[HN Gopher] Lessons I wish I had learned before teaching differe...
       ___________________________________________________________________
        
       Lessons I wish I had learned before teaching differential equations
       [pdf] (1997)
        
       Author : itronitron
       Score  : 283 points
       Date   : 2023-11-13 09:36 UTC (13 hours ago)
        
 (HTM) web link (web.williams.edu)
 (TXT) w3m dump (web.williams.edu)
        
       | itronitron wrote:
       | Previous discussion from 2022...
       | 
       | https://news.ycombinator.com/item?id=32530035
        
         | ianai wrote:
         | They talk (rightly) about mathematics replacing infinitely
         | small but not 0 numbers with limits there. Infinitesimals were
         | later reintroduced with rigor through
         | https://mathworld.wolfram.com/NonstandardAnalysis.html
         | 
         | I have long thought such would be easier to work with on modern
         | computers.
        
           | monista wrote:
           | Note though, that nonstandard analysis isn't compatible with
           | more "intuitionistic"
           | https://en.wikipedia.org/wiki/Axiom_of_determinacy (in place
           | of axiom on choice), which free you from Banach-Tarski
           | paradox and have some other appealing properties.
        
             | zozbot234 wrote:
             | On the contrary, in an intuitionistic setting you can use h
             | ttps://en.wikipedia.org/wiki/Synthetic_differential_geometr
             | ... and
             | https://en.wikipedia.org/wiki/Smooth_infinitesimal_analysis
             | which aren't nearly as easy to phrase classically. (Sure
             | you can phrase things in terms of toposes, but that's just
             | a roundabout way of saying that you're operating in a
             | constructive setting.)
        
             | yuppiemephisto wrote:
             | Can do it in pure ZF:
             | 
             | https://www.youtube.com/watch?v=YE68yptMMeQ
             | 
             | https://u.cs.biu.ac.il/~katzmik/spot.html
        
           | scythe wrote:
           | Nonstandard analysis is one of those things that sounds nice
           | in the abstract, but even though I first learned about it
           | more than ten years ago, I have yet to see a worked didactic-
           | level example of how you would, for example, obtain the
           | derivative of sine using nonstandard analysis, or derive the
           | natural logarithm.
        
             | ducttapecrown wrote:
             | I literally saw the sin one yesterday, so I'll rewrite it!!
             | 
             | Let e be an infinitesimal.
             | 
             | We write st(x) for the function dropping the infinitesimal
             | part of a number.
             | 
             | Then f'(x) = st(1/e (f(x+e)-f(x)))
             | 
             | Now use the angle sum identity and cos(e) = 1 - e^2, sin(e)
             | = e. I don't know how to justify these values other than
             | the power series identities for sin and cos...
             | 
             | So st(1/e (sin(x+e)-sin(x))) = st(1/e
             | (sin(x)cos(e)+cos(x)sin(e)-sin(x)) = st(1/e
             | (sin(x)(1-e^2)+cos(x)e - sin(x))) = st(1/e (sin(x) - sin(x)
             | - e^2 sin(x) + cos(x)e)) = st(e sin(x) + cos(x)) = cos(x)
        
             | yuppiemephisto wrote:
             | https://alok.github.io/2022/09/12/y539043/
        
           | adgjlsfhk1 wrote:
           | Infinitesimals are commonly used in scientific computing (see
           | forward mode automatic differentiation).
        
       | contrarian1234 wrote:
       | "Why is it that no one has undertaken the task of cleaning the
       | Augean stables of elementary differential equations? I will
       | hazard an answer: for the same reason why we see so little change
       | anywhere today, whether in society, in politics, or in science"
       | 
       | I see a lot of parallels with the Physics department and I think
       | the reason is much more depressing. Both fields embrace a sort of
       | masochism and active desire to keep knowledge impenetrable b/c it
       | acts as a mechanism to feed out the dummies. The system acts an
       | an informal IQ test - that maintains the prestige of the
       | departments. If you're pigheaded and clever enough to get through
       | the masochistic torture is that their undergrad textbooks then
       | you're probably pretty clever and so the prestige of the degrees
       | is maintained.
       | 
       | There is also a certain veneration of the establishment and
       | traditions. I remember on my first day of Classical Mechanics the
       | 50+ year old teacher beamed with pride when he told us he used
       | the same exact textbook when he was in school. As if it was
       | written by the Shakespeare of textbook writing and nobody has
       | managed to surpass it in decades. It' frankly should be an
       | embarrassment
       | 
       | As he observed, other departments will step in an do much better.
       | The best linear algebra class I had was a graduate course in the
       | electrical engineering department
       | 
       | I had a lot of hope for things like Khan Academy, but the issue
       | is video is not text and it's hard to iterate and improve on. I
       | really wish textbooks with open licenses would take over and they
       | could be reworked and improved year after year by different
       | people
        
         | gleenn wrote:
         | Came here to quote the same exact part. The author is hilarious
         | and savage but it seems appropriately. Amazing prose and sad
         | state of affairs
        
         | tux1968 wrote:
         | > I had a lot of hope for things like Khan Academy, but the
         | issue is video is not text and it's hard to iterate and improve
         | on
         | 
         | When the entire video is generated by an AI, that dynamic
         | changes. It's no issue to improve "the script", and have it
         | seamlessly regenerated. We can't be that far away from this
         | capability, and it could have a profound impact on available
         | learning resources.
        
           | ajkjk wrote:
           | The problem isn't writing a better text, it's having
           | departments willing to teach it, or to try alternate
           | approaches at all.
        
             | tux1968 wrote:
             | The OP referenced the Khan Academy as an attempt to
             | displace the ossified educational institutions we have. But
             | it has its own limitations and challenges, some of which
             | will soon be rendered moot by the coming wave of AI
             | technologies, perhaps giving it the final push it needs to
             | truly take hold.
             | 
             | Can imagine a world where it doesn't matter where or how
             | you get your education, all that matters is that you can
             | have your knowledge verified by an accredited _testing_
             | institution. This would open education up to a world of
             | creative competition for students, and allow individuals to
             | find a learning paradigm that best works for themselves.
        
               | robertlagrant wrote:
               | This might work well for knowledge/IC-based attainment.
               | There are still other groups, who are possibly the
               | majority when combined:
               | 
               | Some people are there for "the experience", no matter how
               | much it costs, nor how little benefit it results in. They
               | will still be paying $80k for an experience that
               | qualifies them for nothing, even though they had that
               | qualification already before they started.
               | 
               | Some other people are there for the network, and/or will
               | learn leadership skills in that environment. They can't
               | build/learn those things in an online environment.
        
               | tux1968 wrote:
               | Agreed. One size does not fit all. It's just the hope
               | that options like Khan Academy are made truly viable for
               | those who are well served by such options.
        
             | siftrics wrote:
             | You have to have a pretty helpless attitude to blame
             | someone else (teachers) on your inability to learn from a
             | good textbook.
             | 
             | How are you ever going to learn anything truly novel in the
             | world if you always delegate teaching to a teacher?
        
               | SaintRomuald wrote:
               | I shouldn't need to read a 500page textbook to understand
               | a class that a teacher has been 'teaching' for 20 years.
               | He's there to give me an understanding of the subject. I
               | have at least 5 classes each semester which are very
               | technical and difficult, it's impossible for me to read a
               | textbook on each while also reading a 20-30 page lab
               | instruction each night, all written in a technical
               | language which I barely understand. I can try but so many
               | times constant consumption of this literature lead to
               | burnout
        
               | throwaway98797 wrote:
               | no one is there to give you anything
               | 
               | they are there to give you a chance
               | 
               | maybe it is impossible for you to do this, but it's
               | clearly not impossible for others
               | 
               | that challenge is valuable information
               | 
               | maybe a different area is a better pursuit for you
               | 
               | or maybe a better way to view learning
               | 
               | good luck
        
               | HelloNurse wrote:
               | "Technical and difficult": there are both important
               | concepts and broad strokes that your teacher should be
               | good at explaining, and important details that should be
               | explored in a textbook because they need good pictures,
               | data, editing etc. more than good explanations.
               | 
               | Taking a longer time than normal to learn a topic and
               | prepare university exams might be a good alternative to
               | burnout; or maybe your lifestyle and/or intellect are
               | incompatible with studying.
        
               | angra_mainyu wrote:
               | The entitlement in your comment is staggering...
               | 
               | Why such a desire to be spoonfed, whining about having to
               | put in the work?
        
               | SaintRomuald wrote:
               | Am I not supposed to expect a quality lecture from a
               | university professor? I have had such a bad experience
               | with certain lecturers, I'm certain what they were saying
               | wasn't incorrect but the way they were speaking made it
               | impossible to follow. It wasn't just me who thought so. I
               | admit I've had learning difficulties my whole life but I
               | believe it is actually impossible to learn all the
               | material from the classes with all the details from
               | books. You can pick a field or two which interest you the
               | most and delve deep into the details. An extremely
               | fundamental topic at my uni is called "introduction to
               | circuit analysis". It was taught by a professor who was
               | so bad at teaching it there was no point in coming to his
               | lectures. You would learn more from watching youtube
               | videos. Everyone was aware of the state of that class.
               | Even our lab professors would mock his teaching style.
               | Now if every class was like this we would be lost. I'll
               | give a recent example of another lecturer who I also
               | consider bad, but fortunately he is teaching an easy
               | subject. First class a kid asks 'what's the difference
               | between a router and a switch'. The professor answers 'a
               | switch works on layer 2 and a router works on layer 3'.
               | In my opinion this is a non answer. Yeah he said the
               | truth but it didn't mean anything. If that student didn't
               | know the difference between a switch and a router then
               | surely he doesn't know about the ISO OSI model. Before
               | you think he probably didn't have time to answer more
               | specifically to make sure he understands. This guy
               | notoriously keeps digressing from the subject. As that
               | classes subject is one I am familiar with I knew the way
               | he taught it was impossible to make sense of because he
               | never answered in a concrete way, everything felt so
               | drawn out and lacking a focal point, it's hard to
               | describe. It took him four hours to go over the ISO OSI
               | model and honestly while I wasn't paying attention to
               | every single word he said. With all the digressions and
               | constant comments about stuff you just couldn't follow
               | his train of thought. On the contrary electromagnetism
               | class was absolutely amazing. It's still a difficult
               | subject, at least for me because I've always been pretty
               | bad at physics but the lad who taught it was brilliant.
               | He made sure we all understood, he started with very
               | basic concepts that everyone knew, just to be certain
               | everyone is on the same page. His presentations were
               | concise, easy to follow with links to read up/watch stuff
               | that you didn't fully get or wanted to learn more about.
               | They had plenty of visualizations with gifs of stuff.
               | It's a pleasure going to his classes. So I think that I
               | should expect the lectures to give me an understanding of
               | a subject. If I had to read a book for every class there
               | wouldn't be enough time in a day for me to catch up.
        
               | tekla wrote:
               | We call this "University"
        
               | ajkjk wrote:
               | You are just wrong. There is a lot more that goes into
               | teaching a subject better than 'generating a better
               | textbook'. There are thousands of hours of work that need
               | to happen to figure out _how_ to make the subject make
               | more sense. It is not a question of  'writing down known
               | result sin a different order'. The subject needs to be
               | reworked in its entirely. Advanced results need to be
               | made elementary. Simple formulations of complex ideas
               | need to be discovered, articulated, and developed into
               | exercises. Out of every available model the best models
               | need to be picked and refined and tested. Etc. And then
               | you have to get everyone on board with the project!
               | 
               | Almost none of the work is 'rewriting the book.'
        
           | gumby wrote:
           | Then you could simply read the script -- no need for the
           | video at all.
        
             | tux1968 wrote:
             | For those who prefer to read the script, of course. For
             | those who benefit from a much more multimedia presentation,
             | the generated video and associated generated items, will be
             | preferable.
        
           | TheOtherHobbes wrote:
           | The video won't be generated by AI, because there will no
           | video.
           | 
           | The mid-game is personalised, conversational, interactive
           | tutoring.
           | 
           | The end-game will be deciding how much humans need to know
           | about any of this, because AI will be far better at 99% of
           | it.
           | 
           | If this seems unlikely, consider that Cauchy, Gauss, Laplace,
           | and so on were all super-elite 0.001%-ers in terms of
           | ability.
           | 
           | No one knows whether AI will eventually have the creative
           | ability to work at their level of insight.
           | 
           | Personalised training could select for prodigies, and -
           | whatever we decide to do with them - we'd have more super-
           | talents than we do now.
           | 
           | Currently a lot of talent is wasted because of political and
           | economic inefficiencies.
        
             | tux1968 wrote:
             | > there will no video...
             | 
             | There will likely be video. Visual presentations can be an
             | important part of learning. Perhaps it will be generated
             | JIT, but likely AOT compilation of video will represent a
             | useful savings in processing power. Students can always
             | "put their hand up" to interrupt a presentation for a
             | little one-on-one time with professor AI.
        
         | The_suffocated wrote:
         | Just out of curiosity, what was that classical mechanics
         | textbook?
        
           | kdavis wrote:
           | Goldstein?
        
           | contrarian1234 wrote:
           | Pretty sure it was An Introduction to Mechanics Kleppner,
           | Kolenkow
           | 
           | The book was probably okay-ish, the point is that surely
           | someone could have made some improvements in the past few
           | decades
        
             | selimthegrim wrote:
             | Doesn't it use cgs only (I think the new editions finally
             | bit the bullet and switched to mks)
        
         | itronitron wrote:
         | Khan Academy is excellent for Calculus however their material
         | for Differential Equations is rather minimal since they don't
         | really go into university level material.
         | 
         | Perusing online resources for Differential Equations shows that
         | there doesn't seem to be much agreement on how to define the
         | core subject, and there is no grounding on 'how we got here' to
         | provide a path forward to people just starting out. My
         | experience so far, at least.
        
         | Baguette5242 wrote:
         | > "Both fields embrace a sort of masochism and active desire to
         | keep knowledge impenetrable b/c it acts as a mechanism to feed
         | out the dummies. The system acts an an informal IQ test - that
         | maintains the prestige of the departments. If you're pigheaded
         | and clever enough to get through the masochistic torture is
         | that their undergrad textbooks then you're probably pretty
         | clever and so the prestige of the degrees is maintained."
         | 
         | So true, in many areas. I know a couple of young people that
         | got destroyed by this kind of meat grinding machinery.
         | Typically applies to every medical studies in France, where
         | many kids (with parents that have the money to pay) are going
         | to Spain, Romania or Belgium to study in a less oppressing
         | environment and better teaching methods.
        
         | mnl wrote:
         | What's the problem with a good book, age? Baby Rudin's first
         | edition is 70 and the latest one is from 1976. It's still
         | widely used and will be for a while.
         | 
         | Honestly your problem was that you didn't know any Classical
         | Mechanics yet and you were assuming that the volume of recent
         | developments made old books obsolete. Maybe in Biology, in
         | Physics getting to recent developments would mean that you're
         | familiar with Goldstein, Landau's Vol. I... Abraham-Marsden?
         | Arnold? Those are old.
         | 
         | Often newer editions actually worsen textbooks and then only a
         | few contemporary books become references in the long run. It's
         | always been like this, there's tons of great books from the 70s
         | that aren't used today and could definitely do. At least
         | they're not ~1,000 pp. of waffle, which is what you usually get
         | for your first textbook on anything nowadays.
        
