[HN Gopher] Trying to teach in the age of the AI homework machine
       ___________________________________________________________________
        
       Trying to teach in the age of the AI homework machine
        
       Author : notarobot123
       Score  : 417 points
       Date   : 2025-05-26 19:20 UTC (1 days ago)
        
 (HTM) web link (www.solarshades.club)
 (TXT) w3m dump (www.solarshades.club)
        
       | TimorousBestie wrote:
       | I predict that asking students to hand-write assignments is not
       | going to go well. Unfortunately, universities built on the
       | consumer model (author teaches at Arizona State) are incentivized
       | to listen to student feedback over the professor's good
       | intentions.
        
         | nathan_compton wrote:
         | The bigger problem is that kids can just hand write an essay
         | that an AI gave them.
         | 
         | I teach at a university and I just scale my homework
         | assignments until they reach or exceed sightly the amount of
         | work I expect a student to be able to do _with_ AI. Before I
         | would give them a problem set. Next semester homeworks will be
         | more like entire projects.
        
           | hollow-moe wrote:
           | then you're discriminating against students not using AI. I
           | for sure know I really would be depressed to be asked for a
           | huge pile of work I'll do myself when other will just cheat
           | and have free time to do something else work on interesting
           | projects or see friends whatever.
        
             | zeta0134 wrote:
             | Would the solution not be to pivot to more in-person
             | demonstrations of skill and knowledge? Say the tests and
             | exams become hand written, or taken in a controlled lab or
             | whatever, so you need to eventually pick up the skill. But
             | _how_ you pick up the skill is irrelevant.
             | 
             | Maybe the issue is, somewhat, the concept of graded
             | homework in the first place. It's meant to be practice
             | material, but is only actually useful as practice material
             | if students put in that work. A lot of students come to
             | resent the mountains of at-home work as the busywork that
             | it feels like in the moment, and I feel like this whole set
             | of emotions underpins the argument but isn't really called
             | out for what it is all that often. Teachers understand the
             | value of actually doing that practice, but the grading
             | system rewards, instead, rushing through the busywork as
             | quickly as possible. Are we not testing for the right
             | things?
        
               | sho_hn wrote:
               | > Would the solution not be to pivot to more in-person
               | demonstrations of skill and knowledge?
               | 
               | Yeah, this seems like the obvious conclusion.
        
               | ghaff wrote:
               | It probably is. But it's probably also more expensive and
               | doesn't necessarily apply across all domains--certainly
               | not all the time.
        
             | nathan_compton wrote:
             | I don't consider the use of AI cheating. I think of it as a
             | reasonable skill to be applied to work.
             | 
             | To be frank, a lot of programming _is_ busywork,
             | boilerplate, looking up information. Now that an AI can do
             | that for my students I expect them to spend the time made
             | up on developing higher level skills.
        
           | fn-mote wrote:
           | > I just scale my homework assignments until they reach or
           | exceed sightly the amount of work I expect a student to be
           | able to do with AI.
           | 
           | 1. Absurd. The measurement should be learning not "work". My
           | students move rocks with a forklift... so I give them more
           | rocks to move?
           | 
           | 2. From the university I'm looking for intellectual
           | leadership. Professors thinking critically about what
           | learning means and how to discuss it with students. The
           | potential is there, but let's not walk like zombies
           | unthinking into a future where the disappearance of ChatGPT
           | 8.5 renders thousands of people unable to meet the basic
           | requirements of their jobs. Or its appearance renders them
           | unemployed.
        
             | nathan_compton wrote:
             | The goal isn't work - its simply that I acknowledge that AI
             | can perform a lot of labor that students previously had to
             | spend a lot of time on. Because they have more time, my
             | ambitions for what they can accomplish are higher.
             | 
             | I teach data science, which involves a lot of relatively
             | unimportant glueing together of libraries. Yes, I want the
             | students to know how to program, but the key skills are
             | actually coming to grips with data, applying methods
             | correctly, etc. The AI can make writing out the actual code
             | substantially more efficient for them and I expect them to
             | use that saved time to understand higher level skills.
        
           | catigula wrote:
           | I understand your intentions but I'm skeptical even this
           | solves the problem.
           | 
           | Realistically I think we're just moving away from knowledge-
           | work and efforts to resuscitate it are just varying levels of
           | triage for a bleeding limb.
           | 
           | In the actual workplace with people making hundreds of
           | thousands a year (the top echelon of what your class is
           | trying to prepare students for) I'm not seeing output
           | increase with AI tools so clearly effort is just decreasing
           | for the same amount of output.
           | 
           | Perhaps your class is just supposed to be easier now and
           | that's okay.
        
             | FinnLobsien wrote:
             | What do you view as coming after knowledge work? Do you
             | think we'll see a resurgence of physical, in-person work?
             | 
             | Not rhetorical, I'm genuinely curious and could see that
             | being a real scenario.
        
               | catigula wrote:
               | Serfdom, possibly WALL-E but that's an optimistic
               | scenario. WALL-E people actually live a somewhat
               | dignified existence compared to other possibilities.
        
               | rjsw wrote:
               | With an ageing population, I don't think we are going to
               | run out of the need for basic healthcare workers.
        
               | __loam wrote:
               | Digging people out of the codebases they're going to shit
               | out with this technology.
        
           | hkpack wrote:
           | Do you expect someone to do the same for you? I mean to
           | increase your workload until you cannot do it even with the
           | AI help?
        
           | nkrisc wrote:
           | Sounds like an optimization for the students not interested
           | in learning at the expense of the students who are.
        
           | TheFreim wrote:
           | Punishing honest students by ensuring that they will fail
           | unless they cheat is an absurd solution. In school I went to
           | great lengths to do my work well and on my own. It was
           | disheartening to see other students openly cheat and do well,
           | but at least I knew that I was performing well on my own
           | merits.
           | 
           | Under your system, I would have been actively punished for
           | not cheating. What's the point of developing a cure that's
           | worse than the disease?
        
             | nathan_compton wrote:
             | It isn't a punishment if the AI is doing the work. The goal
             | is to make students utilize the skills they will need now
             | that AI can supplement their abilities.
        
               | noitpmeder wrote:
               | But are AIs now _required_? If you're tailoring the class
               | to allow growth potential for students using AI, what
               | happens to the students who cannot use it (for whatever
               | reason)?
               | 
               | It's a bit similar to making a class harder because some
               | students are getting extra help via private tutoring.
        
           | ghurtado wrote:
           | You sound like everything that is wrong with the US education
           | system concentrated on one single person.
           | 
           | What made you get into teaching?
        
           | joe_the_user wrote:
           | This claim is absurd and the comment is unserious.
           | 
           | Would the teacher then grade the massive workload with AI
           | also? There isn't really a limit to how much output an AI can
           | generate and the more someone demands, the less likely it is
           | that the final result will be looked at in any depth by a
           | human.
        
             | nathan_compton wrote:
             | The point is that I will expect more high level thinking
             | and less rote coding.
        
           | mythrwy wrote:
           | As long as you are upfront that you expect AI will be used,
           | this seems like a solid and practical approach to me.
        
         | the_snooze wrote:
         | The consumer model isn't all bad. But it can lead to wildly
         | different outcomes based on self-selection and incentives.
         | 
         | Take gyms, for example. You have your cheap commodity
         | convenience gyms like Planet Fitness, where a lot of people
         | sign up (especially at the beginning of the year) but few
         | actually stick to it to get any real gains. But you also have
         | pricy fitness clubs with mandatory beginner classes, where the
         | member base tends to be smaller but very committed to it.
         | 
         | I feel like students that are OK with just phoning it in with
         | AI fall into the Planet Fitness mindset. If you're serious
         | about gains (physically or intellectually), you'll listen to
         | the instructors and persist through uncomfortable challenges.
        
         | mullingitover wrote:
         | So don't accredit universities that want to turn into degree
         | mills.
         | 
         | Beat this game of prisoner's dilemma with a club at the
         | accreditation level. Students can complain all they want, but
         | if they want a diploma which certifies that they are able to
         | perform the skills they learned, they will have to actually
         | perform those skills.
        
           | JadeNB wrote:
           | > So don't accredit universities that want to turn into
           | degree mills.
           | 
           | This is way outside the scope of something that a faculty
           | member who is, as the article says, trying to teach has any
           | hope of implementing within a reasonable time frame. Of
           | course the ideal is that faculty, as major stakeholders in
           | the educational institution, should ideally be active in all
           | levels of university governance, but I think it is important
           | to realize how much of a prerequisite there is for an
           | individual professor even to get their voice heard by an
           | accrediting body, let alone to change its accrediting
           | procedures.
           | 
           | That's setting aside the fact that, even if faculty really
           | mobilized to make such changes, in the absolute best case the
           | changes would be slow to implement, and the effects would be
           | slow to manifest, as universities are on multi-year
           | accreditation cycles and there would need to be at least a
           | few reputable universities that were disaccredited before
           | others started taking the guidance seriously. Even if I were
           | willing to throw everything into the politics of university
           | governance, which would make my teaching suffer immensely,
           | I'm not willing to say that we'll just have to wait a decade
           | to see the effects.
        
         | AlexCoventry wrote:
         | I think a better approach might be to get students to use AI as
         | a writing coach. Get them to commit to a short handwritten
         | essay during class, then use AI give them feedback on the
         | essay. Their interaction with the AI and how they respond to
         | the feedback becomes the assessment material. That's not
         | compatible with the authors "Butlerian Jihad" ideology, though.
        
           | TimorousBestie wrote:
           | "Butlerian Jihad" ideology is definitely overselling it.
        
             | AStonesThrow wrote:
             | How about Habakkuk chapter 2, or Daniel chapter XIV?
             | 
             | https://bible.usccb.org/bible/habakkuk/2?18
             | 
             | https://bible.usccb.org/bible/daniel/14?23
        
           | noitpmeder wrote:
           | This is insane to me. Why not title the class "how to use
           | AI?" Why not make this the title of every class?
           | 
           | I see no future in education other than making homework
           | completely ungraded, and putting 100% of the grade into
           | airgapped exams. Sure, the pen and paper CS exam isn't
           | reflective of a real world situation, but the universities
           | need some way to objectively measure understanding once the
           | pupil has been disconnected from his oracle.
        
             | noitpmeder wrote:
             | apologies, _their_ oracle, trying to improve pronoun
             | usages...
        
       | nkrisc wrote:
       | If the trend continues, it seems like most college degrees will
       | be completely worthless.
       | 
       | If students using AI to cheat on homework are graduating with a
       | degree, then it has lost all value as a certificate that the
       | holder has completed some minimum level of education and
       | learning. Institutions that award such degrees will be no
       | different than degree mills of the past.
       | 
       | I'm just grateful my college degree has the year 2011 on it, for
       | what it's worth.
        
         | ai-christianson wrote:
         | Aren't the jobs they'll get be expecting them to use AI?
        
           | nkrisc wrote:
           | If you're hiring humans just to use AI, why even hire humans?
           | Either AI will replace them or employers will realize that
           | they prefer employees who can think. In either case, being a
           | human who specializes in regurgitating AI output seems like a
           | dead end.
        
             | ai-christianson wrote:
             | Employers are employees too
        
             | TimorousBestie wrote:
             | "Prompt Engineer" as a serious job title is very strange to
             | me. I don't have an explanation as to why it would be a
             | learnable skill--there's a little, but not a lot of insight
             | into why an LLM does what it does.
        
               | Aerroon wrote:
               | It's an experience thing. It's not about knowing what
               | LLMs/diffusion models specifically do, but rather about
               | knowing the pitfalls that the models you use have.
               | 
               | It's a bit like an audio engineer setting up your
               | compressors and other filters. It's not difficult to
               | fiddle with the settings, but knowing what numbers to
               | input is not trivial.
               | 
               | I think it's a kind of skill that we don't really know
               | how to measure yet.
        
               | TimorousBestie wrote:
               | When an audio engineer tweaks the pass band of a filter,
               | there's a direct casual relationship between inputs and
               | outputs. I can imagine an audio engineer learning what
               | different filters and effects sound like. Almost all of
               | them are linear systems, so composing effects is easy to
               | understand.
               | 
               | None of this is true of an LLM. I believe there's a
               | little skill involved, but it's nothing like tuning the
               | pass band of a filter. LLMs are chaotic systems (they
               | kinda have to be to mimic humans); that's one of their
               | benefits, but it's also one of their curses.
               | 
               | Now, what a human can definitely do is convince
               | themselves that they can control somewhat the outputs of
               | a chaotic system. Rain prognostication is perhaps a
               | better model of the prompt engineer than the audio mixer.
        
               | jonfw wrote:
               | > there's a little, but not a lot of insight into why an
               | LLM does what it does.
               | 
               | That's a "black box" problem, and I think they are some
               | of the most interesting problems the world has.
               | 
               | Outside of technology- the most interesting jobs in the
               | world operate on a "black box". Sales people,
               | psychologists are trying to work on the human mind.
               | Politicians and market makers are trying to predict the
               | behavior of large populations. Doctors are operating on
               | the human body.
               | 
               | Technology has been getting more complicated- and I think
               | that distributed systems and high level frameworks are
               | starting to resemble a "black box" problem. LLMs even
               | more so!
               | 
               | I agree that "prompt engineer" is a silly job title- but
               | not because it's not a learnable skill. It's just not
               | accurate to call yourself an engineer when consuming an
               | LLM.
        
             | throwaway290 wrote:
             | > If you're hiring humans just to use AI, why even hire
             | humans
             | 
             | You hire humans to help train AI and when done you fire
             | humans.
        
           | __loam wrote:
           | Would you rather be the guy using AI as a crutch or the guy
           | who actually knows how to do things without it?
        
           | myaccountonhn wrote:
           | Even if you just use AI, you need to know the right prompts
           | to ask.
        
             | Ekaros wrote:
             | And how to verify the output and think through it. I hear
             | time after time that someone asked something from AI. It
             | came up with something and then when corrected apologized
             | and printed out it was wrong...
             | 
             | But how do you correct it if you do not know what is right
             | or wrong...
        
               | throwaway290 wrote:
               | > how do you correct it if you do not know what is right
               | or wrong...
               | 
               | You keep human employees and require them to use LLM so
               | that it gets corrected all the time from their input.
               | Then you fire them.
        
         | banku_brougham wrote:
         | The credentials were never about having become learned.
        
         | ryandrake wrote:
         | Maybe schools and universities need to stop considering
         | homework to be evidence of subject matter mastery. Grading
         | homework never made sense to me. What are you measuring,
         | really, and how confident are you of that measurement?
         | 
         | You can't put the toothpaste back into the tube. Universities
         | need to accept that AI exists, and adjust their operations
         | accordingly.
        
           | __loam wrote:
           | How do you suggest we measure whether the students have
           | actually learned the stuff then?
        
             | dghlsakjg wrote:
             | Tests, both oral and written.
        
               | __loam wrote:
               | Yes that's how we do it lol
        
             | pona-a wrote:
             | In person, pen and paper exams? They are closer to how most
             | certifications are conducted.
        
