more
         | as play. Mushy food? I wonder what happens when I throw it on
         | the floor? Oh look how it landed all funny! Look how mum and
         | papa reacted!
         | 
         | Grinding through cards learning languages never really did
         | anything for me. Immersion and regular (but not exhaustive!)
         | play stretched over time makes the neurons of my mind much more
         | reliable.
        
           | biofox wrote:
           | Arguably, the whole point of play is learning.
        
             | 3pt14159 wrote:
             | For some, yes. And their secondary benefit is joy.
             | 
             | For others, no. It's joy. And their secondary benefit is
             | learning.
        
             | mym1990 wrote:
             | Learning is often a byproduct of play, but the actual point
             | of play is highly subjective to whoever is doing the
             | playing. Although, in my experience, if you need to learn
             | something, making it into a game is a highly effective and
             | fun way to go about something that might otherwise be
             | pretty dull.
        
         | Olreich wrote:
         | Anki is great for higher level learning as well. Instead of
         | having just individual words, have full sentences or even
         | paragraphs. If you can read it aloud and understand it, then
         | you can mark it as learned, but if you need to use the
         | definition or explanation for any of it, mark it as unlearned.
         | Once you have a decent initial vocabulary and grammar, this is
         | far more effective at pushing things into long-term memory.
         | Most of language is contextual, so anything to increase the
         | amount of context on an individual card will help with getting
         | better holistic knowledge of the language.
        
         | echelon wrote:
         | Anki is great, but it doesn't hold a candle to full sensory
         | integration. If you moved to Japan or China and rid yourself of
         | English, you'd be forming all sorts of associations a white
         | screen with text can't replicate.
         | 
         | SRS is great for the characters -> definition pathway, but we
         | need so much more. Listening, speaking, interacting, using the
         | language to describe the world around us in conversation and
         | navigate through it.
         | 
         | Don't stop using Anki though.
        
         | p-christ wrote:
         | Yeah it needs to help you do better "encoding". This is what
         | determines how sticky information is straight after learning
         | it.
         | 
         | One way that Save All (a company i run that's like anki,
         | https://saveall.ai/) helps you with encoding is that it
         | suggests alternative ways that we can quiz you on a card you
         | just made. This helps you engage with the card a bit more as
         | you're making it which makes it more sticky.
         | 
         | Other than that a good way to also improve encoding is to link
         | new knowledge to existing knowledge. Things like Roam help you
         | do this with their backlinks
        
           | SpaceManNabs wrote:
           | I thought active and free recall were both superior to mixed
           | encoding and interleaved practice. Is there a study linking
           | more encoding to enhanced active recall? From what I
           | understand, the suggestion is to add desirable difficulty
           | (which I guess leads to better encoding, but different
           | encodings dont nefessarily add desirable difficulty).
        
             | p-christ wrote:
             | Not sure about the relative importance, but save all also
             | has active recall & interleaving. The encoding happens when
             | you first learn something & create a card, and the active
             | recall, spaced repetition & interleaving happens later when
             | you review cards.
        
         | kurthr wrote:
         | It seems like you've gone pretty far. I assume you started with
         | something like radicals (constructive strokes) and built up to
         | more complex Kanji/pictograms. I know in speaking to native
         | Mandarin speakers that they see stroke order in the characters
         | and were intrigued that I don't see that in english. Often we
         | just learn the sound/typed elements (e.g. pinyin), which I
         | guess might be like modern asian kids.
         | 
         | Have you looked at something like wanikani.com with the
         | mnemonics or some of the more historical derivations of the
         | different characters? Those might help build an internal story
         | for why those characters mean what they do. As an adult, that
         | helped me.
        
           | Bakary wrote:
           | Stroke order sounds like a burden to Westerners but it
           | actually helps with memorizing characters, and makes your
           | handwriting less awful.
        
             | [deleted]
        
         | wahnfrieden wrote:
         | The answer is yes. I'm working on it with
         | https://reader.manabi.io which aims to enrich memorization with
         | more colorful contextual anchoring. Working on a SwiftUI
         | rewrite with Anki integration currently.
        