           | contrarian1234 wrote:
           | You're conflating things. This issue isn't that Classical
           | Mechanics has somehow evolved or changed. It's that people
           | continue to find new and better ways to explain and
           | illustrate concepts. At lest personally I don't know of any
           | field or book where I've felt "Hmm, this is basically perfect
           | and I can't imagine a better way to explain these concepts".
           | 
           | Have you looked at for instance Khan Academy's Grant
           | Sanderson (aka 3Blue1Brown) Math videos? it's really apparent
           | there is a LOT of room for improvement in pedagogy.
           | 
           | As the linked PDF illustrates, most people are teaching along
           | a set formula and sequence of concepts. Good teachers will
           | try to tweak and iterate on these formulas and evolve a
           | better curriculum that sinks in better for students.
           | 
           | Naturally as time goes on, if each author has to start from
           | scratch, then it becomes harder and harder to beat "the best
           | book on BLAH" from the last 100 years. (Though I refuse to
           | believe it's a monumental task to write a better textbook
           | than Rudin)
           | 
           | If you have open copy-left books, then in theory people could
           | start with a Rudin, fork it, tweak it and improve it. 70
           | years of improvement could yield some amazing forks!
           | 
           | "Often newer editions actually worsen textbooks"
           | 
           | That's typically because they select a random new author to
           | in-effect update their copyright date.. and the new author is
           | rarely of the same caliber as the first
        
             | distcs wrote:
             | > Have you looked at for instance Khan Academy's Grant
             | Sanderson (aka 3Blue1Brown) Math videos?
             | 
             | I have. I went through Khan Academy, Brilliant and
             | 3Blue1Brown. After spending more than 100s of hours I
             | started getting the feeling that these are all good for
             | elementary level math.
             | 
             | But for any serious math (think real analysis, complex
             | analysis, group theory and beyond), all these platforms did
             | was leave me with a warm fuzzy feeling of having learned
             | something cool but in reality that warm fuzzy feeling was
             | not good enough for solving actual exercises that come in
             | textbooks or really deeply understand the material.
             | 
             | I've given up on these online learning media. Back to
             | textbooks. The difference is like night and day.
        
               | contrarian1234 wrote:
               | I didn't mean to say videos are better - just as far as I
               | can tell that's where the most creative new teaching
               | techniques are on display. I'd definitely prefer they
               | were in the written word. Especially if they were an open
               | collaborative effort. Books are great for flipping back
               | and forth with. You have an "ah-ha" moment and skip back
               | several pages and reread something you misunderstood on a
               | first read-through. It's somehow clunky and takes you out
               | of the flow when you do it in a video.
               | 
               | Critically, you can read/listen to something and come
               | away with the false impression you understand it. Sitting
               | down and doing problem is .. not always fun.. but can be
               | critical for the concepts to sink in. I think this is the
               | main point of what you're saying
               | 
               | I could see in the future it being something like
               | watching a video and then doing a programming exercise
        
               | threatofrain wrote:
               | Note that 3B1B often warns you that his videos bring
               | perspective for a book/class that you're doing or are
               | already done with. And Khan Academy's focus is for K-12.
               | 
               | If you want anything past Analysis 1 I think you'll find
               | that universities guard their content.
        
               | da39a3ee wrote:
               | > If you want anything past Analysis 1 I think you'll
               | find that universities guard their content.
               | 
               | Not so; there's an absolutely vast amount of freely
               | available undergraduate mathematics resources available
               | at all levels. Honestly, so much that it makes it
               | confusing to choose and not get distracted by the options
               | -- perhaps AI-mediated distillation could be helpful in
               | the future.
        
               | elteto wrote:
               | Really? Can you link some for Analysis and beyond?
               | 
               | I wanted to find good analysis video lectures from a real
               | university complete with problem sets, homeworks and
               | their solutions. I couldn't. I think MIT OCW now has one
               | analysis course like that, but it's relatively "recent".
        
               | da39a3ee wrote:
               | What about these amazing resources from Daniel Murfet at
               | University of Melbourne:
               | 
               | http://therisingsea.org/post/mast30026/
               | 
               | They have videos as well as everything else. I'd love to
               | study them with someone/some group of people one day.
               | 
               | But, you don't need videos if there are carefully-written
               | course notes PDFs.
               | 
               | Try Oxford:
               | https://courses.maths.ox.ac.uk/course/index.php
               | 
               | E.g. two random Analysis-related courses (second more
               | advanced than first)
               | 
               | https://courses.maths.ox.ac.uk/course/view.php?id=65
               | 
               | https://courses.maths.ox.ac.uk/course/view.php?id=4988
               | 
               | And there are tons of others, but with videos is a bit
               | harder.
               | 
               | Berkeley exam papers with solutions:
               | https://tbp.berkeley.edu/courses/math/113/
        
               | elteto wrote:
               | Fantastic, thanks!
        
               | dboreham wrote:
               | > I think you'll find that universities guard their
               | content.
               | 
               | Hmm. All the way back to when I was in college there was
               | advanced content available from the Open University. You
               | had to be awake at 2am and it was in black and white, but
               | it was there.
        
               | mindcrime wrote:
               | _I 've given up on these online learning media. Back to
               | textbooks. The difference is like night and day._
               | 
               | Are there people who think this is an "either/or" choice,
               | as opposed to a "use both" thing?? I ask, because it's
               | pretty well established that learning is enhanced by use
               | of multiple media types and it seems self-evident to me
               | that books and videos are complementary.
        
               | distcs wrote:
               | > it seems self-evident to me that books and videos are
               | complementary
               | 
               | Can't speak for others but for me it is more about
               | efficient utilization of time rather than complementing
               | multiple learning methods.
               | 
               | I've found that time spent in learning math from videos
               | have poor return of investment. That time is better spent
               | re-reading a chapter or that thing that I couldn't fully
               | understand the first time and doing more exercises.
        
               | mindcrime wrote:
               | Fair enough. For me personally, I find great value in
               | jumping back and forth between different modalities,
               | where the different presentations reinforce each other.
               | But what works for me may not work for everyone, and
               | vice-versa.
        
               | da39a3ee wrote:
               | I think you're just parroting things you've heard other
               | people say. 3b1b's videos are universally agreed to be
               | excellent, and it's baffling that you think it is a
               | choice between watching them and using textbook and doing
               | the exercises. Anyone with the intellectual capacity to
               | study that sort of material is not going to have a hard
               | time comprehending that they are intended to be
               | complementary, as Grant Sanderson makes very clear at
               | numerous points.
        
             | andyferris wrote:
             | Hmm - I do wonder if for very particular things in physics
             | their heyday has come and gone? Were there more
             | ridiculously talented inviduals deeply steeped in classical
             | mechanics and discussing amongst themselves in the past? I
             | feel modern physicists move onto high-energy phyics or low-
             | energy physics research pretty early in their careers...
        
             | mnl wrote:
             | There are excellent textbooks on Classical Mechanics,
             | probably because it's a crystal clear subject and you can
             | give a detailed account of the essentials in a single
             | volume without handwaving. Of course everything can be
             | improved, but it also can be muddled. If it works think
             | twice before fixing it. Kind of what happens with Rudin and
             | introductory Real Analysis.
             | 
             | On the other hand, there's for instance Optics where you
             | basically have to condense an encyclopaedia and there's
             | always prettier pictures. Or Thermodynamics, Fluid
             | Mechanics etc that can be taught in different ways
             | depending on the curriculum.
             | 
             | There definitely should be pedagogical considerations in
             | higher education, that's lacking because it's usually an
             | afterthought. And it also should be very clear to people
             | getting into higher education that at some later point
             | pedagogy must end and you have to be capable of working
             | your way through the material.
        
               | contrarian1234 wrote:
               | I think you have the perspective of somehow who's
               | succeeded in Physics. In your typical introductory
               | physics class less than half the students will walk away
               | with a very solid understanding of classical mechanics.
               | 
               | To my mind, if the textbook was actually excellent then
               | that would be 80%+. We're nowhere near there. I think
               | there is LOT of room for improvement
               | 
               | But sure.. Thermodynamics.. things could be worse :)
               | 
               | Sometimes things are just hard because they're
               | complicated and you need to buckle down and learn your
               | multiplication tables. But at least in my own life
               | experience, the vast majority of the time things are a
               | problem because their poorly explained - often by people
               | that poorly understand it themselves.
               | 
               | Once you truly understand something inside and out - and
               | look back on it - it all generally looks relatively
               | simple. But it takes a special talent to be able to go
               | back and reexplain it from the naiive perspective
        
               | mnl wrote:
               | I almost wrote above that, to my knowledge and IMVHO, no
               | one has succeeded at writing a book on Thermodynamics
               | yet. I self-censored because that would be too flippant,
               | wouldn't it? Lmao
        
               | rawgabbit wrote:
               | I took thermodynamics over 30 years ago. I remember
               | having the feeling of learning a different language using
               | a text book whose explanations also needed translation. I
               | remember the book explained Entropy using chaos theory or
               | randomness and talked about popular philosophy during the
               | 19th century. After a bit of mental torture, I realized
               | by Entropy they really mean Thermodynamic Stability. It
               | is just that heat usually dissipates when materials
               | touch, they were using words like chaos or randomness to
               | describe the process. But their description was vague and
               | poorly conceived.
        
               | AnimalMuppet wrote:
               | > In your typical introductory physics class less than
               | half the students will walk away with a very solid
               | understanding of classical mechanics.
               | 
               | That's probably true.
               | 
               | > To my mind, if the textbook was actually excellent then
               | that would be 80%+. We're nowhere near there. I think
               | there is LOT of room for improvement
               | 
               | In my view, that's probably false. I don't think the
               | problem is masochism, gatekeeping, and people holding on
               | to old textbooks. I think the problem is that _classical
               | mechanics is actually hard_ , at least for most people.
               | If you come in to beginning classical mechanics wanting
               | to have learned it, rather than wanting to _learn_ it, no
               | textbook can save you. And I think that many people come
               | in that way. They want it out of the way as a
               | prerequisite for something else, rather than really
               | wanting to know it for itself.
        
               | BeetleB wrote:
               | > To my mind, if the textbook was actually excellent then
               | that would be 80%+. We're nowhere near there. I think
               | there is LOT of room for improvement
               | 
               | I think you overestimate the capabilities of students
               | entering university (even 20 years ago), and
               | underestimate how poor high schools can be in preparing
               | said students.
               | 
               | I went to a mediocre university. A 50-80% drop out rate
               | was there for both physics and EE - I don't know how it
               | compares to the other engineering. And I did not even
               | consider it challenging. Almost all the classes were a
               | breeze for someone like me who was well prepared going
               | in. At least in that EE department, the teachers were
               | very dedicated to teaching. They would allocate 3-9 hours
               | a week for office hours, and the pace they taught as was
               | slow (probably only covered 70-80% of the material that
               | is covered in a top university).
               | 
               | Students were given lots of chances.
               | 
               | The reasons they drop out are:
               | 
               | - Poor preparation at the high school level
               | 
               | - Poor discipline. A lot of students didn't transition
               | well to independence, and didn't have an authority figure
               | (e.g. parent) controlling their schedule.
               | 
               | - Realizing too late what it means when courses are built
               | on top of other courses. Thus you'd have people getting
               | an A in Calculus I, but almost failing Calculus III
               | because they didn't realize they needed Calculus I beyond
               | the course.
               | 
               | - In high school you can get far with a cursory
               | understanding of the material. At university, you could
               | get a B, or even an A, with that approach for
               | introductory courses, but that approach will start
               | trending towards an F in junior/senior level courses.
               | 
               | Sure, I agree with you that pedagogy can be improved, but
               | I expect that 80% would at best become 60% if all you
               | focus on is pedagogy.
        
               | BobaFloutist wrote:
               | Why should pedagogy ever end? That's like saying at some
               | point in health care medicine must end and you're
               | responsible for your own treatment. What are the
               | professors for, doing research and abusing their grad
               | students?
        
               | mnl wrote:
               | The idea is becoming intellectually independent, arriving
               | in the stage of self-pedagogy if you like. Peer learning
               | when there's the chance.
               | 
               | You can't realistically expect that there will always be
               | someone up the ladder to explain things to you. I mean,
               | who explains stuff to the professors if it worked like
               | that?
        
               | Folcon wrote:
               | You seem to have a very individualistic notion of
               | education.
               | 
               | Even at the research level we are not independent islands
               | of learning and discovery. People collaborate, some
               | pickup certain concepts better than others and vice
               | versa. So we teach and aid each other.
               | 
               | It seems you're firmly against this notion? Or if not
               | please clarify your position?
        
               | mnl wrote:
               | I mentioned peer learning, collaboration is that.
               | 
               | I think everyone should be capable of working alone as
               | well, and that has been the general assumption around as
               | far as I've noticed. Of course collaboration is usually
               | way more productive and also unavoidable.
               | 
               | But we were talking about education. Theses are
               | individual for a reason.
        
               | lordnacho wrote:
               | When you get to university, the lesson is very much that
               | you have to learn things yourself. I found that the more
               | decorated the professor, the worse he was at explaining
               | anything, due to some mixture of being unable to go back
               | to a state of ignorance and being in a seat where his
               | main responsibilities are elsewhere (grant
               | applications!). I'm talking about 1or2-to-one tuition
               | here, done several times a week to kids who did very well
               | in high school.
               | 
               | Yes, you have to shed the expectation that others will
               | teach you, I agree with that. In the end, people slogged
               | through by doing a bunch of reading from various sources.
               | It is maybe the main lesson of university for everyone:
               | you're not in high school anymore, you won't just learn
               | whatever the guy says while talking to you. It's quite
               | the shock if you had actually good teachers at school.
               | 
               | The thing is though, you can still demand good teaching
               | materials. Textbooks have to explain things in the
               | clearest way possible. They shouldn't be confusing,
               | especially considering they end up being the main source
               | for just about everything. In this modern world where
               | there are online lectures and textbooks, there's no
               | reason we can't all have the very best explanations of
               | every relevant concept. Yes, of course as a student you
               | still have to put in the time, but the materials ought to
               | be the very best.
        
             | starcraft2wol wrote:
             | > people continue to find new and better ways to explain
             | and illustrate concepts
             | 
             | I strongly disagree. All the best math and CS books I have
             | are old.
             | 
             | New books about old topics tend to be less informed about
             | the context and core ideas that led to their development.
        
               | da39a3ee wrote:
               | Then you are objectively wrong. Look at Grant Sanderson's
               | explanation of introductory Linear Algebra. Very
               | obviously it adds something good to complement the best
               | paper textbooks on the subject.
        
             | cyberax wrote:
             | > Have you looked at for instance Khan Academy's Grant
             | Sanderson (aka 3Blue1Brown) Math videos? it's really
             | apparent there is a LOT of room for improvement in
             | pedagogy.
             | 
             | There is a study showing that you actually understand
             | material better, if you use the most primitive methods:
             | chalkboard and a lecture. Because you are forced to
             | visualize the material yourself, instead of being presented
             | with a ready-made animation.
             | 
             | It probably makes sense to use visual aids for students
             | that just can't grasp the concept, but I believe this will
             | only help in elementary math.
        