               | jay_kyburz wrote:
               | Also, They don't need to be literally pen and paper
               | exams, they just need to be run on computers without
               | network connectivity, administered by the university.
               | 
               | You could sit down at a workstation with all the tools
               | you might need to test your skills. :)
        
             | downboots wrote:
             | Captcha, of course. \s
        
           | bee_rider wrote:
           | Grading homework has two reasonable objectives:
           | 
           | Provide an incentive for students to do the thing they should
           | be doing anyway.
           | 
           | Give an opportunity to provide feedback on the assignment.
           | 
           | It is totally useless as an evaluation mechanic, because of
           | course the students that want to can just cheat. It's usually
           | pretty small, right? IIRC when I did tutoring we only gave
           | like 10-20% for the aggregate homework grade.
        
             | SketchySeaBeast wrote:
             | The annoyance with 10-20% means that in order to be an "A"
             | student you have to do all the homework instead of just ace
             | the exams which is obnoxious if you actually know the
             | material. Edge case, I know, but that last 20% is a ton of
             | extra work.
        
               | el-berg wrote:
               | I wish it was only 10-20%. I'm a non-trad student at a
               | small state school and IMO they try to inflate grades via
               | homework. This semester I aced my exams, but only had
               | time/energy to complete ~60% of my homework. Since it was
               | 30% (on average) of my final grade I ended up with a 3.0
               | for the semester.
        
               | carlosjobim wrote:
               | You're there to pass and get your diploma. If you want to
               | excel, there are other real venues for that ambition.
        
               | SketchySeaBeast wrote:
               | What if you want to get into grad school?
        
               | mitthrowaway2 wrote:
               | The course could offer nonlinear grading where you get
               | the maximum of [exam grade, 0.8 exam + 0.2 hw]
        
               | HighGoldstein wrote:
               | A lot of my university professors would use this kind of
               | strategy where your final grading structure depends on
               | various grades you got throughout the semester, so all
               | students could get good grades whether they ace the exam
               | or they are terrible at exams but excel at project based
               | learning/labs.
        
               | bee_rider wrote:
               | It is an edge case... I mean, if people are required to
               | take classes where they already know all the material,
               | somehow a failure has occurred earlier in the process
               | (unfortunately it is a very common failure mode to not be
               | allowed to try and test out of a class).
               | 
               | Realistically I think the more common case is to _think_
               | you know the material, skip studying, and then faceplant
               | on the test. Homework should help self-correct.
               | 
               | But yeah, I could it being annoying if you really do
               | already know the material.
        
             | kenjackson wrote:
             | In most of my classes the HW was far more valuable of a
             | measure of ability -- assuming cheating didn't occur. For
             | example, my compilers HW assignments much more greatly
             | captured my learning. I just feel like a semester writing
             | an optimizing compiler is just going to be better than the
             | 90-120 minute final exam.
        
               | bee_rider wrote:
               | I'd probably label something that size a project rather
               | than a homework, although I admit my definition is
               | entirely arbitrary.
               | 
               | IMO the ideal class would be 4 or so students working
               | together on a bespoke project, with weekly check-ins with
               | some grad student teaching assistant. The goal would be
               | to do something interesting and new. Of course nobody
               | ever has enough teaching staff for that kind of thing.
        
             | Aeolun wrote:
             | I can say that making my homework part of my grade is a
             | great way to actually get me to do it.
        
               | bee_rider wrote:
               | Something I didn't love about mandatory homework was that
               | it provided an implied "you are done" point, when really
               | it is the bare minimum (or maybe less than the bare
               | minimum--there's a pretty strong downward pressure if the
               | instructor actually wants to provide thoughtful
               | feedback).
               | 
               | Before college, when I was a kid, I just had the
               | textbooks, so I read the chapters and did the
               | assignments... it was much better than sitting and
               | listening in lectures, then doing some small assigned
               | subset of the problems...
        
         | tylerflick wrote:
         | TBF this problem doesn't seem that new to me. I was forced to
         | do my lab work in Vim and C via SSH because the faculty felt
         | that Java IDEs with autocomplete were doing a disservice to
         | learning.
        
           | fn-mote wrote:
           | > the faculty felt that Java IDEs with autocomplete were
           | doing a disservice to learning
           | 
           | Sounds laughably naive now, doesn't it?
        
         | lolinder wrote:
         | All of the best professors I had either did not grade homework
         | or weighted it very small and often on a did-you-do-it-at-all
         | basis and did not grade attendance at all. They provided
         | lectures and assignments as a means to learn the material and
         | then graded you based on your performance in proctored exams
         | taken either in class or at the university testing center.
         | 
         | For most subjects at the university level graded homework (and
         | graded attendance) has always struck me as somewhat
         | condescending and coddling. Either it serves to pad out grades
         | for students who aren't truly learning the material or it
         | serves to force adult students to follow specific learning
         | strategies that the professor thinks are best rather than
         | giving them the flexibility they deserve as grown adults.
         | 
         | Give students the flexibility to learn however they think is
         | best and then find ways to measure what they've actually
         | learned in environments where cheating is impossible. Cracking
         | down on cheating at homework assignments is just patching over
         | a teaching strategy that has outgrown its usefulness.
        
           | nkrisc wrote:
           | I don't disagree, but in most cases degrees are handed out
           | based on grades which in turn are based on homework.
           | 
           | I agree that something will have to change to avert the
           | current trend.
        
             | __loam wrote:
             | Most of the college courses I took had the bulk of the
             | grade be based on exams or projects. Homework was usually a
             | small proportion to give students a little buffer and to
             | actually prepare them for the exams. AI might have helped
             | on coding projects but a lot of my grades were based on
             | exams using pencil and paper in a room of 30-200 other
             | people. It also just seems like a waste of your own time
             | and money to avoid the act of learning by skipping all the
             | hard parts with a corporate token generator.
        
           | fn-mote wrote:
           | > rather than giving them the flexibility they deserve as
           | grown adults
           | 
           | I have had so many very frustrating conversations with full
           | grown adults in charge of teaching CS. I have no faith at all
           | that students would be able to choose an appropriate method
           | of study.
           | 
           | My issue with the instruction is the very narrow belief in
           | the importance of certain measurable skills. VERY narrow. I
           | won't go into details, for my own sanity.
        
             | jay_kyburz wrote:
             | I'm sure this will be an unpopular opinion, but just like
             | junior employees, I think university students should clock
             | in at 9am and finish working at 5pm.
             | 
             | I think they would really benefit learning how to work a
             | full day and develop some work life balance.
        
               | _-_-__-_-_- wrote:
               | I actually like this idea in theory. Except, it wouldn't
               | allow for students to find flexible part-time work.
               | 
               | As an example, I was a university student in Canada ~15
               | years ago. I lived with my parents, driving 30 minutes
               | each way to attend classes. I had car insurance, gas, a
               | cell phone, tuition, parking and books to pay. Tuition
               | was costing 6000$ a year over 5 years. Being in
               | humanities, I chose my own course schedule. I would often
               | have classes 8 a.m. to 2 p.m. Monday through Thursday. I
               | would work nights and weekends 25-33.5 hours most
               | weeks..Most part-time employment worked around student
               | hours and allowed some flexibility. Once I graduated and
               | had a full-time salary position, I had much more free
               | time and struggled to not feel lonely in filling up that
               | time.
        
             | carlosjobim wrote:
             | > I have no faith at all that students would be able to
             | choose an appropriate method of study.
             | 
             | That is their problem, not your problem. You're not their
             | nanny.
        
               | lolinder wrote:
               | Exactly. Turning tertiary education into a _third_ tier
               | of babysitting just screws over the adults who actually
               | grew up during secondary school. Tell them how to succeed
               | in your class and then let them fail if they won 't
               | listen to you! It's high time _someone_ let these kids
               | grow up.
        
             | RobinL wrote:
             | When hiring, I would very much like to hire people who have
             | figured out how to learn things for themselves using
             | whatever techniques work for them, and don't need nannying.
             | 
             | So I'm perfectly happy with a system of higher education
             | that strongly rewards this behaviour
        
           | gilbetron wrote:
           | > All of the best professors I had either did not grade
           | homework or weighted it very small and often on a did-you-do-
           | it-at-all basis and did not grade attendance at all. They
           | provided lectures and assignments as a means to learn the
           | material and then graded you based on your performance in
           | proctored exams taken either in class or at the university
           | testing center.
           | 
           | I have the opposite experience - the best professors focused
           | on homework and projects and exams were minimal to non-
           | existent. People learn different ways, though, so you might
           | function better having the threat/challenge of an exam,
           | whereas I hated having to put everything together for an hour
           | of stress and anxiety. Exams are artificial and unlike the
           | real world - the point is to solve problems, not to solve
           | problems in weirdly constrained situations.
        
         | echelon wrote:
         | > I'm just grateful my college degree has the year 2011 on it,
         | for what it's worth.
         | 
         | College students still cram and purge. Nobody forced to sit
         | through OChem remembers their Diels-Alder reaction except the
         | organic chemists.
         | 
         | College degrees probably don't have as much value as we've
         | historically ascribed to them. There's a lot of nostalgia and
         | tradition pent up in them.
         | 
         | The students who do the best typically fill their schedule with
         | extra-curricular projects and learning that isn't dictated by
         | professors and grading curves.
        
         | busyant wrote:
         | > If students using AI to cheat on homework
         | 
         | This is not related to "AI", but I have an amusing story about
         | online cheating.
         | 
         | * I have a nephew who was switched into online college classes
         | at the beginning of the pandemic.
         | 
         | * As soon as they switched to online, the class average on the
         | exams shot up, but my nephew initially refused to cheat.
         | 
         | * Eventually he relented (because everyone else was doing it)
         | and he pasted a multitude of sticky notes on the wall at the
         | periphery of his computer monitor.
         | 
         | * His father walks into his room, looks at all the sticky notes
         | and declares, "You can't do this!!! It'll ruin the wallpaper!"
        
         | andoando wrote:
         | Good, colleges have staryed far from their purpose
        
         | Aerroon wrote:
         | At the same time though: if AI based cheating is so effective
         | then is college itself useful?
        
           | Aurornis wrote:
           | If calculators are so good at math, is learning math itself
           | useful?
           | 
           | It's the same old story with a new set of technology.
        
             | throwaway290 wrote:
             | > If calculators are so good at math, is learning math
             | itself useful?
             | 
             | What's your answer? Surely it was proven to be "not
             | useful"? I don't think I ever met a person who benefitted
             | from knowing math now that everyone has a calculator in
             | pocket. Other than maybe playing some games where if you do
             | calculation on the fly you win
        
               | seb1204 wrote:
               | Well, if you don't know math because the calculator does
               | it you would also have no understanding of the concepts
               | e.g. addition, subtraction, whole numbers or fraction
               | etc. so you would not know how to in use or what to do
               | with a calculator. It's a tool that is useful to do
               | something you know how it works faster.
        
               | throwaway290 wrote:
               | But that's very different with LLMs and that stuff. You
               | don't need to know how to write an essay or write a song.
               | That's kind of the point.
        
               | nkrisc wrote:
               | > Surely it was proven to be "not useful"?
               | 
               | I don't think we're living in the same world. I have met
               | plenty of people who, despite having a calculator, can't
               | solve their own problems because they don't know what to
               | do with it in order to solve their problem.
        
           | neom wrote:
           | https://innovationlabs.harvard.edu/events/your-network-is-
           | yo...
           | 
           | ^ Why many go to Harvard. Very nice club.
        
           | Ekaros wrote:
           | Thinking of that. We have build these expensive machines with
           | massive investments to be able to output what we expect
           | college students to output... Wouldn't that tell us that well
           | maybe that output has some value, intent or use? Or we would
           | not have spend those resources...
           | 
           | Just because machine can do things, doesn't mean humans
           | should be able to do it too. Say reading a text aloud.
        
           | nkrisc wrote:
           | It was (to some degree), and could still be. The status quo
           | was more effective, relatively speaking, before the AI boom.
           | The status quo appears to be trending towards ineffective,
           | post-AI boom.
           | 
           | So in order to remain useful, the status quo of higher
           | education will probably have to change in order to adapt to
           | the ubiquity of AI, and LLMs currently.
           | 
           | Just because you _can_ cheat at something doesn 't mean doing
           | it legitimately isn't useful.
        
         | neom wrote:
         | I've been hiring people for the better part for 15 years and I
         | never considered them to be valuable outside of the fact that
         | it appears you're able to do one project for a sustained period
         | of time. My impressions was unless your degree confers
         | something such that you are in a job that human risk can be
         | involved, most degrees are worth very little and most serious
         | people know that.
        
           | throwaway290 wrote:
           | It doesn't matter if your boss's policy is to require a
           | degree.
        
           | nkrisc wrote:
           | To be clear, I think that most college degrees were generally
           | low value (even my own), but still had _some_ value. The
           | current trend will be towards zero value unless something
           | changes.
        
         | Aurornis wrote:
         | > If the trend continues, it seems like most college degrees
         | will be completely worthless.
         | 
         | I suspect the opposite: Known-good college degrees will become
         | more valuable. The best colleges will institute practices that
         | confirm the material was learned, such as emphasizing in-person
         | testing over at-home assignments.
         | 
         | Cheating has actually been rampant at the university level for
         | a long time, well before LLMs. One of the key differentiators
         | of the better institutions is that they are harder to cheat to
         | completion.
         | 
         | At my local state university (where I have friends on staff)
         | it's apparently well known among the students that if they pick
         | the right professors and classes they can mostly skate to
         | graduation with enough cheating opportunity to make it an easy
         | ride. The professors who are sticklers about cheating are often
         | avoided or even become the targets of ratings-bombing campaigns
        
         | ravenstine wrote:
         | Had I known that college degrees from before the 2020s would
         | increase in value, I'd have gotten one. Damn it!
        
         | barrenko wrote:
         | I've tried re-enrolling in a STEM major last year, after a
         | higher education "pause" of 16-ish years. 85% of the class used
         | GPTs to solve homework, and it was quite obvious most of them
         | haven't even read the assignment.
         | 
         | The immediate effect was the distrust of the professors towards
         | most everyone and lots classes felt like some kind of
         | babysitting scheme, which I did not appreciate.
        
         | addcommitpush wrote:
         | I mean this seems a solved problem: hand-and-paper written
         | onsite exams + blackboard-and-chalk oral onsite exams. If this
         | is too costly (is it? many countries manage), make students
         | take them less often.
        
       | esafak wrote:
       | Let students use AI as they will when learning, but verify
       | without allowing them to use it -- in class -- otherwise you have
       | no way of knowing what they know. Job interviewers face the same
       | problem.
        
         | grogenaut wrote:
         | We're highly considering going back to onsite interviews, the
         | big liniter is scheduling the interviewers.
        
         | CompoundEyes wrote:
         | I agree. An essay written on the spot in class with no
         | electronics nearby seems like the counter.
        
       | solresol wrote:
       | I have been wrestling with this too. I only see two options: no
       | tech university or AI wrangling university.
       | 
       | https://solresol.substack.com/p/you-can-no-longer-set-an-und...
        