         | corderop wrote:
         | Fluent Forever book has helped me a lot with Language learning.
         | It shows you how to learn a language mainly using flashcards,
         | apart from other things.
         | 
         | I'm recommending you some things that have completely changed
         | my experience using Anki for language learning:
         | 
         | - Don't use translations. Use images instead. For learning how
         | to say dictionary put a picture of a dictionary. It will be
         | easier to remember. Also, you usually won't find a perfect
         | translation for a word.
         | 
         | - Use cloze cards for grammar. Instead of learning the rules,
         | understand them and put four sentences with placeholders and
         | repeat them. This process will make this way of constructing
         | sentences stuck in your head.
        
           | michaelcampbell wrote:
           | clozemaster.com is a website that does exactly this (your
           | second point).
        
       | O__________O wrote:
       | Archive of page:
       | 
       | https://web.archive.org/web/20220926125538/https://saveall.a...
        
       | nathias wrote:
       | no, not at all learning means you don't have to remember because
       | you have understood it and can recreate it at will
        
       | Kalanos wrote:
       | learning is about connecting the dots, not just gathering dots.
       | e.g. based on what i know, what should i learn next?
        
       | jjslocum3 wrote:
       | The unsuccessful learning technique the author describes at the
       | beginning of the article is essentially the LIFO "stack" data
       | structure/algo: You learn until you encounter a gap in your
       | understanding, upon which you push your current material onto the
       | stack, fix the knowledge gap, then pop the parent from the stack
       | (with additional pushing/popping along the way, as needed).
       | 
       | Leaving the "working-memory-max=4" hypothesis aside (I'm sure
       | it's all true), the "stack learning" paradigm has been hugely
       | successful for me post-classroom, and (amusingly) specifically
       | with Quantum Mechanics.
       | 
       | About ten years ago, I tried to understand what QM was about, by
       | doing exactly what the article describes, starting at Wikipedia's
       | "Quantum Mechanics" page. I got the exact result described: no
       | understanding of the material.
       | 
       | However, the search eventually led me to ocw.mit.edu, where the
       | same LIFO-based stack learning was super effective. Along the
       | way, a refresher calculus course (also from OCW) got pushed onto
       | then popped from the stack, as did the course "Vibrations and
       | Waves" and the entire Walter Lewin lecture series (he has since
       | been removed from OCW, but can be found on youtube).
        
       | AtNightWeCode wrote:
       | When I was 25, I had a scary stellar memory. I never used a
       | calendar. Never missed any appointments. I could remember exactly
       | what people said in meetings several months ago. I never forgot
       | names. I still almost never forget names, but mostly my memory is
       | gone. Well, because of life.
       | 
       | My advice. Organize yourself. Use as much cognitive offloading as
       | possible. Keep a diary, a document, wiki or whatever. Use
       | calendars, reminders, alarms, Kanban boards and on. Make sure to
       | understand concepts and how things really work. Practice how to
       | spot what is important. Take your time on important things. Learn
       | the tools. Use the tools. Learn how to pick the right tools.
        
       | MoroCode wrote:
       | I agree with most of whats written here. I think there is a major
       | point you're overlooking here. There is simply just too much
       | information we're expected to know nowadays. You could argue that
       | the amount of information we have to cram into our brains in such
       | a short amount of time makes it very difficult to build good long
       | term memories. High School and university curriculum's are
       | forever expanding jamming more and more in the same period of
       | time. Even in professional settings such as being a web developer
       | or data scientist for example where new things are being invented
       | by the second that then become the standard. At some point you'll
       | need to offload long term memories to external sources. So while
       | you may forget the actual content of what you need to know, you
       | could for example remember what to google and the summary of the
       | content you expect. Essentially our long term memories is
       | transformed into pointers for external information banks. We only
       | keep whats absolutely essential to perform our functions.
        
         | quarok wrote:
         | The problem is that if you don't commit information to long-
         | term memory you can't use it reason effectively in other
         | contexts, and you have to add it back to your short-term memory
         | every time you look it up -- so outsourcing your memory to a
         | knowledge bank is limiting the complexity of the tasks you can
         | handle.
         | 
         | So there might be more information you're expected to know in
         | modern jobs -- but if you spend a bit more time consolidating
         | rather than acquiring new information, you can build the
         | foundations on which more advanced skills can rest.
         | 
         | For transparency: I work with the OP
        
           | skadamat wrote:
           | A key point here is that our brains don't work like computer
           | hard drives. Our brains are a lot closer to how, in biology,
           | a single cell stores the entire DNA "data" that's needed to
           | replicate but just using a few base pairs.
           | 
           | We likely store information more in some type of loose graph
           | structure, where we recall / "remember" something by re-
           | creating links to that piece of information. There seems to
           | be very very little "storage cost" for the billions of pieces
           | of information we keep in our brains.
        