               | fn-mote wrote:
               | 1. I think the research shows that increasing the
               | cognitive load increases the retention. So in general,
               | when it is harder to learn something, you retain it
               | better.
               | 
               | 2. When I struggle with books it is because they do not
               | present the motivation behind what they are doing. Videos
               | and "more popular" articles can both provide the big-
               | picture motivation and overview. Sometimes, you have to
               | construct a motivation for yourself, based on what you
               | read. That's hard. Maybe you even invent something new in
               | order to understand a concept better. This approach is
               | slow, though. It's easier if someone explains to you why
               | a certain concept is "hard" or a point of view from which
               | the concept is "easy".
               | 
               | 3. I think students who build on a partial understanding
               | are not going to have a better time with videos. They are
               | in greater need of learning how to learn something than
               | they are of facts, but school does not teach that skill
               | (afaik).
        
               | WalterBright wrote:
               | I've suggested to college students that they leave their
               | laptops behind and attend lecture with pen and notebook,
               | and take notes. It makes things a lot more sticky in the
               | mind.
               | 
               | And do the homework problems. You'll never understand the
               | material without doing the problem sets.
        
           | washadjeffmad wrote:
           | I had a 1930s edition of a "radio physics" textbook as a
           | child, and because there could be no prior assumptions about
           | exposure or familiarity, it was filled with very complex
           | ideas explained so cohesively and coherently that, well, I
           | could understand.
           | 
           | The author knew that this book was for people who might be as
           | involved in the business of radio as its science or
           | engineering, so they wrote as much about the application
           | across every industry, breaking down the systems to the
           | component level and manufacturers, deployment, and ordering,
           | as they did the design and theory.
           | 
           | I learned how to evaluate a textbook from its structure and
           | style. It certainly wasn't designed for discrete lessons, and
           | the professor would have needed a diverse and practical
           | understanding to teach it effectively.
        
             | narrator wrote:
             | Do you have any ore information on that book? I would like
             | to dig it up at a local library. Is is this one perhaps? ht
             | tps://archive.org/details/dli.ernet.16412/page/n9/mode/2up
        
             | BenjiWiebe wrote:
             | I'd like to know which book it was.
        
             | commandlinefan wrote:
             | > complex ideas explained so cohesively
             | 
             | I wonder if the same thing isn't happening with computer
             | science. When I started studying the topic in the late
             | 80's, I was part of the earliest generation that actually
             | did, and everything seemed to be explicitly written with
             | the goal of making sense. Some things (like recursion and
             | pointers) were fundamentally complicated, but they were
             | made as simple as they reasonably could be.
             | 
             | My son is studying computer science in college right now
             | and I look at the way they present the material and it
             | often seems designed to confuse - I'll read it over and
             | then explain it to him the way _I_ was taught it and he'll
             | say, "oh my gosh, why don't they explain it that way?"
        
               | Raidion wrote:
               | I feel like teaching is mostly a one size fits all
               | endeavor, but people learn and think in different ways,
               | just like a processor is optimized for some operations
               | but not others.
               | 
               | Take simple arithmetic like 12x17. Some people do the
               | long form multiplication (carry the one..), some people
               | say it's 12x10+12x7. Some remember 12x12 from times
               | tables and go 12x12+12x5. Some people make it 24x8+12 =>
               | 48x4+12 => 50x4-8+12 etc. Some do it on the abacus in
               | their heads.
               | 
               | All valid, though some are slightly more optimal than
               | others. Good teachers empower alternative solutions and
               | try to help people connect what they already know to what
               | they already understand.
        
           | marcosdumay wrote:
           | The problem is that there is no good textbook for Classical
           | Mechanics out there. At least not on an introductory level.
           | 
           | It's funny that for the 19th century and the first few
           | decades of the 20th one physicists were so eager to simplify
           | and generalize their knowledge. With the side-effect of
           | learning quite a few surprising things from the work. And yet
           | for almost a century the goal is explicitly the opposite.
           | (It's almost like if Academia is in crisis...)
        
             | mnl wrote:
             | I learnt a lot of physics from Marion's 2nd edition (not SR
             | there though). An older and completely forgotten fine
             | textbook is W. Hauser's _Introduction to the Principles of
             | Mechanics_. Then you jump into Goldstein (the 1980 one,
             | again not SR there). It 's a good idea to buy any Schaum
             | book from Spiegel about this too, also for vector analysis
             | if you can't take a course on that.
        
               | marcosdumay wrote:
               | Yeah, in retrospect, I've set myself for failure with
               | that universal claim.
               | 
               | But the proof of failure is instructive :)
        
             | elteto wrote:
             | Taylor's is fairly "introductory" and it's fantastic. Very
             | well written.
        
             | dustingetz wrote:
             | No Bullshit guide to Math and Physics
             | https://minireference.com/
             | 
             | (serious reply, if it's insufficient for a freshman course
             | i propose following up with Feynman
             | https://www.amazon.com/Feynman-Lectures-Physics-boxed-
             | set/dp..., any objections?)
        
           | hoseja wrote:
           | The problem is that the pedagogy, as in, the best most
           | effective way to teach people things, _should_ improve
           | massively in 70 years. Whether it actually does, that is
           | another question.
        
             | housecarpenter wrote:
             | Should it really though? Maybe pedagogy is just hard and we
             | can't expect constant progress.
        
               | peterbell_nyc wrote:
               | Pedagogy, like any other field is constantly developing.
               | We are continually learning new and better ways to teach
               | materials and thus I think the continued evolution of
               | teaching materials has the potential to be a good thing
               | (and I've created curriculum for professional learning,
               | for grad school and for bootcamps).
               | 
               | It is true that just because a book in newer it is not
               | necessarily pedagogically better
               | 
               | It is also true that a poor selection of content or
               | understanding by the author could doom a book even with
               | better pedagogy.
               | 
               | All that said, I love the idea of OSS books/exercises for
               | teaching - I don't know if a sufficiently engaged and
               | competent (domain + pedagogy) would evolve around and/all
               | of them, but it'd be a fine experiment to try!
               | 
               | It would also be great training material for LLMs to help
               | them to tutor using more thoughtful metaphors and
               | examples.
        
               | irchans wrote:
               | I think that researching pedagogy is very difficult, and,
               | like many scientific fields, it is hard to reproduce
               | results found in papers. (I am not an expert in this area
               | -- I am just a former teacher with around 10 years
               | teaching experience.) One of the main things I notice is
               | that standardized test scores are not really improving. I
               | think that high school students today would score about
               | the same as high school students in the 1980's if they
               | were given the same multiple choice tests. This implies
               | to me that the field has not advanced a lot. I do think
               | that LLMs and other computer based teaching could help.
        
             | BobaFloutist wrote:
             | The problem is, like many social sciences, people refuse to
             | apply the scientific method to pedagogy and would rather
             | lean on vibe-based "theories".
        
           | sheepshear wrote:
           | Your response does a pretty good job demonstrating the
           | internal challenges universities face. The interest in making
           | a change was motivated by unmet needs, and it's not going
           | away until those needs are met. The only way to deal with
           | people who won't meaningfully engage in the problem solving
           | process is to go around them.
        
             | mnl wrote:
             | A textbook should be provided for reference. Copying its
             | contents on a blackboard isn't teaching. You still have to
             | design your course. There's goals to meet, you have to
             | evaluate where your students come from and your job is
             | getting them there.
             | 
             | Besides pedagogy, in college you have to respect your
             | students as studying adults and give them a proper
             | bibliography, emphasizing references for independent study
             | if they don't like your lecture notes, nor your approach,
             | nor whatever.
             | 
             | I understand what a university is, I also understand and am
             | qualified in secondary education and it would be incredibly
             | depressing turning colleges into extended high schools
             | because of business models. That would be exploiting
             | students, I never agree with that.
        
               | sheepshear wrote:
               | I actually completely agree with everything you wrote.
               | I'm also very familiar with the ongoing battle between
               | education and training.
               | 
               | What I'm talking about is expanding options to meet
               | additional education needs. Since universities are a
               | shared resource, any solution must be carefully designed
               | to preserve the ability to continue providing existing
               | services. That's difficult to achieve, so I understand
               | the obstructionist response.
               | 
               | All I'm saying is that if you position yourself as an
               | obstructionist, don't be surprised when you're treated
               | like one.
        
               | mnl wrote:
               | I'm very adaptable nowadays. It's just that I think I
               | know which things should work, but I'm not fighting
               | society, particularly not on this.
               | 
               | The thing with giving the public what they want and being
               | too much of a pragmatist is that we've seen it before.
               | 
               | Consider Western universities in the 17th century, they
               | were still there churning out degrees, but modern
               | science, mathematics and technology developed elsewhere.
        
               | sheepshear wrote:
               | The old one-size-fits-some approach is as pragmatic as it
               | gets. Society's education needs have grown beyond what
               | the old model can adequately service. We need new
               | solutions that don't cause regressions on the old
               | solutions.
               | 
               | You're right to protect your existing solution against
               | regressions, and there's value in revisiting old topics
               | in the new discussions, but you're not going to
               | constructively contribute much if you're unwilling to
               | engage with why so many people feel the need for
               | something different in the first place.
        
           | lanstin wrote:
           | I took Lebesgue integration and some pretty high powered
           | group theory classes in the 1989s and am retaking them now,
           | and I have to say the presentation now is much better. I
           | think having Terrence Tao blog about how stuff really works
           | makes a difference, at least for lower level grad classes. :)
           | and trying to present groups as the widely useful
           | abstractions they are instead of just a cute self contained
           | theory makes a difference.
           | 
           | Interesting to note we haven't got a text book for these
           | classes just lecture notes and a number of text books
           | recommended if we want additional presentations.
        
         | j7ake wrote:
         | This masochism also applies to classical music (eg violin).
         | Decades of rote before you're allowed to express your own
         | musical thoughts.
        
           | marcosdumay wrote:
           | There are plenty of alternative teaching methods for
           | instruments. (TBH, I don't even know what you are referring
           | to by "classical music", but yeah, some places can be quite
           | oppressive.)
        
           | gosub100 wrote:
           | I was going to make a variant of this comment.
           | $FAMOUS_COMPOSER's $REALLY_HARD suite is right there, you can
           | get the sheet music and it clearly says "play this note, then
           | play that one, then stop for a specific duration...and so
           | on". That _doesn 't_ $EXPLETIVE _mean_ that if you watch Khan
           | Academy 's video on how to play notes[1..n] you can play the
           | music according to the composer's specification.
           | 
           | I think people who are frustrated they can't grok diff eq in
           | a n-week course are likewise deluded. There is such a deeper
           | meaning those symbols on the page, and I suspect there is
           | simply no way to spoon feed it.
        
         | financltravsty wrote:
         | > Both fields embrace a sort of masochism and active desire to
         | keep knowledge impenetrable b/c it acts as a mechanism to feed
         | out the dummies. The system acts an an informal IQ test - that
         | maintains the prestige of the departments. If you're pigheaded
         | and clever enough to get through the masochistic torture is
         | that their undergrad textbooks then you're probably pretty
         | clever and so the prestige of the degrees is maintained.
         | 
         | In a twist of irony anyone could have predicted: this selects
         | for the middle of the bell curve, and not the right-hand tail.
         | 
         | I feel as though there are a set of personality qualities that
         | must not be present in order to achieve anything worthwhile.
         | Wasting time, frivolous activities, and fostering an outsized
         | ego are just a few.
        
           | marcosdumay wrote:
           | Yeah, the high-capability outliers are used to coast in any
           | subject and may or may not have time to adapt to the
           | laborious requirements before failing.
           | 
           | Also, anybody with "street-smarts" can see the cost-benefit
           | ratio and perceive the benefit is kept much smaller than some
           | other, easier subjects, while the cost is artificially
           | inflated.
           | 
           | What it does select is people that really love the subject.
           | And is at least a little bit smarter than average.
        
         | pif wrote:
         | > Both fields embrace a sort of masochism and active desire to
         | keep knowledge impenetrable
         | 
         | I have a PhD in particle physics, and I've been a researcher at
         | CERN with colleagues from multiple countries.
         | 
         | And I cannot understand what you are saying there.
        
           | michaelcampbell wrote:
           | > > If you're pigheaded and clever enough to get through the
           | masochistic torture is that their undergrad textbooks then
           | you're probably pretty clever and so the prestige of the
           | degrees is maintained.
           | 
           | > I have a PhD in particle physics, and I've been a
           | researcher at CERN with colleagues from multiple countries.
           | And I cannot understand what you are saying there.
           | 
           | Hrm.
        
             | pif wrote:
             | ???
        
               | jlokier wrote:
               | For what it's worth, I was a researcher at CERN with
               | colleagues from multiple countries, where I _turned down_
               | an offer to do a PhD in particle physics :-)
               | 
               | (A foolish career decision in retrospect.)
               | 
               | I think they are saying that if you were clever enough to
               | do physics at that level, you wouldn't understand the
               | problem being discussed. So when you said you don't
               | understand, you gave a live demonstration.
               | 
               | When you emphasised your physics credentials as if to say
               | the above didn't make sense _even_ to a physics-smart and
               | well-credentialed person, that pattern-matched even more
               | strongly with the idea that those who go far through
               | higher education institutes don 't relate to the problem
               | so don't tend to work on improvements.
        
               | pif wrote:
               | What I meant is that I think I know something about
               | academics in science in general, and in Physics in
               | particular.
               | 
               | Getting my PhD was not easy for me, as it wasn't for the
               | most people I met, because none of us is a so-called
               | genius. Rather, all of us had to put a lot of effort and
               | discipline in order to move on.
               | 
               | And never did we met any artificial obstacles or
               | deliberate difficulties. Physics is hard; it is as hard
               | as many other academic fields. You need focus, you need
               | discipline, and yes, you need passion to be able to keep
               | focus and discipline.
               | 
               | But you will be welcome if you try, and you will receive
               | a lot of help. Maybe you will find out it was not the
               | right choice for you and you will change your target, but
               | you will not be screened out and rejected just because.
        
         | baz00 wrote:
         | I don't think it's that at all. The real cause is just some
         | entirely institutionalised academics wrote the textbooks and
         | everyone else is copying it rote as if it's the way of doing
         | everything because that's all they know.
         | 
         | You need people from outside the echo chamber. I found The Open
         | University to be a considerably better education provider on
         | that basis than the red brick I attended quite frankly. The
         | material and tuition is far far far better.
         | 
         | Incidentally your point in Khan Academy is spot on. That's
         | basically OU but the material is miles better and it actually
         | leads to a qualification.
         | 
         | Example free course: https://www.open.edu/openlearn/science-
         | maths-technology/intr...
        