         | anonymousDan wrote:
         | Not sure I agree with either/or. In person assessments are
         | still pretty robust. I think an ideal university will teach
         | both with a clear division between them (e.g. whether a
         | particular assessment or module allows AI). What I'm currently
         | struggling with is how to design an assessment in which the
         | student is allowed to use AI - how do I actually assess it?
         | Where should the bar actually be? Can it be relative to peers?
         | Does this reward students willing to pay for more advanced AI?
        
       | math_dandy wrote:
       | I teach math at a large university (30,000 students) and have
       | also gone "back to the earth", to pen-and-paper, proctored and
       | exams.
       | 
       | Students don't seem to mind this reversion. The administration,
       | however, doesn't like this trend. They want all evaluation to be
       | remote-friendly, so that the same course with the same
       | evaluations can be given to students learning in person or
       | enrolled online. Online enrollment is a huge cash cow, and
       | fattening it up is a very high priority. In-person, pen-and-paper
       | assessment threatens their revenue growth model. Anyways, if we
       | have seven sections of Calculus I, and one of these sections is
       | offered online/remote, then none of the seven are allowed any in
       | person assessment. For "fairness". Seriously.
        
         | joe_the_user wrote:
         | Yeah, the thing AI cheating is it seems inherent not in
         | teaching but what mechanical, bureaucratic, for-profit teaching
         | and universities have become.
        
         | valiant55 wrote:
         | Capitalism and the constant thirst for growth is killing
         | society. Since when did universities care almost solely about
         | renevnue and growth?
        
           | thatguy0900 wrote:
           | With the us government now going after their funding they may
           | have to start caring even more
        
           | DrillShopper wrote:
           | > Since when did universities care almost solely about
           | renevnue and growth?
           | 
           | Since endowments got huge.
        
             | wwweston wrote:
             | That's a magnifier but it shouldn't be the cause; for that
             | you need a shift in management culture from optimizing for
             | academic missions to optimizing for careers/influence of
             | management and trustees.
        
               | Jensson wrote:
               | Large endowments causes that unless you have very strict
               | rules around it like the Nobel prize endowment. You can
               | see how every large charity starts to focus on growing
               | larger rather than its mission, Mozilla is a good example
               | of that.
        
             | dehrmann wrote:
             | Could you explain this more? At first glace, a large
             | endowment should either free you from worrying about
             | revenue or move your focus to managing an endowment with a
             | school as a side hustle.
        
               | Jensson wrote:
               | > a large endowment should either free you
               | 
               | A large endowment attracts greedy people who then want to
               | make it larger, that is true regardless where you go.
        
           | thomastjeffery wrote:
           | When it was generally accepted by our society that the goal
           | of all work is victory, not success. Capitalism frames
           | everything as a competition, even when collaboration is
           | obviously superior. Copyright makes this an explicit rule.
        
         | paulorlando wrote:
         | Business models rule us all. Have you tested what kind of
         | pushback you'll receive if you happen to flout the remote rule?
        
           | math_dandy wrote:
           | Centralization and IT-ification has made flouting difficult.
           | There's one common course site on the institution's learning
           | management system for all sections where assignments are
           | distributed and collected via upload dropbox, where grades
           | are tabulated and communicated.
           | 
           | So far, it's still possible to opt out of this coordinated
           | model, and I have been. But I suspect the ability to opt out
           | will soon come under attack (the pretext will be 'uniformity
           | == fairness'). I never used to be an academic freedom
           | maximalists who viewed the notion in the widest sense, but
           | I'm beginning to see my error.
        
             | paulorlando wrote:
             | Sorry to hear this. And thanks for sharing this warning to
             | other educators. I hope you find a way through.
        
         | jofla_net wrote:
         | Thank you for not giving in. The slide downhill is so ravenous
         | and will consume so much of our future until the wise
         | intervene.
        
         | aaplok wrote:
         | > Students don't seem to mind this reversion.
         | 
         | Those I ask are unanimously horrified that this is the choice
         | they are given. They are devastated that the degree for which
         | they are working hard is becoming worthless yet they all assert
         | they don't want exams back. Many of them are neurodivergent who
         | do miserably in exam conditions and in contrast excel in open
         | tasks that allow them to explore, so my sample is biased but
         | still.
         | 
         | They don't have a solution. As the main victims they are just
         | frustrated by the situation, and at the "solutions" thrown at
         | it by folks who aren't personally affected.
        
           | math_dandy wrote:
           | We have an Accessible Testing Center that will administer and
           | proctor exams under very flexible conditions (more time,
           | breaks, quiet/privacy, ...) to help students with various
           | forms of neurodivergence. They're very good and offer a
           | valuable service without placing any significant additional
           | burden on the instructor. Seems to work well, but I don't
           | have first hand knowledge about how these forms of
           | accommodations are viewed by the neurodivergent student
           | community. They certainly don't address the problem of
           | allowing << explorer >> students to demonstrate their
           | abilities.
        
             | aaplok wrote:
             | Yes I think the issue is as much that open tasks make
             | learning interesting and meaningful in a way that exams
             | hardly can do.
             | 
             | This is the core of the issue really. If we are in the
             | business of teaching, as in making people learn, exams are
             | a pretty blunt and ineffective instrument. However since
             | our business is also assessing, proctoring is the best if
             | not only trustworthy approach and exams are cheap in time,
             | effort and money to do that.
             | 
             | My take is that we should just (properly) assess students
             | at the end of their degree. Spend time (say, a full day)
             | with them but do it only once in the degree (at the end),
             | so you can properly evaluate their skills. Make it hard so
             | that the ones who graduate all deserve it.
             | 
             | Then the rest of their time at university should be about
             | learning what they will need.
        
               | const_cast wrote:
               | Exams aren't for learning, they're for measuring.
               | Projects and lecture are for learning.
               | 
               | The problem with this "end of university exam" structure
               | is that you have the same problems as before but now that
               | exam is weighted like 10,000% that of a normal exam.
        
               | Aeolun wrote:
               | You can't expect all students to learn without being
               | forced to, no matter how much that's literally the point
               | of them being there.
               | 
               | They're kids, and they should be treated as such, in both
               | good and bad ways. You might want to make exceptions for
               | the good ones, but absolutely not for the average or bad
               | ones.
        
               | zmgsabst wrote:
               | How many people would work their current job if money
               | wasn't a thing?
               | 
               | People of all ages seek rewards -- and assessments gate
               | the payoffs. Like a boss fight in a video game gates the
               | progress from your skill growth.
        
               | djoldman wrote:
               | > If we are in the business of teaching, as in making
               | people learn, exams are a pretty blunt and ineffective
               | instrument.
               | 
               | I'm curious: what is fulfilling in your job as a math
               | teacher? When students learn? When they're assigned
               | grades that accurately reflect their performance? When
               | they learn something with minimal as opposed to
               | significant effort? Some combination?
               | 
               | I always thought teacher motivations were interesting.
               | I'm sure there are fantastic professors who couldn't care
               | less as to what grades they gave out at the end.
        
               | aaplok wrote:
               | > what is fulfilling in your job as a math teacher?
               | 
               | Many things. The most fulfilling for me is taking a
               | student from hating maths to enjoying it. Or when they
               | realise that in fact they're not bad at maths. Students
               | changing their opinions about themselves or about maths
               | is such a fulfilling experience that it's my main
               | motivation.
               | 
               | Then working with students who likes and are good at
               | maths and challenging them a bit to expand their horizon
               | is a lot of fun.
               | 
               | > When students learn?
               | 
               | At a high level yes (that maths can be fun, enjoyable,
               | doable). Them learning "stuff" not so much, it's part of
               | the job.
               | 
               | > When they're assigned grades that accurately reflect
               | their performance?
               | 
               | Yes but not through a system based on counting how many
               | mistakes they make, like exams do. If I can design a task
               | that enables a student to showcase competency accurately
               | it's great. A task that enables the best ones to extend
               | themselves (and achieve higher marks) is great.
               | 
               | > When they learn something with minimal as opposed to
               | significant effort?
               | 
               | Not at all. If there is no effort I don't believe much
               | learning is happening. I like to give an opportunity for
               | all students to work hard and learn something in the
               | process no matter where they start from.
               | 
               | I only care about the grade as feedback to students. It
               | is a way for me to tell them how far they've come.
        
             | BriggyDwiggs42 wrote:
             | I've had access to that at my school and it's night and
             | day. Not being as stressed about time and being in a room
             | alone bumps me up by a grade letter at least.
        
           | 2OEH8eoCRo0 wrote:
           | > Many of them are neurodivergent who do miserably in exam
           | conditions
           | 
           | Isn't this part of life? Learning to excel anyway?
        
             | JoshTriplett wrote:
             | Life doesn't tend to take place under exam conditions,
             | either.
        
               | Aeolun wrote:
               | The important parts of life (like interviews) do.
        
               | JoshTriplett wrote:
               | > The important parts of life (like interviews)
               | 
               | Interviews shouldn't be "exam conditions" either. See the
               | ten thousand different articles that regularly show up
               | here about why not to do the "invert a binary tree on a
               | whiteboard" style of interview.
               | 
               | There are much better ways to figure out people's skills.
               | And much better things to be using in-person interview
               | time on.
        
               | ecb_penguin wrote:
               | You're confusing the way things are with the way things
               | ought to be.
               | 
               | The reality is life is full of time boxed challenges.
        
               | JoshTriplett wrote:
               | Other than a subset of interviews, what do you have in
               | mind that has a structure similar to an exam? Because I'd
               | agree with the comment at
               | https://news.ycombinator.com/item?id=44106325 .
        
               | ecb_penguin wrote:
               | > what do you have in mind that has a structure similar
               | to an exam?
               | 
               | All of life! An exam is a time boxed challenge. Sometimes
               | it's open notes, sometimes it's not. I've had exams where
               | I have to write an essay, and I've had exams where I've
               | had to solve math problems. All things I've had to do in
               | high pressure situations in my job.
               | 
               | Solving problems with no help and a clock ticking happens
               | a million times per day.
               | 
               | We even assign grades in life, like "meets expectations"
               | and "does not meet expectations".
               | 
               | Even still, you missed the point of my comment. You keep
               | focusing on how interviews should be done, not how
               | they're conducted in reality.
        
               | JoshTriplett wrote:
               | I understood the point of your comment; I disagreed with
               | it. I think there's a meaningful distinction between
               | high-pressure situations at work and exams in school,
               | sufficiently so that the latter is poor preparation for
               | the former. More to the point, everyone is subjected to
               | the latter, while "thrives under pressure" is not a
               | universal quality everyone is expected to have or use.
               | It's a useful skill, and it's more useful to have than to
               | not have, but the same can be said of a thousand skills,
               | and many of them are things I'd prioritize higher in a
               | colleague or employee, given the choice.
        
               | alabastervlog wrote:
               | It's really just interviews, and even those are nothing
               | like any exam I've ever taken. They're closest, in terms
               | of the kind of stress and the skills required to look
               | good, to some kind of solo public speaking performance.
               | 
               | ... which most people come out of 17+ years of school
               | having done very little of, with basically a phobia of
               | it, and being awful at it.
               | 
               | They are probably something like oral exams that a few
               | universities use heavily, or the teaching practices of
               | many elite prep schools.
               | 
               | [edit] oh and interviews in most industries _aren't_ like
               | that. Tech is especially grueling in the interview phase.
        
               | crystal_revenge wrote:
               | I believe parent is making a more general point, and as
               | someone who would also be considered "neurodivergent" I
               | would agree with that point. There were plenty of times
               | growing up where special consideration would have been a
               | huge help for me, but I'm deeply grateful that I learned
               | in a world where "sometimes life is unfair" was
               | considered a valuable lesson.
               | 
               | In my adult life I had a coworker who constantly demanded
               | that she be given special consideration in the work
               | environment: more time to complete tasks, not working
               | with coworkers who moved too quickly, etc. She _was_
               | capable but refused to recognize that even if you have to
               | do things in a way that don 't work for you, sometimes
               | you either have to succeed that way or find something
               | else to do.
               | 
               | Today she's homeless living out of her car, but still
               | demands to that be hired she needs to be allowed to work
               | as slowly as she needs and that she will need special
               | consideration to help her complete daily tasks etc.
               | 
               | We recently lived through an age of incredible
               | prosperity, but that age is wrapping up and competition
               | is heating up everywhere. When things are great, there is
               | enough for everyone, but right now I know top performers
               | that don't need special consideration when doing their
               | job struggling to find work. In this world if you learned
               | to always get by with some extra help, you are going to
               | be in for a very rude awakening.
               | 
               | Had I grown up in the world as it has been the last
               | decade I would have a _much easier_ adolescence and a
               | _much harder_ adult life. I 've learned to find ways to
               | maximize my strengths as well as suck it up and just do
               | it when I'm faced with challenges that target my
               | weaknesses and areas I struggle. Life _isn 't_ fair, but
               | I don't think the best way to prepare people for this is
               | to try to make life more fair.
        
               | falcor84 wrote:
               | I really like your take on this, but disagree with your
               | conclusion. I do think that trying to "make life more
               | fair" is essentially the main goal of civilization,
               | codified as early (and probably much earlier) as The Code
               | of Hammurabi.
               | 
               | My take is that we need to tread a thin line such that we
               | teach young people to accept that life is _inherently_
               | unfair, while at the same time doing what we can as a
               | society to make it more fair.
        
               | JoshTriplett wrote:
               | > My take is that we need to tread a thin line such that
               | we teach young people to accept that life is inherently
               | unfair, while at the same time doing what we can as a
               | society to make it more fair.
               | 
               | Agreed. Teaching that life is unfair ( _and_ how to
               | succeed despite that) is an important lesson. But there
               | 's an object-meta distinction that's important to make
               | there. Don't teach people that life is unfair _by being
               | unfair to them in their education and making them figure
               | it out themselves_. Teach a class on the topic and what
               | they 're likely to encounter in society, a couple times
               | over the course of their education.
        
               | 542354234235 wrote:
               | On the other hand, I look at it in a more "a rising tide
               | raises all boats" situation. Learning how to accommodate
               | people who fall outside the norm not only helps them, but
               | helps everyone, much like the famous sidewalk "curb cuts"
               | for wheelchairs ended up helping everyone with luggage,
               | strollers, bikes, etc.
               | 
               | We as a society have a lot of proxies for evaluating real
               | world value. Testing is a proxy for school knowledge.
               | Interviews are a proxy for job performance. Trying to
               | understand and decouple actual value from the specific
               | proxies we default to can unlock additional value. You
               | said yourself that you do have strengths, so if there are
               | ways society can maximize those and minimize proxies you
               | aren't strong in, that is a win win.
               | 
               | Your coworker sounds like they have an issue with
               | laziness and entitlement more than an issue with
               | neurodivergence. Anyone can be lazy and entitled. Even if
               | someone has a weakness with quick turn production but
               | excels in more complex or abstract long-term projects
               | could be a value added for a company. Shifting workloads
               | so that employees do more tasks they are suited towards,
               | rather than a more ridged system, could end up helping
               | all employees maximize productivity by reducing cognitive
               | load they were wasting on tasks they were not as suited
               | for, but did just because that was the way it was always
               | done and they never struggled enough for it to become an
               | actual "issue".
        
               | 2OEH8eoCRo0 wrote:
               | It's more about the meta-skill of learning to adapt.
               | Learning to be uncomfortable sometimes.
        