         | mistermann wrote:
         | > There is simply just too much information we're expected to
         | know nowadays. You could argue that the amount of information
         | we have to cram into our brains in such a short amount of time
         | makes it very difficult to build good long term memories.
         | 
         | I would also argue that the time we spend memorizing "facts",
         | of questionable utility, takes away from the time that could be
         | spent on learning better methodologies for thinking.
        
       | aappleby wrote:
       | I am utterly baffled that no response in this thread so far has
       | taken issue with the statement "As you probably know intuitively,
       | it won't work."
       | 
       | For me, this _does_ work and I have proven it many many times
       | over the years by adding entire categories of technical knowledge
       | to my repertoire. And not superficially, either - I get paid very
       | well to do things professionally that I taught myself by reading
       | Wikipedia.
       | 
       | If my experience were commonplace, the "it won't work" statement
       | would be highly contentious in the comments here. Since it isn't,
       | I guess I can deduce that I must be an outlier.
        
         | 2devnull wrote:
         | Selection bias. People read "learning is memory" and choose not
         | to waste their time reading the piece. If the headline is
         | silly, usually the rest is too.
        
           | aappleby wrote:
           | Reasonable, but it's literally the first point the article
           | makes. Of the fraction of commenters that did actually read
           | the article, I still would've expected at least a few to
           | object.
        
         | p-christ wrote:
         | Maybe you already know quite a lot about physics? Or maybe you
         | have an unusually large working memory and didn't go far enough
         | down the wikipedia hole until you got lost?
         | 
         | The working memory limit explained in the article must apply to
         | you unless you have some sort of a very special form of
         | photographic memory
        
           | aappleby wrote:
           | That's the thing though, I never get "lost".
           | 
           | I've never studied quantum mechanics aside from snippets I
           | picked up through pop science articles or such, so it's not
           | like I started with a big body of knowledge already in place.
           | 
           | It's hard for me to imagine what feeling "lost" in Wikipedia
           | would be like. Maybe reading some article about a complex
           | historical battle would do it - lists of people with
           | important names would probably become a jumble without really
           | clear identifiers of who did what and why.
        
             | p-christ wrote:
             | Ok how about this more difficult experiment to prove the
             | hypothesis:
             | 
             | I'm going to send you a wikipedia page written in chinese.
             | You're going to read it once. For every chinese word you're
             | allowed to look up the meaning on google translate once as
             | you read. You're not allowed to do any other form of
             | learning besides reading.
             | 
             | Do you think in this case you'd also not get "lost"?
        
               | aappleby wrote:
               | I think I would get lost, but only due to the vocabulary
               | and translation load and the "once" restrictions - not
               | due to the content of the article itself.
               | 
               | In practice I end up reading the same wiki articles
               | dozens of times as I go up and down the link trees, with
               | each pass connecting various ambiguous ideas together.
               | 
               | If I could annotate the pages with arbitrary amounts of
               | translation notes as I read them, I could probably get
               | through the article though it would take a very long
               | time.
        
               | p-christ wrote:
               | Ok but the point stands that there is a limit to your
               | working memory. Your limit sounds a lot higher than most
               | peoples but it is still limited otherwise you'd never get
               | lost even if you could only read things once.
        
               | aappleby wrote:
               | I don't _feel_ like my working memory is particularly
               | large, but that's also a hopelessly subjective
               | assessment.
               | 
               | Maybe it's more like my working memory can hold more
               | things by aggressively discarding details until I need
               | them - same capacity, but with better lossy compression.
               | Not sure if I could measure that either, but it feels
               | closer.
        
           | [deleted]
        
         | blakesley wrote:
         | Maybe you're really good at working with uncertainty?
         | 
         | This article focuses on the number of new things overwhelming
         | our working memory, but I'd argue another big problem is the
         | difficulty of leveraging abstractions even if you don't
         | understand them.
         | 
         | In this exercise, both myself and the article get sidetracked
         | in understanding the basis of all the abstractions as well,
         | rather than just letting the abstractions be, with all of their
         | uncertainty. But if I were better at the latter, I could see
         | this approach working.
        