         | JadeNB wrote:
         | > Both fields embrace a sort of masochism and active desire to
         | keep knowledge impenetrable b/c it acts as a mechanism to feed
         | out the dummies. The system acts an an informal IQ test - that
         | maintains the prestige of the departments. If you're pigheaded
         | and clever enough to get through the masochistic torture is
         | that their undergrad textbooks then you're probably pretty
         | clever and so the prestige of the degrees is maintained.
         | 
         | I have been a on the mathematics faculty, including at some
         | decent places, for almost 20 years. I have never met a single
         | university mathematics teacher who thought this way. To the
         | contrary, we are delighted when someone shows even a spark of
         | interest or aptitude (hopefully both). Granted there are high
         | bars for reaching professional competence, but that's intrinsic
         | to the subject--and there is a welcoming place, in math
         | probably more than in any physical science, for amateurs as
         | well as professionals.
         | 
         | > As he observed, other departments will step in an do much
         | better. The best linear algebra class I had was a graduate
         | course in the electrical engineering department
         | 
         | It's worth noting that this isn't necessarily because EEs are
         | better teachers--although of course in any particular case they
         | might be--but because they can give you a course more focused
         | on your interests. Math departments wind up teaching many
         | courses populated largely, if not entirely, by non-math majors,
         | and we cannot be discipline experts in every field of
         | application in which students might be interested--nor, even if
         | we were, could we simultaneously teach one course in a way that
         | appealed simultaneously and particularly to the diverse
         | applications needed by _every_ student.
        
           | contrarian1234 wrote:
           | I don't think the line of thinking is directly "lets make
           | this painful on purpose" but there is a sense of - everyone
           | has to go through the same gauntlet and some people are just
           | not cut out of math/physics/etc. It's just the way of the
           | world. There is not direct desire to make the experience
           | better/smoother/easier than it was your generation.
           | 
           | I don't know how it is in the Math department, but in Physics
           | there is almost a sort of hazing that goes on, where some
           | subjects are just known for how grueling they are and how you
           | just have to go through it
           | 
           | "To the contrary, we are delighted when someone shows even a
           | spark of interest or aptitude" Not to read too much into it,
           | but this kinda hints at the problem. You're delighted at the
           | students that have passed your IQ test. There is generally
           | very little care given to the 70%+ of students that aren't
           | making the cut. The true horror is how many students are in
           | the class and not getting it. And the teachers are not
           | freaking out
           | 
           | From my university experience (which was a while ago) it was
           | abundantly clear that most students hate their math/physics
           | classes, were bored out of their skulls and the teachers are
           | only interested in the engaged students that are getting it.
           | 
           | What you should be "delighted" by is when you find a new way
           | to explain something that resonates with most of the class
        
             | zozbot234 wrote:
             | > You're delighted at the students that have passed your IQ
             | test. There is generally very little care given to the 70%+
             | of students that aren't making the cut.
             | 
             | That's because happy students are all alike, but every
             | unhappy student is unhappy in their own way. It's just not
             | feasible to care in depth about why any one of the 70%+ is
             | not learning effectively. They're probably missing some
             | prior topic that's effectively a prereq for the class, but
             | that's something that should be addressed by the student
             | themselves.
        
             | JadeNB wrote:
             | > What you should be "delighted" by is when you find a new
             | way to explain something that resonates with most of the
             | class
             | 
             | You are right, and I am! I don't think that's incompatible
             | with also being delighted when someone shows interest or
             | aptitude. In fact, the synergy is the best part, when
             | someone shows interest or aptitude _because_ they are
             | willing to put in the work to follow the pathway that I
             | have tried to open up for them.
        
             | quacked wrote:
             | I don't know why you're catching downvotes, I think you're
             | completely right. In my engineering curriculum in some
             | cases the teachers were openly hostile to students that had
             | a hard time understanding the material.
             | 
             | Professors of undergraduates don't seem to think from the
             | undergraduate perspective. Most undergrads have only ever
             | known school, and are just following directions while
             | fumbling their way to their first interview. From that
             | perspective it doesn't make any sense why some classes have
             | to be immensely difficult and high-stakes, and others can
             | be a little easier. From the graduated perspective, you can
             | see "the big well-intentioned lie"--in truth, no field can
             | be condensed into 16 weeks, even if you're studying it and
             | nothing else 14 hours per day. The more difficult a class
             | is, the closer it is to the truth that the class itself is
             | a carefully structured playground, and the real field is
             | more dizzyingly wide and complex than any student can
             | imagine. However, I don't see why this lesson has to be so
             | painful to students.
        
               | JadeNB wrote:
               | > In my engineering curriculum in some cases the teachers
               | were openly hostile to students that had a hard time
               | understanding the material.
               | 
               | While there's no excuse for it, I think faculty see so
               | much apathy on such a regular basis that sometimes it's
               | easy to mistake sincere struggle for a lack of desire to
               | engage. For precisely that reason, I try very hard to
               | recognize and reward my students who are willing to take
               | the time to work with me, whatever their existing comfort
               | or proficiency level with the subject is, but I know that
               | there are times (probably many more than I'd like to
               | imagine) when I don't rise to that ideal.
               | 
               | > Professors of undergraduates don't seem to think from
               | the undergraduate perspective. ... However, I don't see
               | why this ... has to be so painful to students.
               | 
               | I think you might underestimate how painful it is to
               | faculty, too! Most of us are in this for the love of our
               | subject, and many are even in it for the love of
               | teaching, and it's painful to have something that's so
               | beautiful and beloved for us be the cause of suffering in
               | others.
               | 
               | Anyway--while I completely agree that it would be better
               | if the learning experience could be the joy it should be,
               | and free of the pain that it often carries, I do wonder
               | if some of this might be intrinsic. There are certain
               | topics that are just difficult, and on their first
               | encounter with which most learners will find themselves
               | lost and confused. But those topics have to be, or are
               | believed to have to be, understood to be successful in
               | the field, so that loss and confusion will have to be
               | felt some time. Isn't it better if that's in the
               | classroom rather than on the job?
               | 
               | > The more difficult a class is, the closer it is to the
               | truth that the class itself is a carefully structured
               | playground, and the real field is more dizzyingly wide
               | and complex than any student can imagine.
               | 
               | This is a beautiful description. I know as a teacher that
               | I try to communicate this to my students, but also that I
               | surely fail much more often than I succeed.
        
               | quacked wrote:
               | > This is a beautiful description. I know as a teacher
               | that I try to communicate this to my students, but also
               | that I surely fail much more often than I succeed.
               | 
               | Thanks. There's an element of hopelessness in trying to
               | explain the immensity of human knowledge to someone who's
               | lived their entire life captured by mandatory schooling.
               | It's just not an interesting thought to most of them.
               | Their worldview has been so artificially limited that
               | attempts to explain the limitations of their
               | circumstances just appear to be more limitations. "Guys,
               | there are more than six hundred thousand mathematicians
               | working right now in the US, and they're working with
               | concepts first thought of as long ago as 3000 BC and
               | maybe earlier!" "Okay, will that be on the test?"
               | 
               | > Isn't it better if that's in the classroom rather than
               | on the job?
               | 
               | If only we were having this conversation in a bar instead
               | of a text forum. That's a huge question and it's clear
               | you're actually interested in talking about your thoughts
               | on it. It's also a subject that interests me.
               | 
               | When you say:
               | 
               | > But those topics have to be, or are believed to have to
               | be, understood to be successful in the field,
               | 
               | I think that's where the big disconnect comes from.
               | What's the point of school? Is it to know enough to be
               | useful at a job, or to plumb the depths of knowledge? Is
               | it some third thing? Ask any recruiter and they'll tell
               | you the new hires aren't prepared to actually do anything
               | useful, and ask any advisor and they'll tell you the new
               | graduate students aren't prepared to actually do anything
               | useful, so we can at least conclude that there's some
               | kind of disconnect going on. Students spend thousands of
               | hours and hundreds of thousands of dollars doing
               | something that does not actually adequately prepare them
               | for what people want them for.
               | 
               | I have a hundred different ideas about how to address
               | this. One thought I've been mulling over recently is that
               | a redefinition of grades is in order. From essay that
               | we're commenting on:
               | 
               | "My colleague's error consisted of believing that the
               | more testable the material, the more teachable it is. A
               | wider spread of performance in the problem sets and in
               | the quizzes makes the assignment of grades "more
               | objective." The course is turned into a game of skill,
               | where manipulative ability outweighs understanding...
               | 
               | In an elementary course in differential equations,
               | students should learn a few basic concepts that they will
               | remember for the rest of their lives, such as the
               | universal occurrence of the exponential function,
               | stability, the relationship between trajectories and
               | integrals of systems, phase plane analysis, the
               | manipulation of the Laplace transform, perhaps even the
               | fascinating relationship between partial fraction
               | decompositions and convolutions via Laplace transforms.
               | Who cares whether the students become skilled at working
               | out tricky problems? What matters is their getting a
               | feeling for the importance of the subject, their coming
               | out of the course with the conviction of the
               | inevitability of differential equations, and with
               | enhanced faith in the power of mathematics. These
               | objectives are better achieved by stretching the
               | students' minds to the utmost limits of cultural breadth
               | of which they are capable, and by pitching the material
               | at a level that is just a little higher than they can
               | reach."
               | 
               | At the undergraduate/introductory level, the only
               | important question is "what awareness do you have of the
               | breadth of this field, and what mastery do you have over
               | the concepts that most agree are its "most fundamental"?
               | You and I both agree that class is a "playground", and
               | any "grade" is in fact meaningless. Rather than assigning
               | As, Bs, Cs etc. as a percentile of subjective completion
               | of arbitrary problem sets, As-Fs should be assigned at
               | the discretion of the instructor as a holistic assessment
               | of oral and written examination, completion of problems
               | and problem sets, participation in the class, and general
               | wisdom.
               | 
               | Students would of course resist this. They _want_ to be
               | graded on impartial, meaningless criteria. That 's how
               | they're taught from third grade, and it's the method that
               | allows for the least possible interaction with the
               | material. The only reason they want these grading
               | criteria is so they can plan to spend as little time as
               | possible on the class. This method of approaching
               | learning simply has to be broken at every level of
               | education. You shouldn't even have a GPA until college.
        
               | JadeNB wrote:
               | > At the undergraduate/introductory level, the only
               | important question is "what awareness do you have of the
               | breadth of this field, and what mastery do you have over
               | the concepts that most agree are its "most fundamental"?
               | You and I both agree that class is a "playground", and
               | any "grade" is in fact meaningless. Rather than assigning
               | As, Bs, Cs etc. as a percentile of subjective completion
               | of arbitrary problem sets, As-Fs should be assigned at
               | the discretion of the instructor as a holistic assessment
               | of oral and written examination, completion of problems
               | and problem sets, participation in the class, and general
               | wisdom.
               | 
               | I'm not completely sure I agree that this is the solution
               | --if we're re-inventing grades anyway, then I'd like to
               | do something more radical than using the same old A-F and
               | just interpreting them differently (although, even if
               | given free rein to do whatever I liked, I don't know what
               | I _would_ do!)--but I definitely agree that grades, and
               | the standard approach to them, are the most pernicious
               | part of  "education" (in the sense of the current
               | schooling system). If there were any way to get away with
               | it, then I would be happy to--indeed, I would prefer to--
               | have all evaluative exercises be diagnostic and
               | informative, only for the students' benefit, and to
               | assign no grade at all, or an A for everyone; but this
               | seems incompatible with a modern university structure
               | (and anyway is essentially forbidden by university
               | administration).
        
               | selimthegrim wrote:
               | I mean, have you ever taught a class? Do you know how it
               | feels when we make sure a topic is covered both in class
               | and recitation with plenty of time for questions and the
               | students still stuff it?
        
               | quacked wrote:
               | No, I've never taught a class, so it's possible that the
               | experience of teaching as a professor would irrevocably
               | change my opinion. However, I have spent a lot of time
               | tutoring math and directing bands and choirs, so I'm
               | familiar with the frustration that comes from explaining
               | concepts and then assigning necessary work with plenty of
               | time to do it and then having people still show up
               | unprepared.
               | 
               | I believe that there is a negative feedback loop in the
               | current model of schooling: unprepared students produce
               | jaded instructors produce unprepared students. The big
               | problem with the current lecture method is that any
               | interruption of the momentum of the course for the
               | students' own personal benefit comes with a social cost,
               | so it's better to just shut up and pretend you know
               | what's going on. Furthermore, many lectures build on
               | themselves, so if you misunderstand a concept at minute
               | 3, by minute 20 you're checked out and by minute 50
               | you're clock-watching. That's why so many math lectures
               | are silent with the exception of the occasional
               | interjection from a star student.
               | 
               | Combine this with the fact that most students are
               | insufficiently prepared for course material in the first
               | place and you end up with modern STEM college: kids who
               | don't get the material slogging through piles of
               | completion-based assignments and exams and putting in the
               | minimum amount of work to get the degree, after which
               | most get the exact same job they'd have gotten if they'd
               | worked harder anyway. They're almost incentivized against
               | deep examination of any one topic, because all time spent
               | working on one assignment incurs a cost against other
               | assignments, or against leisure.
               | 
               | There are so many issues with the way education works at
               | scale in the first world that going down any pathway
               | would take a thousand words, so I'll sum up by saying
               | that I believe that you have a point, and I also believe
               | that the majority of undergraduates are underprepared,
               | entitled, have underdeveloped work ethics, and lack both
               | the discipline and drive necessary to really get
               | something out of their education. However, I still think
               | that the extreme burn-out classes cause more detriments
               | to higher education than they bring as a whole.
        
         | mhh__ wrote:
         | There is nuance to this.
         | 
         | It's not so much a habit of being deliberately arcane as, in my
         | opinion at least, badly attempting to keep the sense of the
         | sublime that engineering departments often lose touch with.
         | 
         | I went to a pretty shit physics department, but there were
         | glimpses of beauty. The engineering department was more
         | professional, better run, definitely more fun if you like the
         | thrill of actually making something, but as engineers theory is
         | just a means to an end, so I would've been bored on some
         | fundamental level.
         | 
         | Aside:
         | 
         | As a (I suspect) dyslexia diagnosis in-waiting I am a sucker
         | for really good, crisp typesetting. Old books often struggle
         | with that (e.g. particularly curly non-latin characters are
         | almost unreadable for me), but reasoning is timeless.
         | 
         | Landau & Lifshitz is old, ugly, a bit terrifying, and yet
         | timelessly brilliant. Difficult, but in a physically
         | challenging way rather than the more modern, Grecian-thinking,
         | rigour-by-nomenclature style found in modernity.
        
         | yawboakye wrote:
         | given the current political environment i think we should
         | protect and promote old textbooks as much as possible. they're
         | lean, devoid of ceremony, makes no assumptions about
         | race/gender/political orientation/socioeconomic status of the
         | students as they work their way through the foundations of the
         | subject. for a modern example of mumble jumble junk, with so
         | much presuppositions about your intelligence, see the rust
         | book[0]. it's a tough book to study because it wastes so many
         | words saying nothing at all. many people have used it yet rust
         | lifetimes and borrow checker semantics is as arcane and elusive
         | as the holy grail.
         | 
         | [0]: https://doc.rust-lang.org/stable/book/
        
         | zopa wrote:
         | Curricula are hard to change for the same reason widely-used
         | apis are hard to change: it's the downstream dependencies.
         | There's a shared understanding of what "took undergrad
         | differential equations" means, and breaking from that has a
         | cost. If you teach differently, your students will be at a
         | disadvantage because they won't know the things futre courses,
         | tests and employers expect them to know. Maybe that will be
         | outweighed by the objectively superior education you'll have
         | provided with your bold new approach, and maybe not.
         | 
         | Not that we should give up and resign ourselves to outmoded
         | received pedagogy, but these are hard breaking changes and we
         | should set our expectations accordingly.
        