             | aaplok wrote:
             | I don't think so? I teach maths, not survival or social
             | pressure. If a student in my class is a competent
             | mathematician why should they not be acknowledged to be
             | that?
        
               | baq wrote:
               | real life first, math second. taking tests is a skill
               | that must be learned, especially now with AI faking quite
               | literally everything that can be shown on a screen.
               | (unless your students are learning purely for the joy of
               | it and not for having a chance to get hired anywhere.)
        
               | LunaSea wrote:
               | > taking tests is a skill that must be learned
               | 
               | Why? It's a useless skill that you will literally never
               | have to use after your schooling.
        
               | baq wrote:
               | and job interviews.
        
               | LunaSea wrote:
               | Depends on the type of interview I guess.
               | 
               | If the company asks leet code problems, I guess they are
               | making the same mistake as schools do.
        
               | razakel wrote:
               | >taking tests is a skill that must be learned
               | 
               | "I had to suffer so you must too."
        
               | baq wrote:
               | "I'm hiring and want to see if his resume checks out"
        
               | DaSHacka wrote:
               | A one-on-one interview is completely different from a
               | paper-and-pencil exam though.
        
               | ecb_penguin wrote:
               | You understand the world actually has difficult problems,
               | right? Like life and death challenges, without video game
               | restarts. You don't get to pause things when it gets
               | hard.
               | 
               | Yes, working under pressure is a skill that should be
               | learned. It's best to learn it on a history exam when
               | nobody is at risk.
        
           | jay_kyburz wrote:
           | I think having one huge exam at the end is the problem. An
           | exam and assessment every week would be best.
           | 
           | Less stress at the end of the term, and the student can't
           | leave everything to the last minute, they need to do a little
           | work every week.
        
             | tbihl wrote:
             | Too much proctoring and grading, not enough holding
             | students' hands for stuff they should have learned from
             | reading the textbook.
        
           | godelski wrote:
           | I don't think I understand, as a terrible test taker myself.
           | 
           | The solution I use when teaching is to let evaluation
           | primarily depend on some larger demonstration of knowledge.
           | Most often it is CS classes (e.g. Machine Learning), so I
           | don't really give much care for homeworks and tests and
           | instead be project driven. I don't care if they use GPT or
           | not. The learning happens by them doing things.
           | 
           | This is definitely harder in other courses. In my undergrad
           | (physics) our professors frequently gave takehome exams. Open
           | book, open notes, open anything but your friends and
           | classmates. This did require trust, but it was usually pretty
           | obvious when people worked together. They cared more about
           | trying to evaluate and push us if we cared than if we
           | cheated. They required multiple days worth of work and you
           | can bet every student was coming to office hours (we had much
           | more access during that time too). The trust and
           | understanding that effort mattered actually resulted in very
           | little cheating. We felt respected, there was a mutual
           | understanding, and tbh, it created healthy competition among
           | us.
           | 
           | Students cheat because they know they need the grade and that
           | at the end of the day they won't won't actually be evaluated
           | on what they learned, but rather on what arbitrary score they
           | got. Fundamentally, this requires a restructuring, but that's
           | been a long time coming. The cheating literally happens
           | because we just treated Goodhart's Law as a feature instead
           | of a bug. AI is forcing us to contend with metric hacking, it
           | didn't create it.
        
           | GeoAtreides wrote:
           | >Many of them are neurodivergent
           | 
           | if "many" are "divergent" then... are they really divergent?
           | or are they the new typical?
        
             | aaplok wrote:
             | Many of the students I talk to. I don't claim they form a
             | representative sample of the student cohort, on the
             | contrary. I guess that the typical student is typical but I
             | have not gone to check that.
        
           | aketchum wrote:
           | It is always interesting to me when people say they are "bad
           | test takers". You mean you are bad at the part where we find
           | out how much you know? Maybe you just don't know the material
           | well enough.
           | 
           | caveat emptor - I am not ND so maybe this is a real concern
           | for some, but in my experience the people who said this did
           | not know the material. And the accommodations for tests are
           | abused by rich kids more than they are utilized by those that
           | need them.
        
             | doctorwho42 wrote:
             | As a self proclaimed bad test taker, it's not that I don't
             | know the information. It's that I am capable of second
             | guessing myself in a particular way in which I can build a
             | logical framework to suggest another direction or answer.
             | 
             | This presents itself as a bad test taker, I rarely ever got
             | above a B+ on any difficult test material. But you put me
             | in a lab, and that same skillset becomes a major advantage.
             | 
             | Minds come in a variety of configurations, id suggest
             | considering that before taking your own experience as the
             | definitive.
        
             | eutropia wrote:
             | datum: I'm ND, but I'm a good test-taker. There were plenty
             | of tests for subjects where I didn't need to study because
             | I was adept at reading the question and correctly assuming
             | what the test-creator wanted answered, and using deduction
             | to reduce possibilities down enough that I could be certain
             | of an answer - or by using meta-knowledge of where the
             | material from the recent lectures was to narrow things
             | down, again, not because I knew the material all that well
             | but because I could read the question. Effectively, I had a
             | decent grasp of the "game" of test-taking, which is rather
             | orthogonal to the actual knowledge of the class material.
        
             | 542354234235 wrote:
             | Tests are just a proxy for understanding and/or application
             | of a concept. Being good at the proxy doesn't necessarily
             | mean you understand the concept, just like not being good
             | at the proxy doesn't mean you don't. Finding other proxies
             | we can use allows for decoupling knowledge from a specific
             | proxy metric.
             | 
             | If I was evaluating the health of various companies, I
             | wouldn't use one metric for all of them, as company health
             | is kind of an abstract concept and any specific metric
             | would not give me a very good overall picture and there are
             | multiple ways for a company to be healthy/successful. Same
             | with people.
             | 
             | There are lots of different ways to utilize knowledge in
             | real world scenarios, so someone could be bad at testing
             | and bad at some types of related jobs but good at other
             | types of related jobs. So unless "test taking" as a skill
             | is what is being evaluated, it isn't necessary to be the
             | primary evaluation tool.
        
             | qwertycrackers wrote:
             | I think the reverse exists as well. I think I am a much
             | better test taker than average, and this has very clearly
             | given me some advantages that come from the structure of
             | exam-focused education. Exam taking is a skill and it's
             | possible to be good at it, independent of the underlying
             | knowledge. Of course knowing the material is still
             | required.
             | 
             | However you are correct in noticing that there are an
             | anomalously high number of "bad test takers" in the world.
             | Many students are probably using this as a flimsy excuse
             | for poor performance. Overall I think the phenomenon does
             | exist.
        
           | armchairhacker wrote:
           | IMO exams should be on the easier side and not require much
           | computing (mainly knowledge, and not unnecessary
           | memorization). They should be a baseline, not a challenge for
           | students who understand the material.
           | 
           | Students are more accurately measured via long, take-home
           | projects, which are complicated enough that they can't be
           | entirely done by AI.
           | 
           | Unless the class is something that requires quick thinking on
           | the job, in which case there should be "exams" that are live
           | simulations. Ultimately, a student's GPA should reflect their
           | competence in the career (or possible careers) they're in
           | college for.
        
           | thatfrenchguy wrote:
           | > Many of them are neurodivergent who do miserably in exam
           | conditions
           | 
           | I mean, for every neurodivergent person who does miserably in
           | exam conditions you have one that does miserably in homework
           | essays because of absence of clear time boundaries.
        
             | BeFlatXIII wrote:
             | Autism vs. ADHD
        
               | ecb_penguin wrote:
               | There is nothing to suggest that it is autism or ADHD.
        
         | sien wrote:
         | In Australia Universities that have remote study have places
         | where people can do proctored exams in large cities. The course
         | is done remotely but the exam, which is often 50%+ of the final
         | grade, is done in a place that has proctored exams as a
         | service.
         | 
         | Can't this be done in the US as well ?
        
           | fn-mote wrote:
           | Variations in this system are in active use in the US as
           | well.
           | 
           | Do you feel it is effective?
           | 
           | It seems to me that there is a massive asymmetry in the war
           | here: proctoring services have tiny incentives to catch
           | cheaters. Cheaters have massive incentives to cheat.
           | 
           | I expect the system will only catch a small fraction of the
           | cheating that occurs.
        
             | baby_souffle wrote:
             | > I expect the system will only catch a small fraction of
             | the cheating that occurs.
             | 
             | It'll depend a lot on who/where/how is doing the screening
             | and what tools (if any) are permitted.
             | 
             | Remember that bogus program for TI8{3,4} series calculators
             | that would clear the screen and print "MEMORY CLEAR"? If
             | the proctor was just looking for that string and not
             | actually jumping through the hoops to _actually_ clear the
             | memory then it was trivial to keep notes / solvers ... etc
             | on the calculator.
        
               | MrDarcy wrote:
               | Was I at university in a small window in time when a
               | TI-89 and TI-92 was allowed?
               | 
               | In the years since, I've only ever heard mention of older
               | models, not newer ones which makes me wonder if this is a
               | special case and situation where technology is frozen in
               | time intentionally to foster learning.
        
               | jmb99 wrote:
               | I wasn't allowed anything more complex than a Casio
               | FX-300ES. Even my 991ES wasn't allowed, let alone
               | something like a TI83/4. This (from what I've heard) is
               | pretty standard in Canadian universities for calc 1-3,
               | linear algebra, discrete, etc.
        
               | neepi wrote:
               | Supposed to be the same thing in the UK but no one cares.
               | In fact most of our students (undergrad mathematics)
               | appear to have HP Prime now which has a full CAS built
               | in. The questions are designed to break the CAS
               | sometimes. Try expanding (a-2b)^1000 on a calculator to
               | get a coefficient out. It gets stuck and hoses the whole
               | calculator.
        
               | vintermann wrote:
               | I was in such a window. TI-89 was allowed by mistake, we
               | were allowed to keep using it since it was expensive.
               | Next year they were back on TI-83s.
               | 
               | Oh yes, they're frozen in time, but since the people who
               | pay for them are not the same people who demand they must
               | be used, they're _not_ frozen in price. It 's the most
               | expensive kilobytes you'll ever buy.
        
               | stonemetal12 wrote:
               | They are not "older models" just lower end. TI-92 came
               | out in 1995 and discontinued in in 1998. TI-83 was
               | introduced in 1996 and discontinued in 2004. TI-89 came
               | out in 1998 and was discontinued in 2004.
               | 
               | At my high school we were allowed to have TI-83s but not
               | TI-89s, because 89s had built in CAS (computer algebra
               | system) and could do your algebra homework for you. When
               | I went to college I already had an 83 so I didn't feel
               | the need to upgrade.
        
               | cjbgkagh wrote:
               | Or just have two calculators and swap them
        
               | Dwedit wrote:
               | It's actually somewhat of a challenge to display "Mem
               | cleared" without access to the lowercase font. You have
               | access to any uppercase character, spaces, and BASIC
               | functions. With stat vars, you also get lowercase "a" "b"
               | "c" "d" "e" and "r". And you can display text at a
               | specific row and column.
               | 
               | I ended up displaying "M" "e" "min(" "c" "log(" "e" "a"
               | "r" "e" "d". Then covered up the "in(" with spaces.
               | 
               | Then you lower your contrast for the full effect.
        
             | barry-cotter wrote:
             | > proctoring services have tiny incentives to catch
             | cheaters. Cheaters have massive incentives to cheat.
             | 
             | If they don't catch them they don't have a business model.
             | They have one job. The University of London, Open
             | University and British Council all have 50+ years
             | experience on proctoring university exams for distance
             | learning students and it's not like Thomson Prometric
             | haven't thought about how to do it either, even if they
             | (mostly?) do computerised exams.
        
               | ghaff wrote:
               | And I daresay most of the corporate certs from companies
               | like Microsoft and Red Hat are probably have pretty well-
               | proctored exams too. To what degree their processes are
               | applicable to a University environment I don't know.
        
               | masfuerte wrote:
               | I took one last year. Microsoft offer a choice of remote
               | proctoring or in-person at a Pearson VUE test centre. I
               | chose the latter.
               | 
               | You put your stuff in a locker. They compare your face to
               | some official photo ID and take your photo. You sit the
               | test. They print out your results along with your
               | mugshot. That's it. It was very painless.
        
               | foolswisdom wrote:
               | The problem is that the business model is that when you
               | outsource _compliance_ (in this case that might be
               | catching cheaters), the important thing is to be able to
               | say that everyone did their best, and you don 't
               | necessarily need to do your best to say that.
        
               | Aerroon wrote:
               | Teachers typically also have years, sometimes decades, of
               | experience running exams. Yet I've never seen a teacher
               | that is any good at stopping cheating. And that's in
               | person for the class that they are teaching.
        
               | palmotea wrote:
               | > Teachers typically also have years, sometimes decades,
               | of experience running exams. Yet I've never seen a
               | teacher that is any good at stopping cheating. And that's
               | in person for the class that they are teaching.
               | 
               | The difference is running exams is a small part of a
               | teacher's job, and almost certainly not the part they're
               | passionate about.
               | 
               | Also proctors demand things I've seen no teacher at any
               | level demand (or be able to demand).
        
               | vintermann wrote:
               | Well, if they don't catch _someone_. They don 't have
               | much incentive to avoid false positives. Catching someone
               | who did not cheat but failed to follow all the draconian
               | rules, is probably a lot easier than to catch an actual
               | cheater.
        
             | sien wrote:
             | From what I've seen it works.
             | 
             | There is definitely a war between cheaters and people
             | catching them. But a lot of people can't be bothered and if
             | learning the material can be made easier than cheating then
             | it will work.
             | 
             | You can imagine proctoring halls of the future being
             | Faraday cages with a camera watching people do their test.
        
               | exhilaration wrote:
               | Local LLMs are almost here, no Internet needed!
        
               | mystraline wrote:
               | Almost?
               | 
               | I've been running a programming LLM locally, with a 200k
               | context length with using system ram.
               | 
               | Its also an abliterated model, so I get none of the
               | moralizing or forced ethics either. I ask, and it
               | answers.
               | 
               | I even have it hooked up to my HomeAssistant, and can
               | trigger complex actions from there.
        
             | dgfitz wrote:
             | Way back like 25 years ago in what we call high school in
             | the US, my statistics teacher tried her damndest to make
             | final exams fair. I said next to someone I had a huge crush
             | on, and offered to take their exam for them. I needed a 'c'
             | to ace the class, and she needed an 'a' to pass. 3
             | different tests and sets of questions/scantrons. I got her
             | the grade she needed, she did not get me the grade I
             | needed.
             | 
             | So to your point, it's easy to cheat even if the proctor
             | tries to prevent it.
        
               | AStonesThrow wrote:
               | I am confused by your pronouns and other plot holes.
               | 
               | You _wanted_ to  "ace the class", which is an "A" on your
               | final report card? But your crush's exam tanked your
               | grade? You passed the class anyway, right?
               | 
               | Did you swap Scantrons, then, and your crush sat next to
               | you, writing answers on the dgfitz forms?
               | 
               | She wouldn't pass without an "A" on the exams, so her
               | running point total was circling the drain, and your
               | effort gave her a "C-" or something?
               | 
               | In what ways did your teacher make the exams "fair"? What
               | percentage of the grade did they comprise?
               | 
               | Were the 3 tests administered on 3 separate occasions, so
               | nobody caught you repeatedly cheating the same way?
        