           | aappleby wrote:
           | I did the exercise mentioned and was happily bouncing around
           | between 3 and 6 levels deep in Wikipedia before I thought I
           | should come back to the article to see what else it said, at
           | which point I became very confused.
           | 
           | Perhaps "comfortable with knowing that I don't know things,
           | yet proceeding anyway" is a better description.
        
       | theptip wrote:
       | This is true in as far as it goes with respect to short-term /
       | working memory.
       | 
       | But I think it glosses over the most important detail; long-term
       | memory comprises many distinct sub-systems. "Remembering" is
       | typically (IME) associated with explicit/conscious long-term
       | memory processes, but I think the most important thing for
       | learning complex domains like Quantum Mechanics is implicit
       | memory, specifically procedural memory.
       | 
       | https://en.wikipedia.org/wiki/Long-term_memory#Implicit_memo...
       | 
       | In order to understand higher-level concepts like the Schrodinger
       | Equation, one must first thoroughly understand lower-level
       | concepts, starting with mathematical theories like calculus, and
       | physics models of energy. It's not possible to simply fill out an
       | Anki card for these lower-level concepts and memorize the
       | wikipedia page; one must practice performing those mathematical
       | operations until they are unconscious like riding a bike.
       | 
       | This is recursive; one can't understand higher-still domains like
       | Quantum Chromodynamics or Quantum Chemistry until one has worked
       | with the Schrodinger Equation (and other QM formulations) enough
       | that it's deeply lodged in your procedural memory.
       | 
       | This is why it takes ten years to train a physicist (and even
       | then one could argue that physicist is at the beginning of their
       | journey); one must spend undergraduate years working out a bunch
       | of problems by hand, gradually layering new concepts on top of
       | old ones. It's not like pushing a software engineer though a dev
       | boot camp, where a dev can produce something that is simple but
       | useful after a few months. There is no way of usefully
       | abstracting away the lower levels of complexity in Physics.
       | 
       | The other side of that observation is useful too; software
       | bootcamps are possible because we successfully abstracted away a
       | lot of complexity. Good abstractions (even when leaky) can be
       | immensely valuable. Imagine having to do a PhD to have enough
       | expertise to build a web application? I think this achievement is
       | perhaps under-rated, particularly in this community that takes
       | joy in peeling back the layers.
       | 
       | I suppose the other observation I'd make is, don't overuse Anki;
       | it's good for memorizing facts, but not necessarily helpful for
       | procedural memory. You still need to practice doing the thing in
       | order to master complex domains. (I'm open to the argument that
       | having facts memorized might make the procedural acquisition
       | faster, but I'm not certain that it's more effective than just
       | spending the memorization time on focused procedural learning
       | practice instead.)
        
       | fairity wrote:
       | It seems like learning how to learn and learning what matters in
       | the world (and therein how to be happy) are the two most
       | important things to learn. Yet, for some reason, our standard
       | school curriculum don't touch on either subject. Why not?
        
         | p-christ wrote:
         | i wish school taught me how to learn instead of me having to
         | wait until i was 25 and doing a free coursera course
        
           | swantonb wrote:
           | Have you seen any SaaS or consumer products that focus on
           | "how to learn?" and "digesting information" aspect?. I'm
           | legit asking because my team is working on that exact idea
           | with mental models and AI.
           | 
           | If you are curious, we'd appreciate candid feedback from you.
           | Just launched pre-beta on Product Hunt today.
           | 
           | https://www.producthunt.com/posts/neble
           | 
           | Thanks
        
             | p-christ wrote:
             | > Have you seen any SaaS or consumer products that focus on
             | "how to learn?" and "digesting information" aspect?
             | 
             | Yes Save All helps with that in a way
             | 
             | https://saveall.ai/
        
         | jbaczuk wrote:
         | Reminds me of this article I just read:
         | http://paulgraham.com/lesson.html
        
           | foogazi wrote:
           | > There are now ways to get rich by doing good work,
           | 
           | That sounds like different test too
        
         | Hendrikto wrote:
         | > learning how to learn
         | 
         | This is taught, at least at German schools. It's just that
         | nobody pays attention.
         | 
         | > learning what matters in the world (and therein how to be
         | happy)
         | 
         | This is way too subjective to be part of a curriculum. Trying
         | would border on indoctrination.
        