           | dooglius wrote:
           | One argument TFA makes is that a lot of the material is not
           | ever subsequently used.
        
           | kjkjadksj wrote:
           | Otoh biology classes don't suffer from this as much.
           | Textbooks are routinely updated to reflect new
           | understandings. Professors seem to have a lot of choice with
           | what they cover, often highlighting their own subfield where
           | they can speak more to it. Physics classes in comparison felt
           | like a factory. You'd also pay twice as high a lab fee as any
           | biology or chemistry lab to play with 40 year old brass
           | weights and frictionless cars.
        
         | brocha wrote:
         | Makes me think of Jackson's electrodynamics - yit always seemed
         | to me a hazing ritual. I remember a story of someone asking him
         | a question from the book and he basically said "how the hell
         | would I know?"
         | 
         | I enjoyed the book and class myself but it did not make me a
         | better physicist, just a better mathematician
        
         | BeetleB wrote:
         | > Both fields embrace a sort of masochism and active desire to
         | keep knowledge impenetrable b/c it acts as a mechanism to feed
         | out the dummies.
         | 
         | Did you go to a top university? And did you study physics in
         | grad school? I find this statement amusing given how easy the
         | undergrad curriculum was compared to grad school physics.
         | 
         | In my undergrad, physics was challenging only in that you
         | needed a good command of the mathematics. If you had that, the
         | actual instruction (and textbooks) were of average difficulty.
         | 
         | But again, experience may vary from university to university.
         | Certainly I can see professors who could have made it much
         | tougher if they wanted to.
         | 
         | As for the rest of your comments in this thread: Sorry, but to
         | me this is another HN thread where people insist it _can_ be
         | taught better, and teachers are being irresponsible in not
         | finding such approaches, but with very little actual proof that
         | it can be as good as imagined. It 's not like you have concrete
         | examples of better pedagogy to pointed out.
        
         | trashtester wrote:
         | > The system acts an an informal IQ test
         | 
         | Undergrad textbooks in Physics may be somewhat challenging. But
         | the graduate texts (at least in theoretical Physics) tend to be
         | MUCH harder, especially if your undergrad degree didn't include
         | several courses of abstract algebra and topology.
         | 
         | Ideally, physicists should have Geometric Algebra (Clifford
         | Algebra) as part of their undergraduate classes. But at least
         | when I went to Uni, there was no space in the undergrad tracks
         | for this level of math.
        
         | frognumber wrote:
         | I have a lot of expertise in this domain:
         | 
         | > I had a lot of hope for things like Khan Academy, but the
         | issue is video is not text and it's hard to iterate and improve
         | on.
         | 
         | Not the issue.
         | 
         | > I really wish textbooks with open licenses would take over
         | and they could be reworked and improved year after year by
         | different people
         | 
         | The issue.
         | 
         | There actually isn't even a good open content license,
         | analogous to the GPL-style licenses. Improving on video means
         | having access to the source files. Ditto for interactive
         | activities. Khan Academy is designed to look as open as
         | possible, while withholding just enough and being just mean
         | enough with license to make any sort of reuse a hopeless
         | endeavor.
         | 
         | With the proper piece in place, video is very possible to
         | iterate upon.
        
         | Q_is_4_Quantum wrote:
         | >I really wish textbooks with open licenses would take over and
         | they could be reworked and improved year after year by
         | different people
         | 
         | Could anyone explain to me how they think this might work in
         | practice?
         | 
         | I am presently producing an undergrad textbook in quantum
         | theory. I have two motivations: 1. IMO the "qubits first" (ie
         | teach finite-dimensional QM before wave mechanics) approach to
         | introducing the theory is superior (basically only Feynman did
         | it of all the "classic" books) and 2. I'm involved in third
         | world education and I want the book to be freely downloadable.
         | 
         | Now its a _lot_ of work despite having taught the course
         | multiple times and produced comprehensive lecture notes etc.
         | Once its done I am sure I will not have the time to keep
         | updating it, expanding on the problem sets and so on. A former
         | student on the course is helping with the conversion and he
         | will be a co-author, but like me he sees it as a service not at
         | all about producing a product. So I think we 're both very open
         | to the idea of such "open license".
         | 
         | Given all that here are the kinds of questions that immediately
         | arise:
         | 
         | - Mechanically how should one make the book available for such
         | re-working? Put the source files on github? (Not something I've
         | ever used, but I know roughly how it works).
         | 
         | - Via what mechanism does someone get to be credited for work
         | they might do on better versions?
         | 
         | - Who decides what is the current "definitive" or "best"
         | version? I will have a separate website for the book so I guess
         | new versions can be announced there. But one way or the other I
         | won't be involved forever.
         | 
         | - QM is fraught with crackpots, people who have whacky ideas on
         | how to explain things and so on. Can they be prevented from
         | "taking over", rewriting large chunks into (what I would view
         | as) nonsense and so on? Note that presumably my name would
         | still be associated with the new versions, so the issue is
         | primarily not lending credence to stuff I fundamentally
         | disagree with, not that they shouldn't be allowed to go do
         | their thing.
         | 
         | - We will make a POD service available for purchasing
         | hardcopies, the (expected to be small) royalties from which
         | would be donated to third world physics/math education. Is
         | there some license that can ensure any subsequent use of the
         | material is also similarly non-profit?
         | 
         | I can see some (though not perfect) analogies with open-source
         | software, so perhaps someone here has useful ideas about this
         | kind of thing already...
        
       | EsportToys wrote:
       | Speaking of 2nd-order linear ODEs w/ const factor (a.k.a. mass-
       | spring-damper systems), I wrote a blog post[0] deriving all
       | possible general solutions in a concise matrix that makes it
       | easily implementable in code.
       | 
       | The following is the complete solution in Lua:
       | function sprung_response(t,pos,vel,k,c,m)           local decay =
       | c/2/m           local omega = math.sqrt(k/m)           local
       | resid = decay*decay-omega*omega           local scale =
       | math.sqrt(math.abs(resid))           local T1,T0 = t , 1
       | if resid<0 then              T1,T0 = math.sin( scale*t)/scale ,
       | math.cos( scale*t)           elseif resid>0 then
       | T1,T0 = math.sinh(scale*t)/scale , math.cosh(scale*t)
       | end           local dissipation = math.exp(-decay*t)
       | local evolved_pos = dissipation*( pos*(T0+T1*decay) + vel*(   T1
       | ) )           local evolved_vel = dissipation*( pos*(-T1*omega^2)
       | + vel*(T0-T1*decay) )          return evolved_pos , evolved_vel
       | end
       | 
       | [0] https://esporttoys.pages.dev/2022/11/21/damped
        
         | pastage wrote:
         | This is a good example. That was math heavy, it took me too
         | long to parse for basic understanding and honestly I am not
         | sure I got it right. The LUA code was easy to understand even
         | though those variable names force you to read all the code, and
         | guess what is what.
         | 
         | It has been a long time since I did diff eq at work, and I
         | agree with the PDF the more I knew the less I understood. I
         | dont know why I need to have the math tainted by the unclean
         | reality to understand, and if that hinders my understanding of
         | them.
        
         | wiredfool wrote:
         | My grad school was basically working through F=Ma-Cv-Kx in all
         | it's expanding varied glory, working up to full blown finite
         | element analysis.
         | 
         | Ultimately it all comes down to choosing the most convenient
         | basis functions for the questions you're answering.
        
           | JadeNB wrote:
           | > My grad school was basically working through F=Ma-Cv-Kx in
           | all it's expanding varied glory, working up to full blown
           | finite element analysis.
           | 
           | If I'm understanding correctly, you want another = there for
           | a standard damped spring: F = ma = -Cv - Kx.
        
             | denotational wrote:
             | F is a forcing function, not the resultant force. It's
             | often arranged this way with all the derivatives on one
             | side (as opposed to having the resultant force, ma, on one
             | side of the equality by itself) so that it matches the
             | general form of a non-homogeneous second-order linear
             | differential equation.
             | 
             | (At least I assume this is what the original commenter
             | meant!).
        
       | thorin wrote:
       | If when I started learning about calculus at 14/15 someone had
       | explained why we were doing this it would have made it so much
       | less confusing. Explaining in terms of
       | speed/distance/acceleration seems to make complete sense now (one
       | of several potential examples). However discussing a function and
       | talking about splitting in into small (infinitesimal) strips of
       | delta quantities and a list of equations / proofs made it
       | completely dry and uninteresting. I don't think I had any ideas
       | one what was going on until it was mentioned in physics several
       | years later.
        
         | ajkjk wrote:
         | Physics doing the work of actually teaching math is a universal
         | embarrassment to math departments. Or, well, it should be.
        
           | f1shy wrote:
           | I remember my first calculus exam at the University: I made a
           | lot of explanations and justifications based of physics. Of
           | course I did not pass. As I asked why? It was all correct,
           | right? The prof. said "is perfect reasoning, but this is the
           | math department, physics is one floor below"
        
             | DoughnutHole wrote:
             | He's right - intuitive physical reasoning is useful (and
             | often valid in the applied sciences) but it isn't rigorous
             | mathematical proof.
             | 
             | Some areas of mathematics are applicable to physical
             | realities, but they aren't defined by those realities.
        
               | ajkjk wrote:
               | Yeah it's not rigorous. The tragedy is that the
               | organizations responsible for teaching math, like how to
               | do it and how to understand things mathematically, _for
               | other purposes_ , would rather waste their time on rigor.
               | 
               | No problem with there being a rigorous math department.
               | For mathematicians. But, quite literally, no one else
               | cares. Mathematicians and everyone else are at crossed
               | purposes, and the mathematicians _are wrong_ to choose
               | their purposes over their students ' needs.
               | 
               | Uh... Not that I'm defending the previous poster. Just
               | griping about rigor in general. Physical arguments for
               | mathematical problems are rarely sound, and I'd assume
               | that an undergraduate who thinks they have made a sound
               | one is wrong until reading it to see.
        
               | eigenket wrote:
               | I quite strongly disagree with this. Mathematicians
               | aren't rigourous just for the hell of it. We have
               | examples where a lack of rigour caused a bunch of people
               | to waste a bunch of time working of stuff that ultimately
               | didn't work at all.
               | 
               | For example the Italian school of algebraic geometry
               | caused the waste of legitimately decades of work by many
               | people because the foundations weren't right: https://en.
               | wikipedia.org/wiki/Italian_school_of_algebraic_ge....
               | 
               | Part of the purpose of a maths degree is to teach the
               | students the rigour required to be a mathematician. If
               | you don't want to learn that rigour then thats completely
               | fine, you can use physical or intuitive arguments, but
               | the place to go and do that is in the physics or
               | engineering departments.
               | 
               | I agree mathematicians would be _wrong_ if they were
               | forcing their rigour on physics students or whatever, but
               | I think they 're emphatically _right_ to teach it to
               | maths students.
        
               | zozbot234 wrote:
               | On the other hand, if you want full and complete rigor
               | that means formalizing things in a computer-based proof
               | checker. Now, that can often reveal ways to refactor the
               | argument into a cleaner, more elegant, more intuitive
               | proof, which is why full formalizations are often
               | regarded as publishable work - but the other side of it
               | is that dotting all the i's and crossing all the t's does
               | take a whole lot of effort since some published proofs
               | are not nearly as clear as they're supposed to be.
        
               | eigenket wrote:
               | I agree that some published proofs are not as clear as
               | they're supposed to be, but I disagree that formalizing
               | things in computer-based proof checkers is the way
               | forward there. Computer proof checking is cool, but its
               | an augment to what we already do and not not a substitute
               | for it.
               | 
               | The purpose of a published paper is to explain things to
               | other humans, while that of a computer formalization is
               | to explain things to computers. Just as it is generally
               | not easy for a computer to understand a published proof,
               | it is usually not easy for other mathematicians to
               | understand the code you feed to Lean or whatever.
               | 
               | The stuff you need to focus on to get a computer to
               | accept your proof is usually quite different to the stuff
               | you want to focus on when explaining things to
               | colleagues. Roughly speaking we care about _why_ you 're
               | doing things, while the computer cares about the
               | intricacies of _what_ you 're doing.
        
               | ink_13 wrote:
               | > No problem with there being a rigorous math department.
               | For mathematicians. But, quite literally, no one else
               | cares
               | 
               | As someone who did an undergrad in mathematics, I have to
               | disagree with you here. People think math is about
               | numbers and computation, but that's like saying
               | literature is about letters and composition.
               | Fundamentally, mathematics is the study of things that
               | are provably true. Without rigor it's not math.
        
               | ajkjk wrote:
               | That's just false. What physicists (and engineers, etc)
               | are doing is also math and it's way more useful and
               | insightful.. and (imo) the world would be a better place
               | if that's what everyone else was also learning in
               | college. The idea that math is _only_ about rigor isn 't
               | intrinsic; it's a historical accident that people seem to
               | not realize is optional. It is also about understanding
               | things and being able to wield concepts to accomplish
               | goals or convey understanding to others.
        
               | ink_13 wrote:
               | Novelists and lawyers both do writing, but I wouldn't
               | call their output the same thing. You might call legal
               | writing more useful or novelists more insightful, but
               | that's a matter of opinion. One is not intrinsically more
               | valuable than the other.
               | 
               | > The idea that math is only about rigor isn't intrinsic;
               | it's a historical accident that people seem to not
               | realize is optional
               | 
               | I mean, it is by definition. To a mathematician, doing
               | calculations is not mathematics, no more than spelling is
               | doing poetry. Which is not to say that doing calculations
               | is without value! I think what we have here is
               | (ironically) an unrigorous definition.
        
               | nuancebydefault wrote:
               | > Study of things that are provably true.
               | 
               | Why would you study such trueness if whether you know it
               | is true or not does not have any added value in the
               | physical world?
        
               | ink_13 wrote:
               | I don't even understand the question. Is there in truth
               | no beauty? Why do anything that doesn't add value to the
               | physical world?
        
               | nuancebydefault wrote:
               | It seems you did understand the question and I thank you
               | for your answer, it is helpful.
        
               | nuancebydefault wrote:
               | If some mathematics are not applicable to physical
               | realities, to what are they applicable? Is there any un-
               | applicable math and if so, why does it even exist?
        
               | jampekka wrote:
               | Maybe depends on what's meant by application, but I'd say
               | a lot of, probably most, research-level math has no
               | (clear) practical applications and most research is not
               | done from the PoV of applications or relationship to
               | physical reality. Math is study of formal systems, sort
               | of "what can and can't follow from some set of formal
               | rules".
               | 
               | It's more a surprise that some rulesets map to physical
               | world as well as they do [1].
               | 
               | For some there may be very important ones in the future
               | like e.g. number theory got in cryptography. But for
               | example just knowing whether P=?NP or if the Riemann
               | hypothesis is true probably has no "physical reality"
               | direct applications.
               | 
               | [1] https://en.m.wikipedia.org/wiki/The_Unreasonable_Effe
               | ctivene...
        