               | vkou wrote:
               | > Were the 3 tests administered on 3 separate occasions,
               | so nobody caught you repeatedly cheating the same way?
               | 
               | I imagine that it would be utterly trivial for two people
               | to nearly-undetectably cheat in this way, by both of them
               | simply writing the _other_ person 's name on their exam.
        
               | CoastalCoder wrote:
               | My impression was that in high school, girls and boys had
               | pretty distinct handwriting.
               | 
               | Not sure if that impression is accurate though, or if
               | it's true of mathematical writing.
        
             | directevolve wrote:
             | > I expect the system will only catch a small fraction of
             | the cheating that occurs.
             | 
             | The main kind of cheating we need them to prevent is
             | _effective_ cheating - the kind that can meaningfully
             | improve the cheater 's score.
             | 
             | Requiring cheaters to put their belongings in a locker,
             | using proctor-provided resources, and being monitored in a
             | proctor-provided room puts substantial limits on effective
             | cheating. That's pretty much the minimum that any proctor
             | does.
             | 
             | It may not stop 100% of effective cheating 100% of the
             | time, but it would make a tremendous impact in eliminating
             | LLM-based cheating.
             | 
             | If you're worried about corrupt proctors, that's another
             | matter. National brands that are both self- and externally-
             | policed and depend on a good reputation to drive business
             | from universities would help.
             | 
             | With this system, I expect that it would not take much to
             | avoid almost all the important cheating that now occurs.
        
               | rtkwe wrote:
               | Remote proctoring programs at least are pretty rough
               | these days. Their environment conditions are pretty
               | exacting and then they expect you to just stare at the
               | screen and think for basically the whole exam. Minor
               | normal webcam problems can invalidate the entire exam
               | through no fault of the examee or if you look around or
               | fidget a lot it can trigger their cheat detection as
               | well. I'm glad I finished my test taking time before it
               | became the norm.
        
               | dataflow wrote:
               | What do they do if you don't have a webcam? Or if your
               | webcam is broken? Or if you don't feel comfortable
               | sharing your video?
        
               | kortilla wrote:
               | They tell you to come back when you're ready to take the
               | test. This can't be surprising...
        
               | dyauspitr wrote:
               | Webcam is broken is now pretty universally interpreted as
               | I don't want to be on video.
        
               | rtkwe wrote:
               | You get a working web cam. It's a requirement for many
               | remote proctoring services and if you don't have access
               | to one you're screwed.
               | 
               | I get why they use it, without it there's no way to know
               | you're not on your phone or another device cheating since
               | they can only really see what's on the device you've
               | installed the proctor software/rootkit on.
               | 
               | Sadly Linus Tech Tips video of him taking the CompTIA A+
               | exam has been taken down after threatening letters from
               | CompTIA but they demanded a basically baren room, 360
               | photos and spotless web cams.
        
               | Baeocystin wrote:
               | I had to retake a multi-hour proctored test (and only got
               | to do so after a _ridiculous_ amount of back and forth
               | with the school) because my cat jumped up on my computer
               | table while I was taking it, and I looked over at her and
               | gave her a few pets before looking back at the screen.
               | Not joking in the least. It was maddening.
        
               | RHSeeger wrote:
               | But it also only catches cheating on exams. For
               | homework/projects, you can't really have that be in
               | person.
        
               | armchairhacker wrote:
               | My take:
               | 
               | - Make "homework" ungraded. Many college classes already
               | do this, and it has been easy to cheat on it way before
               | AI by sharing solutions. Knowledge is better measured in
               | exams and competence in projects. My understanding is
               | that homework is essentially just practice for exams, and
               | it's only graded so students don't skip it then fail the
               | exams; but presumably now students cheat on it then fail
               | exams, and for students who don't need as much practice
               | it's busywork.
               | 
               | - Make take-home projects complex and creative enough
               | that they can't be done by AI. Assign one large project
               | with milestones throughout the semester. For example, in
               | a web development class, have students build a website,
               | importantly that is non-trivial and theoretically useful.
               | If students can accomplish this in good quality with AI,
               | then they can build professional websites so it doesn't
               | matter (the non-AI method is obsolete, like building a
               | website without an IDE or in jQuery). Classes where a
               | beyond-AI-quality project can't be expected in reasonable
               | time from students (e.g. in an intro course, students
               | probably can't make anything that AI couldn't), don't
               | assign any take-home project.
               | 
               | - If exams (and maybe one large project) aren't enough,
               | make in-class assignments and projects, and put the
               | lectures online to be watched outside class instead.
               | There should be enough class time, since graded
               | assignments are only to measure knowledge and competence;
               | professors can still assign extra ungraded assignments
               | and projects to help students learn.
               | 
               | In summary: undergraduate college's purpose is to educate
               | and measure knowledge and competence. Students' knowledge
               | and competence should be measured via in-class
               | assignments/exams and, in later courses, advanced take-
               | home projects. Students can be educated via ungraded out-
               | of-class assignments/projects, as well as lectures, study
               | sessions, tutoring, etc.
        
               | RHSeeger wrote:
               | > My understanding is that homework is essentially just
               | practice for exams
               | 
               | There are a LOT of people that don't take exams well.
               | When you combine that with the fact that the real world
               | doesn't work like exams in 90% of cases, it makes a lot
               | of sense for grades to _not_ based on exams (as much as
               | possible). Going the other direction (based on nothing
               | _but_ exams) is going to be very painful to a lot of
               | people; people that do learn the material but don't test
               | well.
        
               | armchairhacker wrote:
               | I made another comment on this thread about that. Exams
               | should be test important knowledge (not computation or
               | trick questions) so they should be easy for students who
               | learned the material, even those who traditionally have
               | trouble with exams. Most of the grade should be frequent
               | in-class assignments or long take-home projects, which
               | test almost if not the same skills students would use
               | professionally (e.g. debug a simulated server failure in-
               | class; develop a small filesystem with a novel feature at
               | home).
               | 
               | The in-class assignments should also be easier than the
               | take-home projects (although not as easy as the exams).
               | In-class assignments and exams would be more common in
               | earlier classes, and long projects would be more common
               | in later classes.
        
             | wisty wrote:
             | You can't stop people hiring someone who looks similar from
             | sitting the exam, or messages in morse code via Bluetooth.
             | It's hard to stop a palm card.
             | 
             | But it stops a casual cheater from having ChatGTP on a
             | second device.
        
               | grogenaut wrote:
               | You can.
               | 
               | I did a remote proctored exam for the NREMT last year.
               | They had me walk the camera around the room, under the
               | desk, etc. All devices had to be in my backpack. No
               | earbuds. They made me unplug the conference tv on the
               | wall, lift picture frames etc. I had to keep my hands
               | above the table the whole time, I couldn't look down if I
               | was scratching an itch. They installed rootkit software
               | and closed down all of the apps other than the browser
               | running the test. They killed a daemon I run on my own
               | pcs that is custom. They are recording from the webcam
               | the whole time and have it angled so they can see. They
               | record audio the whole time. I accidentally alt tabbed
               | once and muted the mic with a wrong keyboard, those were
               | first and second warning within 5 seconds.
               | 
               | When you take the test in a proctored testing center
               | location they lock all of your stuff in a locker, check
               | your hands, pockets, etc. They give you earplugs. You use
               | their computer. They record you the whole time. They
               | check your drivers license and take a fingerprint.
               | 
               | Those methods would stop a large % of your attack
               | vectors.
               | 
               | As do the repercussions:
               | 
               | A candidate who violates National Registry policies, or
               | the test center's regulations or rules, or engages in
               | irregular behavior, misconduct and/or does not follow the
               | test administrator's warning to discontinue inappropriate
               | behavior may be dismissed from the test center. Exam fees
               | for candidates dismissed from a test center will not be
               | refunded. Additionally, your exam results may be withheld
               | or canceled. The National Registry of EMTs may take other
               | disciplinary action such as denial of National EMS
               | Certification and/or disqualification from future
               | National Registry exams.
               | 
               | At a minimum you're paying the $150 fee again, waiting
               | another month to get scheduled and taking another 3 hours
               | out of your day.
        
               | AStonesThrow wrote:
               | I took 3 CompTIA certification tests at a community
               | college testing center. This was the procedure, more or
               | less.
               | 
               | > When you take the test in a proctored testing center
               | location they lock all of your stuff in a locker, check
               | your hands, pockets, etc. They give you earplugs. You use
               | their computer. They record you the whole time. They
               | check your drivers license and take a fingerprint.
               | 
               | While attending there, I also took a virtual Calculus
               | class. The instructor was based in the satellite campus,
               | several miles away. The virtual class required a TI
               | graphing calculator, used Pearson textbook & video
               | lectures, and all the tests and quizzes were in Canvas. I
               | worked from home or the main campus, where there was a
               | tutoring center, full of students and tutors making the
               | rounds to explain everything. I received tutoring every
               | other week.
               | 
               | But then our instructor posted the details on our final
               | exams. We were expected to arrive in-person, for the
               | first time of the semester, on that satellite campus at
               | specified times.
               | 
               | I protested, because everything I'd ever done was on the
               | main campus, and I rode public transit, and the distance
               | and unfamiliarity would be a hardship. So the disability
               | services center accommodated me.
               | 
               | They shut me into in a dimly lit one-person room with a
               | desk, paper, and pencil, and I believe there was a
               | camera, and no calculator required. The instructor had
               | granted an extended period to complete the exam, and I
               | finished at the last possible moment. I was so thankful
               | to be done and have good results, because I had really
               | struggled to understand Calculus.
        
               | userbinator wrote:
               | I'd rather go take the test in person than subject myself
               | to such extreme surveillance of my own premises.
        
               | grogenaut wrote:
               | I'd agree, but I did it at work in a conference room. And
               | I was able to schedule a day out virtually instead of a
               | month out for in person, and I didn't want them taking my
               | fingerprint.
               | 
               | I used a spare laptop I wipe.
        
               | userbinator wrote:
               | Making them surveil your employer instead is not a bad
               | idea either.
        
               | grogenaut wrote:
               | I'd pit my megacorp's security against theirs any day of
               | the week, but as I said I just used and wiped a laptop
               | just for the test.
        
               | coderatlarge wrote:
               | wow, that's intense. i wonder how much actual cheating
               | they must have caught to arrive at such a draconian
               | model. it would be interesting if they published their
               | statistics to make it clear whether all these things are
               | truly necessary.
        
               | harvey9 wrote:
               | What stats would convince you? A woman was jailed in the
               | UK last week for taking in person tests on behalf of
               | others. She wore a variety of wigs to fool test centre
               | staff. Where there's demand there's people who will try
               | to supply it.
        
               | coderatlarge wrote:
               | i guess i would expect them to publish some rates of
               | disciplinary actions per sitting and the type of
               | attempted behavior.
               | 
               | ex "1% of test takers were disciplined for attempting to
               | contact someone for help using a disallowed electronic
               | device surreptitiously"
               | 
               | minimally as deterrance
        
               | josephcsible wrote:
               | The remote proctored exam is a major invasion of privacy,
               | but nevertheless, there's at least a dozen ways you could
               | cheat despite all of that.
        
               | AStonesThrow wrote:
               | I fear that remote-proctoring can be liable to more false
               | positives, if they are going to flag actions that "might"
               | indicate a cheating sort of behavior, but they can't
               | reach in and unveil your secret cheat sheet or identify
               | your accomplice. I don't know the whole process after the
               | remote proctor flags something, but it would seem more
               | difficult for the student to defend innocence.
        
               | josephcsible wrote:
               | It's quite unfair of them to basically say "we're not
               | competent enough as proctors to come up with evidence of
               | guilt, so we'll use a guilty-until-proven-innocent system
               | instead."
        
               | Gigachad wrote:
               | Both of those are so hard and so expensive that usually
               | just learning the material is more practical.
               | 
               | LLMs and remote exams changed the equation so now
               | cheating is incredibly easy and super effective compared
               | to trying to morse code someone with a button in your
               | shoe.
        
             | redcobra762 wrote:
             | If you've been to one of these testing centers, you'd
             | realize it's not easy to cheat, and the companies that run
             | them take cheating seriously. The audacity of someone to
             | cheat in that environment would be exceptionally high, and
             | just from security theater alone I suspect almost no actual
             | cheating takes place.
        
             | aerhardt wrote:
             | I did a proctored exam for Harvard Extension at the British
             | Council in Madrid. The staff is proctoring exams year-round
             | for their in-house stuff so their motivation
             | notwithstanding they know what they're doing.
        
           | math_dandy wrote:
           | Proctoring services done well could be valuable, but it's
           | smaller rural and remote communities that would benefit most.
           | Maybe these services could be offered by local schools,
           | libraries, etc.
        
             | mac-mc wrote:
             | It does feel like easy side money for local schools and
             | teachers that will have empty classrooms after 5pm.
        
               | postalrat wrote:
               | Depends on how many students would use the service. If
               | its just a 1 or 2 at a time then its going to be quite
               | expensive for those students.
        
           | bigfatkitten wrote:
           | Not even just large cities. Decent sized towns have them too,
           | usually with local high school teachers or the like acting as
           | proctors.
        
           | globalnode wrote:
           | Where I'm studying its proctored-online. They have a custom
           | browser and take over your computer while you're doing the
           | exam. Creepy AF but saves travelling 1,300 km to sit an exam.
        
             | dehrmann wrote:
             | Wouldn't spending $300 on a laptop to cheat on an exam for
             | a class you're paying thousands for make sense? It would
             | probably improve your grade more than the text book.
        
               | seb1204 wrote:
               | You have to install an app that is a Bowser that at the
               | same time locks the entire computer. Only this browser
               | works. Install it, give it the needed admin permission
               | and participate in your test or don't. This is also used
               | in Australian schools for NAPLAN
               | https://www.nap.edu.au/naplan/understanding-online-
               | assessmen...
        
           | baq wrote:
           | nope. too much impact on profit.
        
           | throwaway2037 wrote:
           | Can you tell us: Is "remote study" a relatively recent phenom
           | in AU -- COVID era, or much older? I am curious to learn
           | more. And, what is the history behind it? Was it
           | created/supported because AU is so vast and many people a
           | state might not live near the campus?
           | 
           | Also: I think your suggestion is excellent. We may see this
           | happen in the US if AI cheating gets out of control (which it
           | well).
        
             | stevage wrote:
             | It definitely existed before, particularly as a revenue
             | stream for some of the smaller universities such as USQ. I
             | think for the big ones it was a bit beneath them, then
             | suddenly COVID came and we had lockdown for a long time in
             | Melbourne. Now it's an expectation that students can access
             | everything from home, but the flipside is everyone
             | complains about how much campus life has declined. Students
             | are paying more for a lower quality education and less
             | amenity.
        