           | fairity wrote:
           | > This is taught, at least at German schools. It's just that
           | nobody pays attention.
           | 
           | Interesting, is the curriculum anywhere online? Curious to
           | take a look.
           | 
           | > This is way too subjective to be part of a curriculum.
           | Trying would border on indoctrination.
           | 
           | I see it as the opposite of indoctrination. Teaching students
           | how to choose their own values (and how happiness is a
           | function of your values) gives them more freedom not less.
           | You wouldn't want to push any specific value framework, but
           | you do want to teach students that it's possible to choose
           | your own adventure, instead of getting indoctrinated by your
           | society's prevailing values. A curriculum such as:
           | 
           | - What are values?
           | 
           | - The connection between happiness and values
           | 
           | - Value traits (e.g. extrinsic vs intrinsic, behavioral vs
           | situational)
           | 
           | - Value prioritization and hierarchies
           | 
           | - Different cultures and their distinct value frameworks
           | 
           | - Practical applications (e.g. learning how to change your
           | values; trying out different values for a day/week)
        
       | cloogshicer wrote:
       | There is a difference between _remembering_ something (like a
       | fact) and a deep _understanding_ of a concept.
       | 
       | Let me give you an example in programming: I sometimes have to
       | google for the names of functions I've already used a hundred
       | times. Sometimes extremely simple functions (just a while ago it
       | was list.size() in Java), only because I can't remember the
       | _name_ of the function, but of course I understand the _concept_
       | - the length of a list /array. I just can't remember if it's
       | _length()_ , or _size()_ or _count()_ , or whatever.
       | 
       | This deep understanding _feels_ quite different from simple
       | memorization. It feels more like something in my body, similar to
       | muscle memory or like playing a piano piece. It 's something I
       | feel I will never forget.
       | 
       | I'd love to learn more about this kind of understanding. For
       | years I've tried to find good reading about it, but much has been
       | disappointing.
        
         | jimmaswell wrote:
         | > google for the names of functions
         | 
         | Copilot is a lifesaver here. I almost never have to google
         | function names anymore because it just fills them in for me,
         | while usually generating exactly the code I wanted around it.
        
           | chrismarlow9 wrote:
           | I've resisted co pilot and auto complete because when
           | interview time comes and you have to write code outside of
           | your toolset, you'll realize you haven't committed things so
           | well to memory. This bit me earlier on in my career after
           | working in visual studios for a long time. I now code almost
           | exclusively in vim.
           | 
           | I'm not saying you shouldn't use it, but before you go into
           | technical parts of interviews I would recommend you do some
           | coding without all the bells and whistles tools.
        
             | blackbrokkoli wrote:
             | Not saying that your advice in any way wrong, but it's a
             | bit sad that the only thing holding people back from such a
             | productivity multiplier, innovation or even completely new
             | way of coding is the _inane interview process of this
             | industry_...
        
               | chrismarlow9 wrote:
               | Completely agree.
        
               | diffxx wrote:
               | The paradox of copilot is that anyone who is skilled
               | enough that they can be responsibly trusted to use it
               | doesn't need it.
        
             | jimmaswell wrote:
             | Why would you give up such big productivity multipliers
             | just to make the rare event of interviewing a little
             | easier? If an interview is coming up then just spend a few
             | days practicing, or just don't - I've never had an
             | interview go badly because I didn't memorize
             | java.util.date.
        
           | puchatek wrote:
           | Great. If i ever feel like my impostor syndrome could use a
           | bump I'll be sure to throw Copilot into the mix.
        
           | missingdays wrote:
           | If only there was a way to know which methods the object has.
           | We could call such concept something like auto-discovery or
           | magic-completion.
        
             | jimmaswell wrote:
             | I use that too, but Copilot is just better much of the
             | time.
        
         | have_faith wrote:
         | Reminds me of Feynman's anecdote about the names of a bird.
         | 
         | > See that bird? It's a brown-throated thrush, but in Germany
         | it's called a halzenfugel, and in Chinese they call it a chung
         | ling and even if you know all those names for it, you still
         | know nothing about the bird. You only know something about
         | people; what they call the bird. Now that thrush sings, and
         | teaches its young to fly, and flies so many miles away during
         | the summer across the country, and nobody knows how it finds
         | its way.
        
           | son_of_gloin wrote:
           | The name is first and foremost a way to attach that deeper
           | knowledge of the bird to a symbol so it can be communicated
           | to others. The name is necessary, but usually tells you very
           | little about the thing it refers to.
        