               | nuancebydefault wrote:
               | So if the application is not visible today, it might
               | appear tomorrow. In fact that makes sense.
        
               | sampo wrote:
               | Up until about World War II and use in cryptography,
               | number theory was pretty much an un-applicable field of
               | mathematics.
        
               | nuancebydefault wrote:
               | Pretty amazing that someone discovered and explored
               | number theory without knowing if there would be an
               | application to it. Hopefully they lived to see its usage.
        
               | guhidalg wrote:
               | Fiction writing exists, should it not be enjoyed?
               | Sometimes mathematicians invent things before scientists
               | discover how to apply it.
        
             | monista wrote:
             | And they were right imho. Having a clear notion of a
             | subject is good for both physics and mathematics, but
             | what's good for physics or engineering, is not enough for
             | math, in math, you also need rigorous reasoning, or you'll
             | fall into subtle mistakes.
        
               | HelloNurse wrote:
               | Fundamentally, without _sufficient_ rigor there can be no
               | proofs;  "maybe" and "someone says so" aren't good
               | theoretical building blocks.
        
           | regularfry wrote:
           | It's worse than that. I remember that when I was doing
           | physics aged 14/15/16, they weren't allowed to assume that we
           | were taking the maths course that included calculus, so while
           | you could see these repeating patterns crop up (half-thing-
           | squared, you say? How peculiar) they were effectively
           | prevented from taking the time to explain it properly. It
           | would have made things _so much simpler_.
        
           | Workaccount2 wrote:
           | Many math teahcers (and likely mathematicians) could not care
           | less about the real world applications of math. My college
           | calculus teacher had no interest in physics or science. She
           | liked math in the same way someone would like doing a
           | crossword or Sudoku. A puzzle game with a well defined rule
           | set and the challenge of finding answers.
           | 
           | I cannot overstate how destructive this is, because it
           | basically presents math as this arbitrary logic game rather
           | than as a fundamental language of the universe.
        
             | anon291 wrote:
             | > I cannot overstate how destructive this is, because it
             | basically presents math as this arbitrary logic game rather
             | than as a fundamental language of the universe.
             | 
             | You are making a clear philosophical assumption yet don't
             | realize it. Is math really the 'fundamental language of the
             | universe'? or is it an arbitrary logic game that, in its
             | most common interpretation, describes the universe well?
             | Given that we have no full formulation of the universe in
             | terms of mathematics (no theory of everything), the claim
             | that mathematics as it is today is the 'fundamental
             | language of the universe' seems laughably wrong.
             | 
             | On the other hand, there are thousands of formal
             | mathematical systems that don't describe anything 'real' as
             | far as we can tell. I mean, the entirety of the lambda
             | calculus was developed before there were any computers that
             | could realize any it in any physical system. Yet, its
             | development has proven incredibly important in the entire
             | foundations of mathematics (many theorem provers, etc are
             | based on some variant of lambda calculus).
             | 
             | I'm not denying that some people learn calculus, algebra,
             | etc (i.e., standard high-school/early college maths) with
             | physical systems in mind. However, mathematics is much more
             | than that and limiting the field only to that which we can
             | sense is actually detrimental to mathematical progress as a
             | whole. It seems best to me to encourage purely mathematical
             | thinking itself in the hope that the arbitrary systems
             | humans create may one day be used to describe something.
             | History is littered with 'useless' subfields of math later
             | becoming fundamental to the economy (number theory and
             | elliptic curves to cryptography, lambda calculus to
             | computation, group theory to quantum physics, etc)
        
               | ajkjk wrote:
               | Personally I don't care that it's about _physical_
               | things. But I care that it 's about _doing_ things:
               | understanding concepts intuitively, solving problems,
               | being adept at thinking mathematically. The thing that is
               | not useful is tedious definitions and tedious proofs.
               | 
               | A simple example is: nobody needs a _proof_ of how
               | differentiation or integration work. They need to know
               | how to do it, think with it, apply it to problems, and
               | generalize it. The proof is a tool for not being wrong,
               | and that is a perfectly fine thing for mathematicians to
               | do and a waste of everybody else 's time (unless they
               | really need convincing).
               | 
               | It is an absolute travesty how many people enjoy math
               | until they get to their first college class which is
               | taught by a disconnected mathematician that ruins the
               | subject for them. At my school everyone stopped at
               | multivariable because that's the level at which
               | mathematicians systematically ruined math -- by teaching
               | and testing _the wrong stuff_. Personally, I survived by
               | the skin of my teeth, and then later found physics and
               | _actually learned multivariable calculus_ and learned to
               | love math again. _Despite_ the efforts of the people who
               | were paid to teach it.
        
               | anon291 wrote:
               | > Personally I don't care that it's about physical
               | things. But I care that it's about doing things:
               | understanding concepts intuitively, solving problems,
               | being adept at thinking mathematically. The thing that is
               | not useful is tedious definitions and tedious proofs.
               | 
               | That's great. Not everyone does. Thinking simply via
               | formal systems is not inherently inferior to 'doing'
               | something with it. Both have their uses. In particular,
               | as I said, quantum mechanics would not be where it's at
               | today if it weren't for many pre-quantum mathematicians
               | pushing around symbols on a page.
        
               | Koshkin wrote:
               | > _nobody needs a proof of how differentiation or
               | integration work_
               | 
               | This "nobody" includes a lot of industry workers, e.g.
               | those in finance and economics, not only "pure"
               | mathematicians.
        
             | Koshkin wrote:
             | I would not call this "destructive." Solving problems is
             | fun in its own right, and things would start making sense
             | in their interconnection, regardless of whether they can be
             | applied to sciences or not.
        
             | eszed wrote:
             | I think you put your finger on a challenge fundamental to
             | teaching itself. Speaking as a (former, at least for now)
             | teacher, the concepts that I find most intuitive were
             | always the most difficult to teach, whereas skills I
             | struggled to master were the ones I was best able to
             | instruct. For problems in the second category I could
             | diagnose the gaps in my students' understanding or
             | application - likely because I'd faced them, or similar,
             | myself - and strategize an approach that would help.
             | Conversely, the subjects that I "got" without effort, left
             | me floundering (at least at first) to find an alternate way
             | to present to students.
             | 
             | (I suppose that's where the terrible canard of "those who
             | can't, teach" comes from. There's a kernel of truth to it,
             | of course, but the more generous and relevant point is that
             | success through effort is better preparation for teaching
             | than success through natural ability alone.)
             | 
             | My guess is not that your teacher would disagree that math
             | is "a fundamental language of the universe", just that she
             | spoke it so fluently that she wasn't well able to relate to
             | people who don't.
        
         | rudolph9 wrote:
         | I had a professor freshman year of college who offered the
         | question "How many times can you split the distance between me
         | and you in half?". Ultimately I arrived at the conclusion
         | infinity which forever more made the general idea of calculus
         | stick.
        
         | fatnoah wrote:
         | > However discussing a function and talking about splitting in
         | into small (infinitesimal) strips of delta quantities and a
         | list of equations / proofs made it completely dry and
         | uninteresting.
         | 
         | This was exactly my experience as well. I spent almost an
         | entire first semester with a C average, mostly because I
         | couldn't grasp what I was doing or why I was doing it. I still
         | remember my "Eureka!!!" moment of sitting in the school library
         | and working on a series of problems about water escaping a pool
         | through an every-widening hole in the side. At that point, it
         | all made sense, and I a) finished with mostly A's and b) was
         | the only one in my class to score a 5 on the AP test later that
         | year. I eventually went on to major in EE with a focus on
         | Signals Processing (including grad school), so I always find it
         | ironic that I went from not getting it all, to basically 8
         | straight years of nothing but Calculus.
        
         | phkahler wrote:
         | >> I don't think I had any ideas one what was going on until it
         | was mentioned in physics several years later.
         | 
         | This is where kids with an engineer parent have an advantage.
         | Such a parent can offer examples of how some of the math is
         | used in the real world. Once relevance is established it's OK
         | to point out that this stuff is often buried in software but
         | someone had to put that math into code form so we can all
         | benefit from it. "You may never use it, but you use tools that
         | use it under the hood" can be motivating when they're wondering
         | if it's all just weird busy work.
        
         | BeetleB wrote:
         | Although I studied calculus in a pure math perspective, I knew
         | enough physics to tie the two concepts together and it may have
         | benefited me some. For the most part, though, all I needed to
         | know was "integration = area under curve" and "differentiation
         | is computing the slope at a point on a curve" and most of the
         | first 3 semesters in calculus made sense from that perspective.
         | 
         | However, my concern with your approach is that those examples
         | help only if you are interested in physics (or whatever field
         | those examples come from). I worked at a math tutoring
         | institute for a few years and often saw that physics examples
         | in textbooks like Stewart's confused a lot of students who were
         | not that interested in physics. Not only do they have to learn
         | the math, they now have to learn physics concepts just to
         | understand the examples! There were plenty of students who
         | could do differentiation/integration, but struggled at the
         | questions involving physics.
         | 
         | Likewise, the department had a separate calculus course for
         | people in finance, economics, etc. That textbook had
         | applications in finance. All the tutors struggled to help those
         | students because we had to learn basic finance concepts to
         | understand the problems. And on the flip side, the students
         | ended up useless at solving calculus problems on their own -
         | but they could do the ones involving finance concepts.
        
         | jrgoff wrote:
         | I don't know how or where you learned calculus, but when I
         | learned it and when I taught it, the classes were filled with
         | physical world examples to motivate and train the material.
         | That said, my experience as a student reflected on as an
         | instructor, was that a lot of the explanation and example stuff
         | didn't have a lot of fertile ground in my mind yet when I was
         | first learning the material. I'm sure it helped, but there were
         | definitely times when as a grad student I reviewed the
         | foundational material and thought "This makes so much sense,
         | why didn't they teach me this when I was in high school?" only
         | to realize that almost certainly they had taught me that in
         | high school and I just didn't have the mathematical maturity
         | yet to retain it. I think I was also hampered in my chances of
         | learning the conceptual fundamentals because I was able to do
         | most of the work through a solid ability at algebraic
         | manipulation. While solid skills in algebraic manipulation is
         | quite important, I do think it would be a good idea to
         | restructure those classes so that a solid conceptual
         | understanding is also more necessary to pass the class. Of
         | course, easier said than done.
        
       | zzbn00 wrote:
       | Nicely written. But isn't a corollary that we should stop exams
       | in Maths (and Physics/etc/etc) degrees and just teach people who
       | want to learn, how much they want to learn?
       | 
       | Exams are for people designing bridges and doing surgery. Basic
       | science just learn and start doing some to see if it is for you.
        
         | zozbot234 wrote:
         | Exams are ultimately for the students' collective benefit; they
         | ensure that lecturers are teaching effectively, with good
         | learning outcomes. If you're someone who "just wants to learn"
         | and don't care for the rigor of a full Math/Physics curriculum,
         | that's one thing. But if you do care, exams are great.
        
           | zzbn00 wrote:
           | "The course is turned into a game of skill, where
           | manipulative ability outweighs understanding"
        
       | asplake wrote:
       | (1997)
        
       | Xcelerate wrote:
       | I went to grad school for chemical engineering a decade ago and
       | part of my frustration with the courses is that the math was
       | never rigorous enough; when I asked for clarification, the
       | inconsistencies were glossed over and hand-waved away.
       | 
       | The linked article mentions differential forms, which is a
       | perfect example. In engineering courses, these are often
       | introduced without any rigor or formality. They just "appear" as
       | a way of rewriting the equation. What is a "differential"? Who
       | knows. Is there some kind of axiomatic basis for how these
       | symbols can be manipulated in a consistent way? Who knows. But
       | here are the steps to solve the equation; good luck on the test.
       | 
       | Another example is the quantum chemistry class I took (my first
       | introduction to quantum mechanics). The professor mentioned
       | something about how you can take a measurement and collapse the
       | wave function of an electron; the probability of measuring its
       | position at any location in space is non-zero. I followed up with
       | some question about an experiment to confine the wave function
       | collapse to certain regions of space which could be used to
       | transfer information faster than the speed of light, which I
       | thought wasn't possible. My question was mostly met with a blank
       | stare and something along the lines of "this course doesn't cover
       | that" before the professor moved on.
       | 
       | The most egregious example was a grad-level course on statistical
       | mechanics. The professor mentioned something about the overall
       | wave function of the system being a Slater determinant of
       | individual wave functions. A student (not me) asked why we have
       | wave functions for individual particles and a separate one for
       | the overall system, and which was more "correct" fundamentally?
       | The professor replied that the wave functions for the individual
       | particles were more fundamental, and the overall wave function
       | for the system was just an approximation. I replied, sure, the
       | Slater determinant is a way of enforcing certain constraints that
       | must be met for the whole system, but one of the defining
       | features of quantum mechanics is that the function describing the
       | state of the entire system is generally inseparable; without this
       | we couldn't have entanglement. The professor dismissed my
       | response as incorrect and said students shouldn't challenge
       | professors on topics they don't know anything about. This was a
       | guy whose research career was built on dozens of computational
       | chemistry papers that heavily utilized DFT by the way (and by
       | "research", I mean plug a file with atom coordinates and atom
       | types into the DFT software, run the software, and publish the
       | results).
        
         | sesm wrote:
         | How big a system can be while maintaining a quantum
         | entanglement (also called 'quantum coherence') - is still an
         | open question. A very important one, because it affects quantum
         | computers. Experimentally researchers see, that a big enough
         | system can't maintain quantum coherence for long. If you want
         | to know about how this process is described mathematically,
         | search for 'quantum decoherence'. If you want to know about
         | possible physical interpretations, search for 'objective
         | collapse theory'.
        
         | BeetleB wrote:
         | For those not in the know: DFT = Density Functional Theory
        
         | anon291 wrote:
         | My experience as a math major is that most non-mathematicians,
         | including engineering and chem/phys professors, have a working
         | understand of math and don't think too deep about it.
         | 
         | > Is there some kind of axiomatic basis for how these symbols
         | can be manipulated in a consistent way?
         | 
         | Yes.
         | 
         | > This was a guy whose research career was built on dozens of
         | computational chemistry papers that heavily utilized DFT by the
         | way (and by "research", I mean plug a file with atom
         | coordinates and atom types into the DFT software, run the
         | software, and publish the results).
         | 
         | Again, large portions of academia simply stick to their small
         | subfield, publish there, and don't think much about the broader
         | implications, if they think about them at all. This is why so
         | many discoveries are made by new entrants to a field with a
         | slightly different background.
        