             | dirkc wrote:
             | The same thing exists in South Africa, the university is
             | called UNISA [1]. It has existed for a long time - my
             | parents time. Lots of people that can't afford to go to
             | university (as in, needs to earn an income) studies with
             | them.
             | 
             | [1] - https://www.unisa.ac.za/sites/corporate/default
        
           | wrp wrote:
           | The Open University in the UK started in 1969. Their staff
           | have a reputation for good interaction with students, and I
           | have seen very high quality teaching materials produced
           | there. I believe they have always operated on the basis of
           | remote teaching but on-site evaluation. The Open University
           | sounds like an all-round success story and I'm surprised it
           | isn't mentioned more in discussions of remote education.
        
         | EGreg wrote:
         | So just have test centers, and flip the classroom.
        
           | math_dandy wrote:
           | I think this is a good approach.
        
         | cebert wrote:
         | Thanks for sharing this anecdote. It's easy to forget the
         | revenue / business side of education and that universities are
         | in a hard spot here.
        
         | dehrmann wrote:
         | I attended Purdue. Since I graduated, it launched its "Purdue
         | Global" online education. Rankings don't suggest it's happened
         | yet, but I'm worried it will cheapen the brand and devalue my
         | degree.
        
           | nsagent wrote:
           | I remember sitting with the faculty in charge of offering
           | online courses when I visited as an alum back in 2014. They
           | seemed to look at it as a cash cow in their presentation.
           | They were eager to be at the forefront of online CS degrees
           | at the time.
        
         | coderatlarge wrote:
         | is it ok for students to submit images of hand-written
         | solutions remotely?
         | 
         | seriously it reminds me of my high school days when a teacher
         | told me i shouldn't type up my essays because then they
         | couldn't be sure i actually wrote them.
         | 
         | maybe we will find our way back to live oral exams before
         | long...
        
         | BrenBarn wrote:
         | I see that pressure as well. I find that a lot of the problems
         | we have with AI are in fact AI exposing problems in other
         | aspects of our society. In this case, one problem is that the
         | people who do the teaching and know what needs to be learned
         | are the faculty, but the decisions about how to teach are made
         | by administrators. And another problem is that colleges are
         | treating "make money" as a goal. These problems existed before
         | AI, but AI is exacerbating them (and there are many, many more
         | such cases).
         | 
         | I think things are going to have to get a lot worse before they
         | get better. If we're lucky, things will get so bad that we
         | finally fix some shaky foundations that our society has been
         | trying to ignore for decades (or even centuries). If we're not
         | lucky, things will still get that bad but we won't fix them.
        
           | Brybry wrote:
           | Instructors and professors are required to be subject matter
           | experts but many are not required to have a teaching
           | certification or education-related degree.
           | 
           | So they know _what_ students should be taught but I don 't
           | know that they necessarily know _how_ any better than the
           | administrators.
           | 
           | I've always found it weird that you need teaching
           | certification to teach basic concepts to kindergartners but
           | not to teach calculus to adults.
        
             | Super_Jambo wrote:
             | Once you're an adult some of the best lessons come from
             | having bad teachers.
        
               | iwanttocomment wrote:
               | Adult here! No.
        
               | vacuity wrote:
               | Adult here; there are lessons everywhere, but people
               | learn very differently.
        
             | dr_dshiv wrote:
             | Just watch out for who is certifying how things _should_ be
             | taught. It's honestly one reason education is so bad and so
             | slow to change.
             | 
             | Edit: and why perfectly capable professionals can't be
             | teachers without years of certification
        
             | BrenBarn wrote:
             | The instructors may not know the absolute best way to
             | teach, but I think they do know more than the
             | administrators. All my interaction with teacher training
             | suggests to me that a large proportion of it is basically
             | vacuous. On dimensions like the ones under discussion here
             | (e.g., "should we use AI", "can we do this class online"),
             | there is not really anything to "know": it's not like
             | anyone is somehow a super expert on AI teaching. Teacher
             | training in such cases is mostly just fads with little
             | substantive basis.
             | 
             | Moreover, the same issues arise even outside a classroom
             | setting. A person learning on their own from a book vs. a
             | chatbot faces many of the same problems. People have to
             | deal with the problem of AI slop in office emails and
             | restaurant menus. The problem isn't really about teaching,
             | it's about the difficulty of using AI to do anything
             | involving substantive knowledge and the ease of using AI to
             | do things involving superficial tasks.
        
             | hoseja wrote:
             | Nobody knows "how" things should be taught. Pedagogy is
             | utter disaster.
        
               | throwaway2037 wrote:
               | I am pretty sure that early childhood education (until
               | fifth grade) is a very active area of research in all
               | highly developed nations. Almost, by definition, it you
               | want to (a) become or (b) stay a highly developed nation,
               | you need to have a high quality public education system.
               | 
               | My mother was a first grade teacher for 30+ years. In her
               | school system, first grade is the year that students
               | learn to read. Each year, she was also required to take
               | professional training classes for a certain number of
               | days. She told me that, in her career, there were many
               | changes and improvements and new techniques developed to
               | help children learn how to read. One thing that changed a
               | lot: The techniques are way more inclusive, so non-normie
               | kids can learn to read better at an earlier age.
        
               | orwin wrote:
               | A lot of research is made. Are the discoveries applied
               | properly? Not always.
        
             | throwaway2037 wrote:
             | > Instructors and professors are required to be subject
             | matter experts but many are not required to have a teaching
             | certification or education-related degree.
             | 
             | I attended two universities to get my computer science
             | degree. The first was somewhat famous/prestigious, and I
             | found most of the professors very unapproachable and cared
             | little about "teaching well". The second was a no-name
             | second tier public uni, but I found the professors much
             | more approachable, and they made more effort to teach well.
             | I am still very conflicted about that experience. Sadly,
             | the students were way smarter at the first uni, so the
             | intellectual rigor of discussions was much higher than my
             | second uni. My final thoughts: "You win some; you lose
             | some."
        
               | falcor84 wrote:
               | That's been my experience too, and I think it actually
               | makes perfect sense from an evolutionary perspective - if
               | the students are smart enough to learn well regardless of
               | the level of the instruction, then the professors don't
               | face any pressure to improve.
               | 
               | Taking this to the extreme, I think that a top-tier
               | university could do very well for itself by only
               | providing a highly selective admission system, good
               | facilities and a rigorous assessment process, while
               | leaving the actual learning to the students.
        
               | lukan wrote:
               | I rather think it is a elitist concept of "I am a highly
               | respected professor at a elite uni, how dare you bother
               | me with your profane questions!"
               | 
               | I was at a Uni aiming for and then gaining "Elite" status
               | in germany and I did not liked the concept and the
               | changes.
               | 
               | I like high profile debates. As high as possible. But I
               | don't like snobism. We all started as newbs.
        
               | infecto wrote:
               | Sounds more like the unfortunate differences between
               | teaching professors and research professors.
               | Unfortunately some research schools force professors to
               | teach N credits per semester even if that is not their
               | speciality.
               | 
               | Your approach sounds too elitist for myself. I think you
               | simply figure out the core skills of your professors.
               | Maybe some teach undergrad well, others only advanced
               | degrees. Maybe some should just be left to research with
               | minimal classrooms etc.
        
               | keiferski wrote:
               | Universities don't pick professors because they are good
               | teachers, they pick them for their research publications.
               | The fact that some professors end up being good teachers
               | is almost coincidental.
        
               | bsenftner wrote:
               | For the most part, most universities, that is true. I was
               | dissatisfied with the quality of my undergrad college
               | education, and had the resources to try other
               | universities. After two state schools, I figured out that
               | Boston is The University City with 700,000 college
               | students in the larger Boston area when I attended Boston
               | University, MIT and Harvard. I found Boston's over sized
               | undergraduate population created a credit sharing system
               | for all the Boston area colleges, and if one wanted they
               | could just walk onto anther campus and take their same
               | class at your university. So, of course, I took at the
               | classes I could at Harvard. I was formally an engineering
               | student at BU, but as far as the professors at Harvard
               | and MIT knew I was a student at their school. What I
               | found was that at Harvard, and about 75% of the time at
               | MIT, the professors are incredibly good, they are the
               | educational best self actualizing as teachers. Every
               | single Harvard professor took a personal interest in my
               | learning their subject. I saw that no where else.
        
               | keiferski wrote:
               | Yeah at that level you're basically optimizing for all
               | around excellence, and it's hard to be a leader in your
               | field without also being deeply interested in it at all
               | levels -- and being reasonably charismatic.
               | 
               | I've only taken classes at state schools, and my
               | experience was that I'd often get a professor that was
               | clearly brilliant at publishing but lacked even the most
               | rudimentary teaching skills. Which is insightful in its
               | own way...just not optimal for teaching.
        
               | SoftTalker wrote:
               | This is true for research universities. There are many
               | excellent teaching colleges where professors are hired to
               | teach, and don't do research.
        
               | ninetyninenine wrote:
               | This is universal. I've had largely the same experience.
               | There's several reasons for this.
               | 
               | 1. Stupider people are better teachers. Smart people are
               | too smart to have any empathic experience on what it's
               | like to not get something. They assume the world is smart
               | like them so they glaze over topics they found trivial
               | but most people found confusing.
               | 
               | 2. They don't need to teach. If the student body is so
               | smart then the students themselves can learn without
               | teaching.
               | 
               | 3. Since students learn so well there's no way to
               | differentiate. So institutions make the material harder.
               | They do this to differentiate students and give rankings.
               | Inevitably this makes education worse.
        
               | datadrivenangel wrote:
               | I did once have a Physics lecturer say " When I took
               | Quantum Mechanics back in my undergrad, I got an A but
               | didn't actually understand anything" and then in the same
               | lecture 20 minutes later: "What part of this do you not
               | understand?" when the entire class was just blankly
               | looking at the whiteboard.
        
               | stackedinserter wrote:
               | Seriously, what so non-understandable in first 20 minutes
               | of QM?
        
               | brookst wrote:
               | Probably depends on how it's explained, no?
               | 
               | I could make arithmetic incomprehensible, let alone QM.
        
               | vonneumannstan wrote:
               | They never implied it was the first 20 minutes of the
               | entire course
        
               | SoftTalker wrote:
               | At least at the undergrad level, it's not impossible to
               | get an "A" without actually learning anything. Especially
               | Freshman/Sophomore level classes. You just cram for the
               | exams and regurgitate what you memorized. Within a few
               | months time it's mostly gone.
        
               | lamename wrote:
               | It's simpler than that. "Prestigious" universities
               | emphasize research prestige over all else on faculty.
               | Faculty optimize for it and some even delight in being
               | "hard" (bad) teachers because they see it as beneath
               | them.
               | 
               | Less "prestigious" universities apply less of that
               | pressure.
        
               | seniorThrowaway wrote:
               | It can also be different within the same university, by
               | department. I graduated from a university with a highly
               | ranked and research oriented engineering department. I
               | started in computer engineering which was in the college
               | of engineering but ended up switching to computer science
               | which was in the college of arts and sciences. The
               | difference in the teachers and classroom experience was
               | remarkable. It definitely seemed like the professors in
               | the CS department actually wanted to teach and actually
               | enjoyed teaching as compared to the engineering
               | professors who treated it like it was wasting their time
               | and expected you to learn everything from the book and
               | their half-assed bullet point one way lectures.
               | Unfortunately or fortunately, depending on your view, it
               | also meant having to take more traditional liberal arts
               | type electives in order to graduate.
        
             | stevage wrote:
             | This is very different in France. Studying to be a teacher
             | at university level is a big deal.
        
               | orwin wrote:
               | Since the reform on University administration circa 2011,
               | a big push was done towards 'evaluation continue'
               | (basically regular tests), which now last until your
               | third year in some Uni, to make public universities more
               | like private schools, and against 'partiels' (two big
               | batteries of standardized tests in person, with thousands
               | in the same area, with only pen and papers, one early
               | January, second in may, every year, over a week).
               | 
               | That push was accelerated because of COVID, but with the
               | 'AI homework', it gave teachers a possibility to argue
               | against that move and the trend seemed stopped last year
               | (I don't now yet if it has reverted). In any case, I hope
               | this AI trend will give more freedom to teachers, and
               | maybe new ways of teaching.
               | 
               | And I'm not a big Llm fan in general, but in my country,
               | in superior education, it seems good overall.
        
               | stevage wrote:
               | Ah, that's interesting, thanks. I lived in France in
               | 2001-2 and was friends with someone who was studying for
               | his partiels to become a chemistry teacher.
        
             | fastasucan wrote:
             | >I've always found it weird that you need teaching
             | certification to teach basic concepts to kindergartners but
             | not to teach calculus to adults.
             | 
             | There is a lot more on the plate when you are kindergarten
             | teacher - as the kids needs a lot of supervision and
             | teaching outside the "subject" matters, basic life skills,
             | learning to socialize.
             | 
             | Conversely, at a university the students should generally
             | handle their life without your supervision, you can trust
             | that all of them are able to communicate and to understand
             | most of what you communicate to them.
             | 
             | So the subject matter expertise in kidnergartens is how to
             | teach stuff to kids. Its not about holding a fork, or to
             | not pull someones hair. Just as the subject matter
             | expertise in an university can be maths. You rarely have
             | both, and I don't understand how you suggest people get
             | both a phd in maths, do enough research to get to be a
             | professor and at the same time get a degree in education?
        
               | 542354234235 wrote:
               | I was an instructor for a college credit eligible
               | certification course. While I think that education degree
               | is more than you need, providing _effective and engaging_
               | instruction is a skill and is part of actual teaching at
               | any level. Concepts like asking a few related open ended,
               | no right answer questions at the beginning of a new topic
               | to prime students' thinking about that topic. Asking
               | specific students "knowledge check" or "summarize
               | /restate this topic" questions throughout keeps students
               | from checking out. Alternating instruction with
               | application type exercises help solidify concepts. Lesson
               | plans/exercises/projects that build on each other and
               | reincorporate previous topics. Consideration of how to
               | assess students between testing and projects, for example
               | a final vs a capstone project.
               | 
               | If you are just providing materials and testing, you
               | aren't actually teaching. Of course there are a ton of
               | additional skills that go into childhood development, but
               | just saying adults should figure it out and regurgitating
               | material counts as "teaching" is BS.
        
             | Telemakhos wrote:
             | A PhD was historically a teaching degree: that's what the D
             | stands for.
        
               | raverbashing wrote:
               | No?
               | 
               | PhD - Philosophy Doctor
        
               | treis wrote:
               | Doctor is latin for teacher
        
               | valleyer wrote:
               | Doctor is Latin for teacher; cf. "doctrine", "docent".
        
               | raverbashing wrote:
               | Fair enough. I had looked into it but missed the "Doctor"
               | part.
        
             | rtkwe wrote:
             | > I've always found it weird that you need teaching
             | certification to teach basic concepts to kindergartners but
             | not to teach calculus to adults.
             | 
             | I think this is partially due to the age of the students,
             | by the time you hit college the expectation is you can do a
             | lot of the learning yourself outside of the classroom and
             | will seek out additional assistance through office hours,
             | self study, or tutors/classmates if you aren't able to
             | understand from the lecture alone.
             | 
             | It's also down to cost cutting, instead of having entirely
             | distinct teaching and research faculty universities require
             | all professors to teach at least one class a semester.
             | Usually though the large freshman and sophomore classes do
             | get taught by quasi dedicated 'teaching' professors instead
             | of a researcher ticking a box.
        