           | rhodin wrote:
           | Counter-anecdote time from Murray Gel-Mann, who did think
           | names were important [1]
           | 
           | [1] https://writings.stephenwolfram.com/2019/05/remembering-
           | murr...
        
             | taeric wrote:
             | I don't think anyone in computers can purport to names
             | being important. Shell's sort, Bloom's filter, awk, c++,
             | Java vs JavaScript....
             | 
             | The number of names that are misleading or almost willfully
             | obtuse is absurdly high. (I'm actually cheating for folks
             | in my list, as I typically see it just shown as shell sort
             | and bloom filter. Which hides that it is named for
             | someone.)
        
               | stonemetal12 wrote:
               | At least Shell invented the sort named after him. In the
               | sciences you have Stigler's Law (no scientific discovery
               | is named after its original discoverer).
               | https://en.wikipedia.org/wiki/Stigler%27s_law_of_eponymy
        
         | mcguire wrote:
         | On the other hand, to the point of the article, you can't get a
         | deep understanding of a concept without remembering the
         | concept, other concepts that it relates to, and how.
        
         | p-christ wrote:
         | I think it feels different because that knowledge is more
         | deeply ingrained with what you already know. That knowledge has
         | many connections and relationships with other knowledge you
         | have. Whereas the name of a function is more like a leaf node,
         | it isn't connected to very much and i think this is the source
         | of the different feelings you describe.
         | 
         | To expand on this a bit - our memories maintain "schemas" of
         | knowledge and whenever we learn something new it gets slotted
         | into our "schema". The better something fits into our schema
         | the easier it is to remember. I think if you googled schemas
         | you'll be able to find more material on this
        
           | cloogshicer wrote:
           | I'm not sure I agree. I think what I tried to describe above
           | couldn't be classified as "knowledge" at all.
           | 
           | To be honest, I think we (humans) don't understand this type
           | of understanding very well. Which is somewhat ironic :-)
           | 
           | Edit: But thanks for the suggestion about searching for
           | schema, will definitely take a look!
        
             | p-christ wrote:
             | Understanding is just knowledge of how or why something
             | works
        
               | cloogshicer wrote:
               | Intuitively, I don't believe it's that simple. But I'd
               | love to learn more about it.
        
             | svnt wrote:
             | The keyword embodied may be fruitful -- there is a lot of
             | noise around the term but embodied understanding is closer
             | to what you want, I think. You may have to relax some ideas
             | about how things work for a while in order to
             | absorb/integrate it.
             | 
             | The knowledge defined in the article is very rational and
             | reductionist in its presentation. I don't mean that
             | derogatorily, but it does mean it can't account for all the
             | emergent features of our existence. The reductionist
             | approach can be useful as a set of signposts for locating
             | reliable mechanistic constraints.
        
               | cloogshicer wrote:
               | Thank you for that keyword! A quick search brought me to
               | the wikipedia article [1], which sounds quite promising.
               | 
               | I agree completely with your analysis of the article by
               | the way. Beautifully said!
               | 
               | [1] https://en.wikipedia.org/wiki/Embodied_cognition
        
         | adrianmonk wrote:
         | I think you've touched on two different ideas:
         | 
         | (1) That a deeper understanding of something can make it
         | simpler/easier to remember. One way to look at this is that you
         | remember a model of the world. That complexity of that model
         | determines the quantity of information you need to remember. If
         | you can find a simpler model, your mind needs to store less
         | information to cover everything you need to know.
         | 
         | (2) That a concept and its name are different things. You
         | understand the concept of an array-length-giving function, but
         | you don't remember the name attached to it. It could go the
         | other way: you could know there is a function with a certain
         | name but not remember what it does. Or you could know what it
         | does and what it's named. (This seems at least tangentially
         | related to linguistic relativity
         | (https://en.wikipedia.org/wiki/Linguistic_relativity), a.k.a.
         | the Sapir-Whorf hypothesis. The question is basically to what
         | degree our minds build ideas on words/language and to what
         | degree we form ideas independently of language.)
        