         | selimthegrim wrote:
         | DFT uses the Kohn-Sham approximation which is single particle
         | and is a ground state theory. There's definitely been research
         | along the lines you bring up in quantum chemistry but not in
         | DFT. You want to look at the Levy-Lieb density and maybe some
         | of Mazziotti's papers
        
       | dustingetz wrote:
       | they shipped the org chart
        
       | quacked wrote:
       | Nearly every educator I've ever learned from has unconsciously
       | insisted that learning material remain sterile, and never become
       | as funny and opinionated as this essay. For most students,
       | "learning" is outrageously boring until you get out of college
       | (or into graduate school) and suddenly learn through essays and
       | memoirs that what was presented to you for 12-16 years in a bone-
       | dry format as established gospel truth was actually the life's
       | work of sometimes dozens if not thousands of people, each of whom
       | fought through their own careers, formed their own views on
       | society, joked, married, divorced, died, squabbled, sniped, and
       | felt immense passion for the subjects they ended up distilling
       | into textbooks for us. Much of the information we learn as
       | students was at the time of its discovery controversial in the
       | extreme.
       | 
       | A few years ago I experienced a perfect example of this
       | phenomenon in a glassblowing museum in Sandwich, Massachusetts.
       | The museum takes visitors through the history of glassblowing in
       | New England, mostly by static exhibits but also with live
       | glassblowing demonstrations. At one point in the tour I read a
       | placard that said something like "in 17XX, John Newenglishman
       | invented a stamped glass method that allowed for much higher
       | production rates of glass. The already-employed glassblowers
       | resisted this development as it meant infringement on their
       | industry." Then I looked up at the wall and read a quote from
       | John Newenglishman that said something like "after demonstrating
       | my stamped glass method, I hid in my room for weeks... gangs of
       | blower-men hunted for me, no doubt to inform me by force their
       | displeasure with my invention." I am paraphrasing in the extreme,
       | but I was struck by how sanitized the placard was compared to the
       | actual words of J.N. It reminded me of the history textbooks I
       | used to read, which removed all of the flair and human-ness from
       | the teaching of history.
       | 
       | If I could change one thing about modern education, I would
       | somehow disabuse students of the notion that the development and
       | archival of information has ever been "regimented" or "unbiased",
       | and take great pains to expose them fully to the tremendous wit
       | and wisdom of the past authors whose work they pore over. Anyway,
       | great essay, saved.
       | 
       | (As a somewhat related point, I have also consistently found
       | mathematicians and engineers to be much funnier than artists and
       | authors, with the exception of artists and authors devoted to
       | comedy. Somehow the tragic hilarity of writing math textbooks or
       | working in a late stage engineering company never made its way
       | into the material I was reading about math and engineering until
       | I was out of my aerospace engineering degree by about three
       | years.)
        
         | acjohnson55 wrote:
         | > Nearly every educator I've ever learned from has
         | unconsciously insisted that learning material remain sterile,
         | and never become as funny and opinionated as this essay.
         | 
         | As a former teacher, I think the reason for this is the
         | educational system as we know exists to (attempt to) have
         | reproduceable learning outcomes, at scale. We try to transmit
         | the hard-won knowledge of centuries of geniuses into the minds
         | of adolescents. It's kind of a weird thing to do. It's actually
         | surprisingly successful when I think of it that way, even
         | though I think that it is not great at transmitting the actual
         | insights behind the knowledge.
         | 
         | I suspect a better way to educate people is the more student-
         | led, discovery driven approach. But that is both seemingly
         | harder to scale and less deterministic. Instead, we play out
         | the same cycle of boring, mildly effective education over and
         | over.
        
           | quacked wrote:
           | I couldn't agree more with you. I personally will attempt to
           | circumvent "boring, mildly effective education" by
           | homeschooling my children (who are at present still too young
           | to even speak in words), but homeschooling is an ugly
           | compromise to a stupid problem. A true comprehensive
           | education would take place everywhere in society.
           | 
           | Have you ever read Ivan Ilich? I find his style almost too
           | iconoclastic for even my contrarian tastes, and I can't stand
           | his sentence structure. But he makes some very coherent
           | points about exactly what you're talking about. John Gatto is
           | a former teacher who writes in a somewhat less brazen style
           | but keeps a lot of the same opinions. It was actually on
           | HackerNews where I first read "the seven-lesson
           | schoolteacher".
        
       | sixo wrote:
       | The kind of people who fix fundamentals are not bothering to
       | become math professors.
        
       | samvher wrote:
       | > 4. Teach changes of variables
       | 
       | This has been something that always seems a bit magical to me,
       | when someone comes up with an obscure change of variables that
       | completely simplifies the problem. I'd love to learn this in a
       | more structured/rigorous way. Does anyone have any
       | recommendations for picking this up?
        
         | tihal wrote:
         | People might disagree strongly, but my recommendation for you
         | is to look into lambda calculus for this.
         | 
         | There are two important concepts that can be generalized: -
         | Substitution, the method of renaming and replacing variables -
         | Abstraction, replacing a variable with another term (function)
         | that can also serve as output
         | 
         | This should give you a more natural feel to concepts like
         | parametrization or what it means that the solution to one
         | function may be another function. Perhaps you might even look a
         | bit into the simply typed lambda calculus which has given me
         | yet more perspectives on the fundamentals of mathematics.
        
         | xaellison wrote:
         | I think there is less of unifying theory than an assortment of
         | artful tricks - and it's a pretty small assortment, too.
         | 
         | If you want to be able to reproduce every clever mathematical
         | trick of the last 200 years you probably can (I believe in
         | you!). But everyone short of Ramanujan learns them by studying
         | many problems, repeated exposure, and either systematically or
         | organically memorizing them. Afterwards, using them in a
         | problem is more about pattern recognition. This is my
         | experience as a physics phd-master-out ymmv
        
       | jampekka wrote:
       | There seems to be something similar in other branches of
       | mathematics too (and lots of other fields). A clear example I
       | recall was studying Fourier transforms in math and I couldn't
       | make any sense of it. To me it was just some by-rote algebra with
       | integrals of exponentials of complex numbers.
       | 
       | But then I happened to do some audio signal analysis, and when I
       | saw a magnitude spectrum of a waveform, it was instantly obvious
       | what's going on (and understanding the phase part after this was
       | no problem). Such practical examples seem to be almost banned
       | from university math, I'm guessing to make sure everything is
       | very abstract and rigorous (e.g. you have to work with finite
       | length and discretized signals where the maths don't strictly
       | apply). And after getting this intuition the formal math started
       | to make sense too.
       | 
       | But when one begins to teach, it becomes quite easy to see why
       | things are like this. All of these things are so obvious to the
       | teacher that it's hard to understand how one thinks before these
       | are obvious and the standard notation/vocabulary is typically a
       | good way to work with these, but only after understanding the
       | stuff.
       | 
       | What I try to do is to probe out something that the student
       | already knows, which may be from a totally different field, and
       | find a simple example in the new topic so I can say that "this is
       | exactly the same thing, but with this different
       | notation/abstraction". This very often causes the things to
       | "click" for them.
       | 
       | This is of course very hard to do with a textbook or a mass
       | lecture. And probably the main thing why we need humans to do
       | teaching instead of just giving out material.
        
         | marcosdumay wrote:
         | I'd say that the Fourier Transformation doesn't belong in the
         | calculus program at all.
         | 
         | It should be taught in linear algebra, where it does not only
         | make sense, but is a non-trivial example of application that
         | the textbooks have so little of.
        
           | starcraft2wol wrote:
           | You need analysis to make sense of infinite series,
           | indefinite integrals, exponential functions, etc.
        
             | Chabsff wrote:
             | At the end of the day, analytical Fourier analysis doesn't
             | get nearly as much practical use as numerical approaches,
             | and you don't really need THAT much background to make
             | sense of DFTs.
             | 
             | I know that, for myself, revisiting Fourier Analysis after
             | going through DFTs in my numerical analysis classes made a
             | lot more sense, and I kinda wish I had started with that
             | angle in the first place.
        
               | jampekka wrote:
               | Analytical fourier analysis is needed for many other
               | fields of math though. For example in statistics it's
               | very central for dealing with density functions. I'd
               | guess in many fields of physics it's also very crucial.
               | 
               | But for a lot of fields you just need the DFT and the
               | calculus stuff can be mostly a distraction. How I finally
               | figured out FT is something like the infinitesimal limit
               | of DFT.
        
               | yuppiemephisto wrote:
               | Related to the DFT view: https://www.sciencedirect.com/sc
               | ience/article/abs/pii/S00492...
        
             | marcosdumay wrote:
             | If there's one place for Fourier analysis to be is on
             | linear algebra.
             | 
             | The calculus course is way too bloated for historical
             | reasons that haven't mattered for more than a century.
             | Pushing everything into that context only serves to make
             | the contents hard to understand and seemingly useless.
        
           | jampekka wrote:
           | Why should it be in linear algebra? You mean as in doing
           | linear algebra with functions in infinite-dimensional spaces?
           | What I recall mostly (not) learning from linear algebra were
           | various classifications of matrices and their properties
           | (which made very little sense to me at the time too).
           | 
           | I'm not exactly sure where FT should belong in the math
           | syllabus. It's heavily related to trigonometry of course but
           | it is an integral transform, so needs a bit of calculus.
           | Although discrete versions are probably easier to grasp with
           | just multiplications and sums, and there is quite rarely much
           | actual integrating as in find-the-closed-form-antiderivative
           | going on.
           | 
           | Maybe trying to have too "unified" syllabus for
           | engineers/scientists is not the best way in practice. Instead
           | there could be more discipline-specific teaching (something
           | TFA hints to too). With ML (and 3D graphics earlier)
           | something like this seems to be happening to linear algebra.
           | The "mathy" linear algebra (that I studied at least) is
           | mostly about properties and decompositions of (complex)
           | matrices, but in ML/3D engineers very rarely use such things
           | (but do need stuff outside "traditional" linear algebra like
           | tensor products, projective coordinates and rotation groups).
        
             | marcosdumay wrote:
             | In fact, there is a lack of linear algebra in infinite-
             | dimensional spaces on the general curriculum, and it is an
             | important subject for physics and a few engineering areas
             | besides the relevance for mathematicians. It wasn't clear
             | to me how the dependency between calculus and algebra was
             | supposed to be, but your comment makes it crystal clear.
             | 
             | The discrete transformation is quite fitting for finite-
             | dimensional algebra, and honestly I can't understand how
             | anybody every thought teaching the continuous
             | transformation first and the discrete one never was a good
             | idea. The only explanation is that since everything is
             | thrown on the calculus package without any consideration,
             | there's only time for one, so people kept the most general
             | one.
        
               | jampekka wrote:
               | Infinite-dimensional spaces do indeed come up in e.g.
               | Gaussian processes and the kernel trick. I have to admit
               | I've never really understood them the rigorous form. For
               | ML for example it would be likely more useful than e.g.
               | most matrix decompositions.
               | 
               | I'd guess math uses continuous forms because it's where
               | the mathematical tools are and many things tend to get
               | simpler in mathematical sense when you let something go
               | infinitesimal or infinite. This could maybe be different
               | if digital computers would have been invented before
               | calculus.
               | 
               | I've learned to appreciate that mathematicians think of
               | maths quite differently to engineers or scientists. To
               | them the interest is in the "mathematical objects" and
               | their (provable) properties, not the applications or
               | relationships to "the real world" (and this is probably a
               | good thing in itself) and for engineers/scientists it's
               | the opposite. Maybe something like how linguists vs
               | novelists approach language.
        
               | sudosysgen wrote:
               | It also comes up a lot in the foundations of RL - the
               | basis of how it is justified (or in some cases proven) to
               | work is contraction mappings and functional operators.
        
       | red_admiral wrote:
       | There's a lot going on here. First, one of the problems with
       | engineering - and CS has it even worse - is that new ideas and
       | methods get added all the time, but the length of an
       | undergraduate degree stays constant. Compounding the problem,
       | since schools choose or are made to teach more and more things
       | all the time as well (including computing, and topics downstream
       | from computing like "digital media"), one way to deal with more
       | and more topics is to sacrifice depth/rigour on some of the old-
       | fashioned ones like math, so universities have to teach more and
       | more things that they used to rely on students knowing from
       | school as well. The discussion last year about California math
       | reforms and the open letter signed by Scott Aaronson et al. which
       | I'm sure was discussed on HN as well, may stand as an example of
       | this (yes there's a "social justice" angle to it, but the roots
       | of the problem are far deeper than that).
       | 
       | Secondly, a related problem is that a lot of "classical"
       | mathematics was born as an answer to the big questions of the
       | day, and the way it's taught is often just the answer, without
       | any context about the question, and less still about why anyone
       | would care about the question. For example, there's basic logic
       | courses that show 0th-order logic is complete and sound w.r.t the
       | usual rules, but don't give any intuition that this links back to
       | the Entscheidungsproblem and Goedel's theorem and fundamental
       | questions about the nature of the world and philosophy - the
       | mathematical community cared about this at the time! It would be
       | like teaching Turing's halting problem just by giving a
       | definition, a proof and perhaps an example without any idea what
       | question Turing (and Church) were trying to answer in the first
       | place, or the implications for proof-checkers and code-verifiers
       | these days (Coq, TLA+ and so on all exist so Turing's negative
       | result doesn't imply that all is lost).
       | 
       | For differential equations in particular, Cauchy, Sturm-Liouville
       | and others mentioned were all answering (or trying to answer)
       | particular questions that the mathematical community at the time
       | cared about, and without this context the subject can indeed seem
       | dry. I agree with G.-C. Rota (the author of the PDF) that these
       | are not necessarily questions that today's engineers care about,
       | and so yes we can mention that uniqueness theorems exist and move
       | on to linear systems with constant coefficients. If you can't
       | find space to teach and motivate the question, then sure, you
       | don't need to teach the answer either.
       | 
       | As for "functions" that have integrals but no graphs, I also
       | don't like avoiding them by mumbling something about different
       | types of integrals and measures, as if these objects were some
       | kind of organs for sexual reproduction that we can't name because
       | Queen Victoria would blush. No, an ordinary function is something
       | with signature A -> B, and a density on A is a quite ordinary
       | function f with signature S(A) -> B where S is a sigma-algebra
       | that is a subset of the powerset of A and f has certain
       | properties. Usually, but not always, evaluating a density at a
       | set with a single element just gives you 0 and is not very
       | helpful. Measure theory is useful because we can work out certain
       | properties of these functions without always falling back to the
       | powerset definition - that is we can pretend they are a kind of
       | function A -> B in those cases where it does something useful and
       | doesn't break anything else, as long as we understand what's
       | really going on. Case in point: a distribution on the reals that
       | is 1/2 the uniform distribution on [0, 1] plus 1/2 probability
       | mass on the point 2. The probability of any measurable set X is
       | 1/2 the intersection of X and [0, 1], plus 1/2 if 2 is an element
       | of X. There is no mysterious delta function whose value at 2 is
       | exactly "one half infinity" or anything like that, it's just a
       | function from sets to sets where one particular set with one
       | element happens to have a nonzero value. Once you can do this,
       | you are allowed to write 1/2 * U_[0,1] + 1/2 * \delta_2 if you
       | want to.
        
       | maweaver wrote:
       | > What can we expect students to get out of an elementary course
       | in differential equations? I reject the "bag of tricks" answer to
       | this question. A course taught as a bag of tricks is devoid of
       | educational value. One year later, the students will forget the
       | tricks, most of which are useless anyway.
       | 
       | That's exactly how I was taught differential equations 20 years
       | ago. And as expected I have totally forgotten all of them. I do
       | wish I'd gotten some deeper lessons from it. Even a concept or
       | two that stuck with me would be better than remembering I learned
       | a bunch of math tricks a long time ago that I can no longer do.
        