             | hollandheese wrote:
             | >don't know that they necessarily know how any better than
             | the administrators.
             | 
             | If someone is doing something day in and day out, they do
             | gain knowledge on what works and doesn't work. So just by
             | doing that the professors typically know much more about
             | how people should be taught than the administrators.
             | Further, the administrators' incentives are not aligned
             | towards insuring proper instruction. They are aligned with
             | increasing student enrollment and then cashing out whenever
             | they personally can.
        
           | california-og wrote:
           | I totally agree. I think the neo-liberal university model is
           | the real culprit. Where I live, Universities get money for
           | each student who graduates. This is up to 100k euros for a
           | new doctorate. This means that the University and its admin
           | want as many students to graduate as possible. The (BA&MA)
           | students also want to graduate in target time: if they do,
           | they get a huge part of their student loans forgiven.
           | 
           | What has AI done? I teach a BA thesis seminar. Last year,
           | when AI wasn't used as much, around 30% of the students
           | failed to turn in their BA thesises. 30% drop-out rate was
           | normal. This year: only 5% dropped out, while the amount of
           | ChatGPT generated text has skyrocketed. I think there is a
           | correlation: ChatGPT helps students write their thesises, so
           | they're not as likely to drop out.
           | 
           | The University and the admins are probably very happy that so
           | many students are graduating. But also, some colleagues are
           | seeing an upside to this: if more graduate, the University
           | gets more money, which means less cuts to teaching budgets,
           | which means that the teachers can actually do their job and
           | improve their courses, for those students who are actually
           | there to learn. But personally, as a teacher, I'm at loss of
           | what to do. Some thesises had hallucinated sources, some had
           | AI slop blogs as sources, the texts are robotic and boring.
           | But should I fail them, out of principle on what the ideal
           | University should be? Nobody else seems to care. Or should I
           | pass them, let them graduate, and reserve my energy to teach
           | those who are motivated and are willing to engage?
        
             | avhception wrote:
             | I think one of the outcomes might be a devaluation of the
             | certifications offered in the public job marketplace.
        
               | throwaway2037 wrote:
               | I can say from some working experience in the United
               | States that way too many jobs require a university
               | degree. I remember being an intern or my first job after
               | uni (which I struggled a great deal to complete), looking
               | around and thinking: "There is no way that all of these
               | people need a uni degree to do their jobs." I couldn't
               | believe how easy work was compared to my uni studies (it
               | was hell). I felt like I was playing at life with a cheat
               | code (infinite lives, or whatever). I don't write that to
               | brag; I am sure many people here feel the same. So many
               | jobs at mega corps require little more than common sense:
               | Come to work on time, dress well, say your pleases and
               | thank yous, be compliant, do what is asked, etc. Repeat
               | and you will have a reasonable middle class life.
        
               | CalRobert wrote:
               | Then there's Europe, where making it easy to get a
               | master's degree just let to jobs requiring people to
               | waste time getting yet another unneeded degree.
        
               | intended wrote:
               | This entire situation is something that is predictable,
               | and I have personally called it out years ago - not
               | because of some unique ability, but because this is what
               | happened in India and China decades upon decades ago.
               | 
               | There's only so many jobs which have you a good salary.
               | 
               | So everyone had to become a doctor lawyer or engineer.
               | Business degrees were seen as washouts.
               | 
               | Even for the job of a peon, you had to be educated.
               | 
               | So people followed incentives and got degrees - in any
               | way or form they could.
               | 
               | This meant that degrees became a measure, and they were
               | then ruthlessly optimized for, till they stopped having
               | any ability to indicate that people were actually
               | engineers.
               | 
               | So people then needed more degrees and so on - to
               | distinguish their fitness amongst other candidates.
               | 
               | Education is what liberal arts colleges were meant to
               | provide - but this worked only in an economy that could
               | still provide employment for all the people who never
               | wanted to be engineers, lawyers or doctors.
               | 
               | This mess will continue constantly, because we simply
               | cannot match/sort humans, geographies, skills, and jobs
               | well enough - and verifiably.
               | 
               | Not everyone is meant to be a startup founder. Or a
               | doctor. Or a plumber, or a historian or an architect or
               | an archaeologist.
               | 
               | It's a jobs market problem, and has been this way ever
               | since the American economy wasn't able to match people
               | with money for their skills.
        
               | rwyinuse wrote:
               | Yep, it's a job market problem. Only degrees that are
               | somehow limited in their supply will continue to hold
               | value, the rest approach worthlessness. Neither the state
               | nor universities have any interest to limit the supply.
               | 
               | In my country doctors earn huge salaries and have 100%
               | job security, because their powerful interest groups have
               | successfully lobbied to limit the number of grads below
               | job market's demand. Other degrees don't come even close.
        
               | mcherm wrote:
               | You seem to be missing the first step: get hired for the
               | job in the first place.
        
               | xsmasher wrote:
               | This is why you need the degree. HR has a stack of
               | resumes a mile high, if they can throw out all the non-
               | degrees to narrow the field then their job is easier.
        
             | halgir wrote:
             | > Some thesises had hallucinated sources, some had AI slop
             | blogs as sources, the texts are robotic and boring. But
             | should I fail them, out of principle on what the ideal
             | University should be?
             | 
             | No, you should fail them for turning in bad theses, just
             | like you would before AI.
        
               | california-og wrote:
               | That's probably what should happen, but it's not what
               | happens in reality. In grading I have to follow a very
               | detailed grading matrix (made by some higher-ups) and the
               | requirements for passing and getting the lowest grade are
               | so incredibly low that it's almost impossible to fail, if
               | the text even somewhat resembles a thesis. The only way I
               | could fail a student, is if they cheated, plagiarised or
               | fabricated stuff.
               | 
               | The person who used the AI slop blog for sources, we
               | asked them to just remove them and resubmit. The person
               | who hallucinated sources is however getting investigated
               | for fabrication. But this is an incredibly long process
               | to go through, which takes away time and energy from
               | actual teaching / research / course prep. Most of the
               | faculty is already overworked and on the verge of burnout
               | (or are recovering post-burnout), so everybody tries to
               | avoid it if they can. Besides, playing a cop is not what
               | anybody wants to do, and its not what teaching should be
               | about, as the original blog post mentioned. IF the
               | University as an institution had some standards and
               | actually valued education, it could be different. But
               | it's not. The University only cares about some imaginary
               | metrics, like international rankings and money. A few
               | years ago they built a multi-million datacenter just for
               | gathering data from everything that happens in the
               | University, so they could make more convincing
               | presentations for the ministry of education -- to get
               | more money and to "prove" that the money had a measurable
               | impact. The University is a student-factory (this is a
               | direct quote by a previous principal).
        
               | halgir wrote:
               | That sounds horrible. Thanks for the insight.
        
               | throwaway2037 wrote:
               | > The person who used the AI slop blog for sources
               | 
               | That phrase is so utterly dystopian. I am laughing, but
               | not in a good way.
        
               | jorvi wrote:
               | > The University is a student-factory
               | 
               | In The Netherlands, we have a three-tier tertiary system:
               | MBO (practical job education / trades), HBO (college job
               | education / applied college) and WO (scientific education
               | / university).
               | 
               | A lot of the fancy jobs require WO. But in my opinion, WO
               | is much too broad a program, because it tries to both
               | create future high tier workers as well as researchers.
               | The former would be served much better by a reduced,
               | focused programme, which would leave more bandwidth for
               | future researchers to get the 'true' university education
               | they need.
        
               | intended wrote:
               | Yeah, our information and training systems are kinda
               | failing at dealing with the reality of our actual
               | information environment.
               | 
               | Take law for example and free speech - a central tenet to
               | a functional democracy is effective ways to trade ideas.
               | 
               | A core response in our structure to falsehoods and
               | rhetoric is counter speech.
               | 
               | But I can show you that counter speech fails. We have
               | realms upon realms of data inside tech firms and online
               | communities that shows us the mechanics of how our
               | information economies actually work, and counter speech
               | does diddly squat.
               | 
               | Education is also stuck in a bind. People need degrees to
               | be employable today, but the idea of education is tied up
               | with the idea of being a good educated thinking human
               | being.
               | 
               | Meaning you are someone who is engaged with the ideas and
               | concepts of your field, and have a mental model in your
               | head, that takes calories, training and effort to use to
               | do complex reasoning about the world.
               | 
               | This is often overkill for many jobs - the issue isn't
               | doing high level stats in a day science role, it's doing
               | boring data munging and actually getting the data in the
               | first place. (Just an example).
               | 
               | High quality work is hard, and demanding, and in a market
               | with unclear signals, people game the few systems that
               | used to be signals.
               | 
               | Which eventually deteriorated signal till you get this
               | mess.
               | 
               | We need jobs that give a living wage, or provide a
               | pathway to achieving mastery while working, so that the
               | pressure on the education lever can be reduced and spread
               | elsewhere.
        
               | freezePeach2958 wrote:
               | > A core response in our structure to falsehoods and
               | rhetoric is counter speech.
               | 
               | > But I can show you that counter speech fails
               | 
               | Could you show me that? What's your definition of
               | failure?
        
               | intended wrote:
               | I get the feeling that you aren't asking for the short
               | version, because most people wouldn't latch onto that
               | point and create an account for it.
               | 
               | Hmmm.
               | 
               | An example - the inefficacy of Fact checking efforts.
               | Fact checking is quintessentially counter speech, and we
               | know that it has failed to stop the uptake and popularity
               | of falsehoods. And I say this after speaking to people
               | who work at fact checking orgs.
               | 
               | However, this is in itself too simple an example.
               | 
               | The mechanics of online forums are more interesting to
               | illustrate the point - Truth is too expensive to compete
               | with cheaper content.
               | 
               | Complex articles can be shared on a community, which
               | debunk certain points, but the community doesn't read it.
               | They do engage heavily on emotional content, which ends
               | up supporting their priors.
               | 
               | I struggle to make this point nicely, but The accuracy of
               | your content is secondary to its value as an emotional
               | and narrative utility for the audience.
               | 
               | People are not coming online to be scientists. They are
               | coming online to be engaged. Counter speech solves the
               | issue of inaccuracy, and is only valuable if inaccuracy
               | is a negative force.
               | 
               | It is too expensive a good to produce, vs alternatives.
               | People will coalesce around wounds and lacunae in their
               | lives, and actively reject information that counters
               | their beliefs. Cognitive dissonance results in mental
               | strife and will result in people simply rejecting
               | information rather than altering their priors.
               | 
               | Do note - this is a point about the efficacy of this
               | intervention in upholding the effectiveness of the market
               | where we exchange ideas. There will be many individual
               | exchanges where counter speech does change minds.
               | 
               | But at a market level, it is ineffective as a guardian
               | and tonic against the competitive advantage of falsehoods
               | against facts.
               | 
               | ----
               | 
               | Do forgive the disjointed quality in the response. It's
               | late here, and I wish I could have just linked you to a
               | bunch of papers, but I dont think that would have been
               | the response you are looking for.
        
               | california-og wrote:
               | I think this 3-part essay might be relevant to your
               | argument:
               | https://www.e-flux.com/journal/147/623330/society-of-the-
               | psy...
        
               | SoftTalker wrote:
               | I've talked with professors at a major US research
               | university. For Master's students, they are all paying a
               | lot of money to get a credential. That's the transaction.
               | They don't really care about cheating as long as they go
               | through the motions of completing the assigned work. It's
               | just a given, and like you say it takes more time than
               | they have to go through the acacdemic dishonesty process
               | for all the students who are getting outside help or
               | (now) using AI.
        
             | ninetyninenine wrote:
             | Fail them. Only let the ai generated text that has been
             | verified and edited to be true to pass.
             | 
             | If they want to use AI make them use it right.
        
             | intended wrote:
             | You should fail them.
             | 
             | The larger work that the intellectual and academic forces
             | of a liberal democracy is that of "verification".
             | 
             | Part of the core part of the output, is showing that the
             | output is actually what it claims to be.
             | 
             | The reproducibility crisis is a problem Precisely because a
             | standard was missed.
             | 
             | In a larger perspective, we have mispriced facts and
             | verification processes.
             | 
             | They are treated as public goods, when they are hard to
             | produce and uphold.
             | 
             | Yet they compete with entertainment and "good enough"
             | output, that is cheaper to produce.
             | 
             | The choice to fail or pass someone doesn't address the
             | mispricing of the output. We need new ways to address that
             | issue.
             | 
             | Yet a major part of the job you do. is to hold up the
             | result to a standard.
             | 
             | You and the institutions we depend on will continue to be
             | crushed by these forces. Dealing with that is a separate
             | discussion from the pass or fail discussion.
        
         | doug_durham wrote:
         | Hand written essays are inherently ableist. I would be at a
         | massive disadvantage. I grew up during the 60's, but
         | handwriting was alway slow and error prone for me. As soon as I
         | could use a word processor I blossomed.
         | 
         | It's probably not as bad for mathematical derivations. I still
         | do those by hand since they are more like drawing than
         | expression.
        
           | baq wrote:
           | > Hand written essays are inherently ableist.
           | 
           | yes.
           | 
           | > I would be at a massive disadvantage.
           | 
           | yes.
           | 
           | ...but.
           | 
           | how would you propose to filter out able cheaters instead?
           | there's also in person one on one verbal exam, but economics
           | and logistics of that are insanely unfavorable (see also -
           | job interviews.)
        
             | jedimastert wrote:
             | Handwriting essays doesn't filter out cheaters though? It
             | didn't even filter out cheaters before ChatGPT, before it
             | was just a person writing the essay for you that you would
             | copy
        
           | AllegedAlec wrote:
           | > Hand written essays are inherently ableist
           | 
           | So is testing; people who don't have the skills don't do
           | well. Hell, the entire concept of education is ableist
           | towards learning impaired kids. Let's do away with it
           | entirely.
        
           | lionkor wrote:
           | Would you hire someone as a writer who is completely
           | illiterate? Of course that's an extreme edge case, but at
           | some point equality stops and the ability to do the work is
           | actually important.
        
             | ndsipa_pomu wrote:
             | Most people would be happy to hire a writer with no
             | consideration of how good their handwriting was.
        
           | wrp wrote:
           | I was a slow handwriter, too. I always did badly on in-class
           | essay exams because I didn't have time to write all that I
           | knew needed to be said. What saved my grade in those classes
           | was good term papers.
           | 
           | Having had much occasion to consider this issue, I would
           | suggest moving away from the essay format. Most of the
           | typical essay is fluff that serves to provide narrative
           | cohesion. If knowledge of facts and manipulation of
           | principles are what is being evaluated, presentation by
           | bullet points should be sufficient.
        
           | ecb_penguin wrote:
           | > Hand written essays are inherently ableist
           | 
           | Doing anything is inherently based on your ability to do it.
           | Running is inherently ableist. Swimming is ableist. Typing is
           | inherently ableist.
           | 
           | Pointing this out is just a thought terminating cliche. Ok,
           | it's ableist. So?
           | 
           | > As soon as I could use a word processor I blossomed.
           | 
           | You understand this is inherently ableist to people that
           | can't type?
           | 
           | > I still do those by hand since they are more like drawing
           | than expression.
           | 
           | Way to do ableist math.
        