         | tpoacher wrote:
         | It's interesting you mention playing the piano as an example,
         | because that's a very good example of how the opposite of what
         | you're saying is true. Try to learn a piano piece simply by
         | playing it many times, and it'll never happen. However, try to
         | commit the notes intentionally to memory, and reading the notes
         | becomes unnecessary very quickly. Same with trying to memorize
         | text; if you read without explicitly trying to memorize it, you
         | can read it infinite times and never manage to recite it back.
         | 
         | I think your example about list.size doesn't contradict this.
         | It's the difference between "familiarity recognition" memory vs
         | "consolidation and retrieval".
         | 
         | You do not bother committing "size()" because it's unnecessary
         | (or because there's a lot of interference from other languages
         | which do the same thing, hence the cost of committing that fact
         | for later retrieval is not worth doing so).
         | 
         | But you _have_ committed the  "concept" to memory, and this can
         | be retrieved even without the need for the label.
         | 
         | "Understanding" is only part of the equation. But I do
         | generally feel that "having the basic building blocks readily
         | available helps you build complex understanding on top of them,
         | which then helps you consolidate the complex stuff better" is
         | probably the main direction, rather than "understanding a
         | complex concept helps you better remember the basic building
         | blocks that made it up in the first place".
         | 
         | This is also why anki works so well for learning theoretical
         | subjects (even if it _has_ traditionally been more popular for
         | pure memorization tasks, like language learning)
        
         | whatshisface wrote:
         | You still have to remember your understanding. That's something
         | you realize when it has been a long time since you took a class
         | on something back in college.
        
         | [deleted]
        
         | XCSme wrote:
         | I have the same feeling, "knowledge" is more about knowing what
         | is available, what options are there and broadly what each
         | option does. You don't have to remember exactly how each option
         | works, just know that it exists. When you need it, you can just
         | search how it works, but knowing what to search for is crucial.
        
         | jldugger wrote:
         | > There is a difference between remembering something (like a
         | fact) and a deep understanding of a concept.
         | 
         | This is basically the Searl argument against AI, right?
        
         | petra wrote:
         | My guess: the concept of "a length of an array" is the thing
         | you use to think with when you need it.
         | 
         | Why?
         | 
         | Because it is a single entity(through abstraction). And because
         | it is a single entity and you use it a lot, it gets connected
         | to many other concepts.
         | 
         | And because you've solved problems with it,it has more
         | emotional value.
         | 
         | This means you can more easily retrieve it and it has more
         | "meaning"/context to you.
         | 
         | list.length gets used less often and it just a concrete
         | implementation of the concept so maybe it's just linked to the
         | concept.
         | 
         | And it's also more complex to remember and use because it's
         | made of 10 items.
        
         | matheusmoreira wrote:
         | It's even harder to remember specific standard library
         | functions after learning several programming languages. I know
         | the languages themselves but still have to look this stuff up
         | every time. One reason why Ruby is such an ergonomic language
         | is there are aliases for all those names: you can guess length,
         | size and count and chances are all three will work.
        
         | vain_cain wrote:
         | I immediately thought of the book "Thinking, fast and slow"
         | from reading your comment. I don't know if you're familiar with
         | it, but it talks about two "Systems" that guide our thinking.
         | From the description of the book: "System 1 is fast, intuitive,
         | and emotional; System 2 is slower, more deliberative, and more
         | logical."
         | 
         | The more you do something, or think about something - the more
         | it becomes a "System 1" operation(fast, intuitive). Like typing
         | on a keyboard for example, when you first started using a
         | keyboard you had to think about every letter you want to hit,
         | but now you probably don't even think about it for a
         | millisecond. I guess what I'm trying to say is: Intuitive
         | understanding = Action * Repetition.
         | 
         | Read the book if you haven't, it might be the kind of material
         | you're looking for. I'm not a big fan of psychology and I think
         | it's 90% mumbo jumbo, but this book hit a few nails for me.
        
           | cloogshicer wrote:
           | Thanks for the suggestion! I've actually read TFS, and I
           | _would_ even consider myself a  "fan" of psychology, I
           | definitely don't think it's mumbo jumbo. But in my opinion
           | the book was quite shallow, only scratching on the surface of
           | the matter.
           | 
           | Edit: To clarify, shallow is maybe the wrong word. I think
           | the book gets its main point across very well, and it's a
           | good point. But the majority of the book is just further
           | evidence supporting that main point. Which is fine, but I
           | wish it would develop this main point a bit further. The book
           | could be summarized in a short paper and wouldn't lose too
           | much of its value, in my opinion.
        
             | arolihas wrote:
             | Note that there is quite a bit of shaky evidence used to
             | further that point.
             | 
             | https://replicationindex.com/2020/12/30/a-meta-scientific-
             | pe...
        