         | BeetleB wrote:
         | How often have you used them. It's been decades for me as well,
         | but I still remember how to solve basic linear differential
         | equations as I needed to use them often (in other courses).
        
         | mrkeen wrote:
         | The further I got into maths (not very far mind you, but I
         | think I at least did a few differential equations,) the more it
         | felt that maths really was just a bag of tricks, moreso at the
         | advanced end.
         | 
         | * Keep deriving circular functions until they cancel out. *
         | Completing the square * Use the quadratic formula to solve
         | degree-2 polynomials ... No formula for degree-5 or higher. *
         | Use the Laplace transform here... for reasons...
        
           | ducttapecrown wrote:
           | Many famous mathematicians have quotes along the lines of
           | "it's not the result that mattered here, it's the new
           | method/trick that is cool!" and essentially it's because
           | solving math problems requires a bag of tricks and a new one
           | can open new doors in every field it hasn't been applied to
           | yet.
        
       | hiAndrewQuinn wrote:
       | >LINEAR DIFFERENTIAL EQUATIONS WITH CONSTANT COEFFICIENTS ARE THE
       | BOTTOM LINE
       | 
       | Yes! Jesus. People so often forget you can literally take
       | variables and just _fill in easy constants_ to get a sense of how
       | they work. I can 't believe this isn't, like, the first thing
       | they teach in DE.
        
         | selimthegrim wrote:
         | OK, then wait until you run into the students who somehow
         | passed algebra two but don't understand the difference between
         | a constant coefficient and a variable coefficient
        
       | aj7 wrote:
       | I had him for second term calculus, which was the first math
       | course I took in college. So I get to listen to him speak it in
       | my minds eye --- his voice is unforgettable. He was a great
       | teacher. 2. I have an interesting take on this subject. I became
       | an engineer at 50. Out of personal choice. What I found was that
       | engineering had changed and what mattered was your savvy in
       | manipulating expensive programs on the computer. In those
       | programs, differential equations were solved numerically. No one
       | even thinks about solving them any other way. There isn't any
       | time.
        
         | GeorgeTirebiter wrote:
         | I, too, had Rota for his "exploring higher mathematics"
         | seminar. What a remarkable human being! I retain excitement for
         | hierarchies of infinity to this day.
         | 
         | As to your second point - yes, programs solve DE's numerically.
         | I suppose it's still nice to know a bit about how they were
         | solved in the 'olden days'?
        
       | meroes wrote:
       | How math relates to the physical world is not at all clear. Like
       | yes 2 apples clearly makes sense, but non physical quantities
       | like 10^241 of anything start to break down the relationship.
       | 
       | It's not the abstraction that gets me usually, it's the lack of
       | an explicit relationship between math and physics. I'm sorry but
       | personally I am not satisfied by what I learned in my math and
       | math/science classes on this. It started for me day 1 of high
       | school physics and I'm now graduating in 1 month in undergrad
       | applied mathematics.
       | 
       | I felt reinforced when I read that Plato clearly delineated the
       | two "realms". I was hopeful a single math teacher would discuss
       | this idea for one lesson, but it never happened. Plato was a
       | champion of math who recognized the division.
       | 
       | I'm not one of those disbelievers in complex numbers or anything
       | like that, but if some model formulates precise physical
       | scenarios, we should be able to have ample cross-over language.
       | Even the explanation for why honeycombs have six sides: there is
       | always some kind of fumble from going from the mathematical
       | reason to the physical reason. It's the paradigmatic example of
       | mathematical explanations for physical phenomena, and between two
       | heavily studied fields, and yet we fumble it continually. What is
       | it about the mathematical hexagon which determines the physical
       | honeycomb? These questions are at the height of philosophy of
       | mathematics, e.g. Mark Colyvan, yet are still disputed and we act
       | like it's all so obvious. I get it works, but don't tell me it's
       | not mysterious, because 6 years in now I'm not at all satisfied
       | and have little confidence it will be mentioned in future
       | math/science classes.
        
         | kriops wrote:
         | Can you elaborate on why you describe 10^241 as non-physical?
         | Just because it's too large to describe anything physical?
         | 
         | Anyhow, Aristotle had another take on the problem of
         | universals, and taking his view that every concept abstract or
         | otherwise can only exist as part of our physical world (I'm not
         | a philosopher, and there are variations on both themes that
         | different people subscribe to), then your supposition would be
         | nonsense in itself. Stated as a question: What is your
         | reasoning for preferring a Plato-like model of the world vs. a
         | Aristotle-like one?
         | 
         | (If it needs to be said: This is not a gotcha or anything -
         | your opinion intrigued me, and I'm curious as to your
         | reasoning)
        
           | gbjw wrote:
           | Well, based on a quick Google, there are approximately 10^186
           | Planck-length volumes in the known universe. So 10^241 is not
           | physical in the sense that there is no way to 'realize' a set
           | of 10^241 things.
           | 
           | Another related notion is that there is no way to 'realize'
           | an irrational 'number' -- sqrt(2) can be defined but we can
           | never draw a length of sqrt(2).
        
             | anon291 wrote:
             | It really depends what you consider 'real'. It is actually
             | pretty straightforward to realize a representation of
             | 10^241 (you just did). Why does that make it any less real
             | than the digit 2, which represents two things, but is
             | actually just itself one thing.
             | 
             | > Another related notion is that there is no way to
             | 'realize' an irrational 'number' -- sqrt(2) can be defined
             | but we can never draw a length of sqrt(2).
             | 
             | Again, it's unclear what anyone means by things like
             | 'sqrt(2)'. Why is drawing a thing of length sqrt(2) any
             | different than drawing a thing of length 1? If I draw a
             | thing of length 1 and say it's a line of length 1, then why
             | is that different than my drawing the same line, claiming
             | its length is sort(2) and then pointing out that it's
             | actually now impossible to mark where 1 would appear along
             | its length?
        
               | gbjw wrote:
               | > It really depends what you consider 'real'. It is
               | actually pretty straightforward to realize a
               | representation of 10^241 (you just did). Why does that
               | make it any less real than the digit 2, which represents
               | two things, but is actually just itself one thing.
               | 
               | One is a map, and the other is the territory. Both 'real'
               | in some sense but a map without the territory feels less
               | 'grounded' (pun?).
               | 
               | > Again, it's unclear what anyone means by things like
               | 'sqrt(2)'. Why is drawing a thing of length sqrt(2) any
               | different than drawing a thing of length 1? If I draw a
               | thing of length 1 and say it's a line of length 1, then
               | why is that different than my drawing the same line,
               | claiming its length is sort(2) and then pointing out that
               | it's actually now impossible to mark where 1 would appear
               | along its length?
               | 
               | Perhaps a more precise way to describe the situation is
               | that one can define one or the other as a base 'unit' but
               | you can never get one from the other (they are
               | 'incommensurate', as the greeks would say). Irrational
               | numbers can be defined but not 'realized' (or
               | 'constructed') in the same way that the rationals can.
        
               | anon291 wrote:
               | > Irrational numbers can be defined but not 'realized'
               | (or 'constructed') in the same way that the rationals
               | can.
               | 
               | Once again, I'm not 100% sure what you're saying. If you
               | have something that's of length 1, then you can easily
               | construct the line with a ratio sqrt(2):1. Draw another
               | line of length 1 (use compass and straightedge) at a 90
               | degree angle. Repeat 4 times until you have a square. Now
               | draw the diagonal. You have successfully constructed the
               | square root of 2 in your own setup.
               | 
               | There are numbers that cannot be constructed
               | geometrically using only a compass and straightedge (e
               | for example). However, again these are no less 'real'.
               | Drawing lines is not the only measure of real. There are
               | other methods. In computing, we often say a number is
               | computable if you can define a function that, given any
               | rational number can tell you if the number it represents
               | is greater than or equal to the rational number. The
               | square root of two and e and pi, etc are easily
               | representable this way. There are some numbers that are
               | not, and perhaps these can truly be said to not exist.
               | 
               | However, the field of computables is closed anyway, so it
               | really doesn't matter if you don't want to believe the
               | reals exist.
        
               | gbjw wrote:
               | Yes, apologies -- using the term 'construct' muddied the
               | point as sqrt(2) is a 'constructible' number as you point
               | out. The term 'real' is what's at issue here and I am
               | arguing for a distinction between a 'map-like' real and a
               | 'territory-like' real, the latter of which has some sort
               | of spatiotemporal grounding.
               | 
               | > There are some numbers that are not, and perhaps these
               | can truly be said to not exist.
               | 
               | So then we have a real issue because the vast majority of
               | the real line is composed of these uncomputable numbers
               | which you've suggested don't exist.
        
       | whatever1 wrote:
       | Just like solving analytically integrals, (O,P)DEs require
       | tremendous skill of pattern matching. You need to know all of the
       | available tricks, and pick the one that seems to fit. You test it
       | and it just works.
       | 
       | No wonder there is super-high barrier of entry. And that is why
       | us mortals are just using numerical methods instead.
        
         | SpaceManNabs wrote:
         | This is why I found this article kinda pointless.
         | 
         | At the end of the day, most practitioners will work with just a
         | bag of tricks, so if that is what the class teaches most of the
         | time, I really don't mind at all. Yeah there is deeper theory
         | to changes of variables and all that, but for an intro class
         | that is aimed at a wide audience (physicists and any sort of
         | applied math), then yeah some light theory and a bag of tricks
         | is perfect. The students that need more will learn that theory
         | later anyways in a second or even third class.
         | 
         | You don't have to sacrifice that much rigour either.
         | 
         | Not every class needs a narrative either. I agree that concrete
         | examples to go with the abstract is more needed in mathematics,
         | but differential equations isn't a victim of that.
         | 
         | I see other comments say that differential equations are victim
         | to :
         | 
         | > why we are we learning this?
         | 
         | I don't think this really applies to differential equations at
         | all to be honest. And people say the same complaints about
         | learning scales in music or wtv. Just learn shit and figure out
         | meaning later works too.
        
         | zozbot234 wrote:
         | Only a small subset of O/PDE's can be solved analytically in
         | the first place, and few of those are anything but theoretical
         | curiosities. Linear w/ constant-coefficients are the one class
         | that's of big practical interest, which is why OP argues that a
         | well designed course should be focusing on these.
        
       | ducttapecrown wrote:
       | When I was a kid, one of my parents told me diff eq was a course
       | they had not even gone to class for and passed, which set me up
       | for disappointment in diff eq pedagogy for sure. It didn't help
       | when I read this article, and then took sophomore diff eq and it
       | was exactly as described. Later in grad school I'd actually teach
       | the course to my complete chagrin. I think I mentioned this essay
       | to my students, because how could I not? Of course I did not try
       | to redo the diff eq pedagogy, but I did put a lot of emphasis on
       | linearity.
        
       | __rito__ wrote:
       | Here's the most intuitive introduction to Differential Equation
       | that I have ever seen:
       | https://www.complexityexplorer.org/courses/31-introduction-t...
       | 
       | Explains DEs from scratch, physical significance, one or two
       | traditional methods, then goes on to numerical methods.
       | 
       | If you ever want to learn DEs, I _HIGHLY_ recommend this
       | tutorial. This is short, too.
       | 
       | I have never found a resource where the concepts behind DEs are
       | explained better.
       | 
       | This tutorial won't prepare you for a course, or tell you
       | everything there is to know about DEs, of course.
        
         | JadeNB wrote:
         | For a course-level approach by some of the early pioneers of
         | the pedagogical approach of using numerical methods to
         | understand differential equations, I strongly recommend
         | Blanchard, Devaney, and Hall's book (http://math.bu.edu/odes).
        
       | not2b wrote:
       | Lots of good criticisms of the traditional way of teaching in
       | here. The only issue I would raise is his claim that Bessel
       | functions should be dropped. In physics and engineering they come
       | up all the time when the geometry is cylindrical.
       | 
       | I suppose he could argue that they could wait for a second
       | course, perhaps.
        
         | eternauta3k wrote:
         | I agree Bessel functions are not excessive, they are just
         | enough to scare you straight.
         | 
         | And yeah, physics students need to be able to solve QM and EM
         | equations, can't get away from (some) special functions.
        
       | fredgrott wrote:
       | Interesting, I wonder if the same things exist in teaching
       | programming? Well, yes!
       | 
       | Let me give you an example. Both Dart and Flutter borrow from
       | Google's own lessons learned and innovations they did with the
       | native Android OS and widget stack. In fact the testing stack of
       | widgets, goldens, and re-using storyboarding as BDD come directly
       | from the same practices on native Android.
       | 
       | In programming we have a legacy of borrowing from the language
       | and frameworks that came before the current stack that is helpful
       | to know about as everyone uses human knowledge and human language
       | shortcuts to refer to past programming languages and frameworks.
       | 
       | The problem with this area of math is that you need a good basic
       | grasp of geometry as that is how it was built and discovered, see
       | this history chart to see why I state that from wikipedia:
       | 
       | https://en.wikipedia.org/wiki/Geometric_calculus#/media/File...
       | 
       | Of course I always found it easier to think and solve things in
       | geometrical terms and methods. It drove one of my Calculus
       | professors crazy, that and sleeping in class and yet still
       | passing class with an A, getting As on all the tests.
        
       | dang wrote:
       | Related. Others?
       | 
       |  _Lessons I wish I had learned before I started teaching
       | differential equations [pdf] (1997)_ -
       | https://news.ycombinator.com/item?id=32530035 - Aug 2022 (177
       | comments)
       | 
       |  _10 lessons I wish I had learned before I started teaching
       | differential equations_ -
       | https://news.ycombinator.com/item?id=19005798 - Jan 2019 (2
       | comments)
       | 
       |  _Lessons I Wish I Had Learned Before Teaching Differential
       | Equations (1997) [pdf]_ -
       | https://news.ycombinator.com/item?id=15163979 - Sept 2017 (108
       | comments)
       | 
       |  _Ten lessons I wish I had learned before teaching differential
       | equations (1997) [pdf]_ -
       | https://news.ycombinator.com/item?id=11207183 - March 2016 (118
       | comments)
        
       | jojobas wrote:
       | This sounds misguided. What do you mean, obsolete? It's largely
       | 17th century maths, 19th century understanding was already pretty
       | good. Have there been a pedagogical breakthrough allowing for
       | igniting a spark in a brain much easier? I don't think so.
       | 
       | What do you mean, reduce to the minimum first order equations? I
       | went to the best technical uni in my country (a country known for
       | quite some orthodoxy in teaching), most people would have had
       | some grasp of differential equations before they left high
       | school. Having the most basic equations revisited with actual
       | rigor was eye-opening to whoever I've spoken to about it.
       | 
       | What do you mean, concepts not tricks? Is looking for a solution
       | in a suitable Fourier representation a trick? Certainly is if you
       | ask me. A mother of all tricks hinting at the spectral fabric of
       | the universe.
       | 
       | Last but not least, he sounds like he has some sort of metric on
       | how well his students apply his enlightened teaching later in
       | life vs orthodox inefficient professors'. I have some doubts on
       | this.
        
       ___________________________________________________________________
       (page generated 2023-11-13 23:00 UTC)