         | Certified wrote:
         | Your comment reminds me of paper by Bestsy Sparrow [1] where
         | she hypothesizes that "Our brains rely on the Internet for
         | memory in much the same way they rely on the memory of a
         | friend, family member or co-worker. We remember less through
         | knowing information itself than by knowing where the
         | information can be found." [2]
         | 
         | From the papers Abstract:
         | 
         | "No longer do we have to make costly efforts to find the things
         | we want. We can "Google" the old classmate, find articles
         | online, or look up the actor who was on the tip of our tongue.
         | The results of four studies suggest that when faced with
         | difficult questions, people are primed to think about computers
         | and that when people expect to have future access to
         | information, they have lower rates of recall of the information
         | itself and enhanced recall instead for where to access it."
         | 
         | [1] Google Effects on Memory: Cognitive Consequences of Having
         | Information at Our Fingertips -
         | https://www.science.org/doi/abs/10.1126/science.1207745
         | 
         | [2] https://news.columbia.edu/news/study-finds-memory-works-
         | diff...
        
         | UniverseHacker wrote:
         | > I sometimes have to google for the names of functions I've
         | already used a hundred times
         | 
         | This is why I have always been terrified of having to do a
         | standard 'whiteboard' coding interview, and really don't want
         | to ever participate in administering them to others. I know if
         | I was ever tested in this way, I would be unable to remember
         | the basic function names in languages I have used daily for
         | years... and yet I have developed sophisticated software tools
         | in these languages with a large global userbase. I fear that in
         | an interview people would decide I am a fraud, and couldn't
         | have really done what I have done when it appears I actually
         | don't even remember the basics. But my mind just doesn't work
         | that way, I can't remember length vs size either, even if I can
         | design a complex algorithm, and turn it into a good piece of
         | software under the actual conditions of work in the real world.
        
           | TheFreim wrote:
           | > This is why I have always been terrified of having to do a
           | standard 'whiteboard' coding interview
           | 
           | I too don't like the idea of these, but in the case where
           | you're solving a problem in front of someone I feel like as
           | long as you explain your thought process you'd be generally
           | fine. If you can't remember whether the method is length() or
           | size() or something else just pick one and explain what
           | you're doing. Intelligent interviewers would likely
           | understand that you're familiar with the concepts and would
           | be able to accept your result or let you compile/execute and
           | fix the issue.
        
           | gmadsen wrote:
           | back when whiteboards were a thing, most were not testing
           | exact syntax..
        
           | bradjohnson wrote:
           | I've written plenty of whiteboarding interviews in something
           | resembling Java and decided that I needed a tuple class,
           | which for most purposes doesn't really exist in Java. So I
           | just used the concept of a Tuple. I can say that most people
           | on a whiteboarding interview panel don't really care if you
           | borrow abstractions of ideas, the most I've been asked to do
           | is define an interface for these implementations.
           | 
           | Honestly if they care that much about rote memorization of
           | syntax, it's a red flag.
        
       | inphovore wrote:
       | Not really.
       | 
       | There are different learning styles. I find memorization very
       | difficult (poor passive recall), yet my comprehension is superior
       | (aiding deduction.)
       | 
       | I find many with "photographic memory" to be sadly inadequate at
       | comprehending and exploiting interrelationships.
       | 
       | There is something like dexterity which develops in the mind, an
       | impression left which is not exactly remembering, yet definitely
       | stored in the brain.
        
         | p-christ wrote:
         | Learning styles are a myth
         | https://www.techlearning.com/news/busting-the-myth-of-learni...
        
           | inphovore wrote:
           | Myths are a myth
           | 
           | I'm not speaking of trends, I'm speaking of the architecture
           | of our minds.
           | 
           | There are definitely differences in how various minds work,
           | and these inconclusive pseudoscience studies making wild
           | assertions are as junk science as the junk science they feed
           | upon.
        
             | p-christ wrote:
             | > There are definitely differences in how various minds
             | work
             | 
             | Yes, but we still all learn in roughly the same way. The
             | differences aren't big enough.
        
           | [deleted]
        
       | stagger87 wrote:
       | Related, the Ebbinghaus forgetting curve
       | 
       | https://en.wikipedia.org/wiki/Forgetting_curve
       | 
       | See plot with spaced repetition halfway down.
        
         | p-christ wrote:
         | yep that's the one! good old ebbinghaus
        
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