         | remarkEon wrote:
         | In my undergraduate experience, the location of which shall
         | remain nameless, we had amble access to technology but the
         | professors were fairly hostile to it and insisted on pencil and
         | paper for all technical classes. There were some English or
         | History classes here and there that allowed a laptop for
         | writing essays during an "exam" that was a 3 hour experience
         | with the professor walking around the whole time. Anyway, when
         | I was younger I thought the pencil and paper thing to be silly.
         | Why would we eschew brand new technology that can make us
         | faster! And now that I'm an adult, I'm so thankful they did
         | that. I have such a firm grasp of the underlying theory and the
         | math precisely because I had to write it down, on my own, from
         | memory. I see what these kids do today and they have been so
         | woefully failed.
         | 
         | Teachers and professors: you can say "no". Your students will
         | thank you in the future.
        
         | jimnotgym wrote:
         | I'm not a teacher, but I came here to say the same thing. Pen
         | and paper.
        
         | thih9 wrote:
         | Higher ups say yes to remote learning and no to remote work.
         | Interesting to see this side by side like this.
        
         | RHSeeger wrote:
         | Remote learning also opens up a lot of opportunities to people
         | that would not otherwise be able to take advantage of them. So
         | it's not _just_ the cash cow that benefits from it.
        
         | seethishat wrote:
         | Some US universities do this remotely via proctoring software.
         | They require pencil and paper to be used with a laptop that has
         | a camera. Some do mirror scans, room scans, hand scans, etc.
         | The Georgia Tech OMS CS program used to do this for the math
         | proofs course and algorithms (leet code). It was effective and
         | scalable. However, the proctoring seems overly Orwellian, but I
         | can understand the need due to cheating as well as maintaining
         | high standards for accreditation.
        
           | thomastjeffery wrote:
           | > seems overly Orwellian
           | 
           | Wow.
           | 
           | Maybe we should consider the possibility that this isn't a
           | good idea? Just a bit? No? Just ignore how obviously
           | comparable this is to the most famous dystopian fiction in
           | literary history?
           | 
           | Just wow. If you're willing to do that, I don't know what to
           | tell you.
        
         | aerhardt wrote:
         | I have a Software Engineering degree from Harvard Extension and
         | I had to take quite a few exams in physically proctored
         | environments. I could very easily manage in Madrid and London.
         | It is not too hard for either the institution or the student.
         | 
         | I am now doing an Online MSc in CompSci at Georgia Tech. The
         | online evaluation and proctoring is fine. I've taken one rather
         | math-heavy course (Simulation) and it worked. I see the program
         | however is struggling with the online evaluation of certain
         | subjects (like Graduate Algorithms).
         | 
         | I see your point that a professor might prefer to have physical
         | evaluation processes. I personally wouldn't begrudge the
         | institution as long as they gave me options for proctoring (at
         | my own expense even) or the course selection was large enough
         | to pick alternatives.
        
           | mountainb wrote:
           | Professional proctored testing centers exist in many
           | locations around the world now. It's not that complicated to
           | have a couple people at the front, a method for physically
           | screening test-takers, providing lockers for personal
           | possessions, providing computers for test administration, and
           | protocols for checking multiple points of identity for each
           | test taker.
           | 
           | This hybrid model is vastly preferable to "true" remote test
           | taking in which they try to do remote proctoring to the
           | student's home using a camera and other tools.
        
             | aerhardt wrote:
             | That's what I did at HES and it was fine. Reasonable and
             | not particularly stressful.
        
         | Balgair wrote:
         | I think you've identified the main issue here:
         | 
         | LLMs aren't destroying the University or the essay.
         | 
         | LLMs are destroying the _cheap_ University or essay.
         | 
         | Cheap can mean a lot of things, like money or time or distance.
         | But, if Universities want to maintain a standard, then they are
         | going to have to work for it again.
         | 
         | No more 300+ person freshman lectures (where everyone cheated
         | anyways). No more take-home zoom exams. No more professors
         | checked out. No more grad students doing the real teaching.
         | 
         | I guess, I'm advocating for the Oxbridge/St. John's approach
         | with under 10 class sizes where the proctor actually knows you
         | and if you've done the work. And I know, that is _not_ a cheap
         | way to churn out degrees.
        
           | nothercastle wrote:
           | All degrees are basically the same though and of 95% of the
           | value is signaling nobody really cares about the education
           | part
        
           | username223 wrote:
           | Believe it or not, 300-person freshman lectures can be done
           | well. They just need a talented instructor who's willing to
           | put in the prep, and good TAs leading sections. And if the
           | university fosters the right culture, the students mostly
           | won't cheat.
           | 
           | But yeah, if the professor is clearly checked out and only
           | interested in his research, and the students are being told
           | that the only purpose of their education is to get a piece of
           | paper to show to potential employers, you'll get a cynical
           | death-spiral.
           | 
           | (I've been on both sides of this, though back when copy-
           | pasting from Wikipedia was the way to cheat.)
        
             | mathgeek wrote:
             | > though back when copy-pasting from Wikipedia was the way
             | to cheat
             | 
             | Back when I was teaching part time, I had a lot of fun
             | looking at the confused looks on my students' faces when I
             | said "you cannot use Wikipedia, but you'll find a lot of
             | useful links at the bottom of any article there..."
        
           | tgv wrote:
           | 10 is a small number. There's a middle ground. When I
           | studied, we had lectures for all students, and a similar
           | amount of time in "work groups," as they were called. That
           | resembled secondary education: one teacher, around 30
           | students, but those classes were mainly focused on applying
           | the newly acquired knowledge, making exercises, asking
           | questions, checking homework, etc. Later, I taught such
           | classes for programming 101, and it was perfectly doable.
           | Work group teachers were also responsible for reviewing their
           | students' tests.
           | 
           | But that commercially oriented boards are ruining education,
           | that's a given. That they would stoop to this level is a bit
           | surprising.
        
             | SoftTalker wrote:
             | Very common. Large lecture with a professor, and small
             | "discussion sections" with a grad student for Q/A, homework
             | help, exam review.
        
           | jacobolus wrote:
           | There are excellent 1000-student lecture courses and shitty
           | 15-student lecture courses. There are excellent take-home
           | exams and shitty in-class exams. There are excellent grad
           | student teaching assistants and shitty tenured credentialed
           | professors. You can't boil quality down to a checklist.
        
             | ToucanLoucan wrote:
             | No but you can observe and react to trends. Remote courses
             | for me have me sitting directly at the Distraction 9000 (my
             | computer) and rely entirely on "self discipline" in order
             | for me to get anything out of it. This is fine for annual
             | training that's utterly braindead and requires nothing from
             | me but completing a basic quiz I get unlimited attempts for
             | so my employer can tell whatever government agency I did
             | the thing. If I want to actually get trained however, I
             | always do in-person, both because my employer covers those
             | expenses and who in the world turns down free travel, and
             | because I retain _nothing_ from remote learning. Full stop.
             | 
             | Of course that's only my experience and I can't speak for
             | all of humanity. I'm sure people exist who can engage in
             | and utilize remote learning to it's full potential. That
             | said I think it's extremely tempting to lean on it to get
             | out of providing classrooms, providing equipment, and
             | colleges have been letting the education part of their
             | school rot for decades now in favor of sports and
             | administrative bloat, so forgive me if I'm not entirely
             | trusting them to make the "right" call here.
             | 
             | Edit: Also on further consideration, remote anything but
             | teaching very much included also requires a level of tech
             | literacy that, at least in my experience, is still
             | extremely optimistic. The number of times we have to walk
             | people through configuring a microphone, aiming a webcam,
             | sharing to the meeting, or the number of missed
             | participants because Teams logged them out, or Zoom bugged
             | out on their machine, or whatever. It just adds a ton of
             | frustration.
        
               | h2zizzle wrote:
               | On the edit: maybe two-way remote. One-way (read:
               | remoting into conferences, music festivals, etc.) has
               | been a revelation, and no more difficult to access than
               | any other streaming service. I'm going to be sad to see
               | YouTube's coverage of Coachella go away in a few years;
               | losing SXSW was already quite painful.
               | 
               | I gather that that's not necessarily what you were
               | referring to, but with the way that people tend to lump
               | all remote experiences in the "inferior" basket together,
               | I just wanted to point out that, in many cases, that kind
               | of accessibility is better than the actual alternative:
               | missing out.
        
           | fakeBeerDrinker wrote:
           | After a short stint as a faculty member at a McU institution,
           | I agree with much of this.
           | 
           | Provide machine problems and homework as exercises for
           | students to learn, but assign a very low weight to these as
           | part of an overall grade. Butt in seat assessments should be
           | the majority of a course assessment for many courses.
        
           | stonemetal12 wrote:
           | >I guess, I'm advocating for the Oxbridge/St. John's approach
           | with under 10 class sizes where the proctor actually knows
           | you and if you've done the work. And I know, that is not a
           | cheap way to churn out degrees.
           | 
           | I could understand US tuition if that were the case. These
           | days with overworked adjuncts make it McDonalds at Michelin
           | star prices.
        
             | hombre_fatal wrote:
             | Funnily enough I only had 10-person-classes when I paid
             | $125 for summer courses in a community college between
             | expensive uni semesters.
        
               | kesslern wrote:
               | This matches my experience. I attended the local
               | community college, which works closely and matches
               | curriculum with Ohio State University. The same classes,
               | with the same content, were taught at both schools.
               | 
               | The biggest difference between them is the community
               | college offering class sizes of about 20 people, while
               | the university equivalent was taught in a lecture hall
               | with hundreds of students, and cost significantly more.
        
             | ijk wrote:
             | Given that the adjuncts often aren't paid all that much
             | better than the McDonalds workers...
        
           | rwyinuse wrote:
           | Over here in Finland, higher education is state funded, and
           | the funding is allocated to universities mostly based on how
           | many degrees they churn out yearly. Whether the grads
           | actually find employment or know anything is irrelevant.
           | 
           | So, it's pretty hard for universities over here to maintain
           | standards in this GenAI world, when the paying customer only
           | cares about quantity, and not quality. I'm feeling bad for
           | the students, not so much for foolish politicians.
        
             | Balgair wrote:
             | Gosh, I'm so myopic here. I'm mostly talking about US based
             | systems.
             | 
             | But, of course, LLMs are affecting the whole world.
             | 
             | Yeah, I'd love to hear more about how other countries are
             | affected by this tool. For Finland, I'd imagine that the
             | feedback loop is the voters, but that's a bit too long and
             | the incentives and desires of the voting public get a bit
             | too condensed into a few choice to matter [0].
             | 
             | What are you seeing out there as to how students feel about
             | LLMs?
             | 
             | [0] funnily enough, like how the nodes in the neural net of
             | an LLM get too saturated if they don't have enough
             | parameters.
        
           | armchairhacker wrote:
           | Cheap "universities" are fine for accreditation. Exams can be
           | administered via in-person proctoring services, which test
           | the bare minimum. The real test would be when students are
           | hired, in the probationary period. While entry-level hires
           | may be unreliable, and even in the best case not help the
           | company much, this is already a problem (perhaps it can be
           | solved by the government or some other outside organization
           | paying the new hire instead of the company, although I
           | haven't thought about it much).
           | 
           | Students can learn for free via online resources, forums, and
           | LLM tutors (the less-trustworthy forums and LLMs should
           | primarily be used to assist understanding the more-
           | trustworthy online resources). EDIT: students can get hands-
           | on-experience via an internship, possibly unpaid.
           | 
           | Real universities should continue to exist for their cutting-
           | edge research and tutoring from very talented people, because
           | that can't be commodified. At least until/if AI reaches
           | expert competence (in not just knowledge but application),
           | but then we don't need jobs either.
        
             | Balgair wrote:
             | > Real universities should continue to exist for their
             | cutting-edge research and tutoring from very talented
             | people, because that can't be commodified. At least
             | until/if AI reaches expert competence (in not just
             | knowledge but application), but then we don't need jobs
             | either.
             | 
             | Okay, woah, I hadn't thought of that. I'm sitting here
             | thinking that education for it's own sake is one of the
             | reasons that we're trying to get rid of labor and make
             | LLMs. Like, I enjoy learning and think my job gets in the
             | way of that.
             | 
             | I hand't thought that people would want to just not do
             | education of any sort anymore.
             | 
             | That's a little mind blowing.
        
               | armchairhacker wrote:
               | Some people go to college to learn, some go just to get a
               | job. I think colleges should still exist for the former,
               | but the latter should be able to instead use online
               | resources then get accredited (which they'd do if it gave
               | them the same job prospects).
               | 
               | That would also let professors devote more time towards
               | teaching the former, and less time grading and handling
               | grade complaints (from either group, since the former can
               | also be graded by the accreditation and, if they get a
               | non-academic job, in their probationary period).
        
               | theyinwhy wrote:
               | > I enjoy learning and think my job gets in the way of
               | that
               | 
               | Spot on, this gave me ideas, thank you for that!
        
               | msgodel wrote:
               | I'm an autodidact. I've found leaked copies of university
               | degree plans, pirated and read textbooks on all kinds of
               | subjects, talk to experts for fun when I can etc.
               | 
               | American universities mostly get in the way of doing this
               | sort of thing. You need a degree to be credentialed so
               | you can get your "3 years of experience" that lets you
               | apply for jobs. That's pretty much all its for these
               | days.
        
           | blibble wrote:
           | Oxbridge supervisinons/tutorials are typically two students,
           | and at a push three (rarely)
           | 
           | certainly not anywhere close to ten!
        
         | storus wrote:
         | Stanford requires pen & paper exams for their remote students;
         | the students first need to nominate an exam monitor (a person)
         | who in turn receives and prints the assignments, meets the
         | student at an agreed upon place, the monitor gives them the
         | printed exams and leaves, then collects the exam after allotted
         | time, scans it and sends it back to Stanford.
        
         | amelius wrote:
         | Can't we use AI to monitor the students?
        
       | blitzar wrote:
       | How did we solve this when calculators came along and ruined
       | peoples ability to do mental arithmetic and use slide rulers?
        
         | yapyap wrote:
         | It sounds like you're implying LLMs are to everything what
         | calculators were to math, if so you are sorely mistaken
        
           | squigz wrote:
           | He's implying, rightfully so, that we've repeatedly adapted
           | to various technologies that fundamentally threatened the
           | then status quo of education. We'll do it again.
        
         | gchamonlive wrote:
         | The impact LLMs have on education is arguably orders of
         | magnitude higher than calculators
        
           | protocolture wrote:
           | Not really, its just calculators for all the other classes.
           | 
           | And tbh, lots of people historically would have loved a
           | calculator that could write an essay about shakespeare or
           | help code a simple game.
        
             | gchamonlive wrote:
             | It's how you approach it.
             | 
             | You tell it to act as a tutor, it'll act as one. Tell it to
             | solve your homework in the form of a poem, it'll do that.
             | 
             | That's not just a calculator, even though it's just
             | calculating, just as much as a computer isn't just a
             | voltage switcher, even thought it's just switching
             | voltages.
        
               | protocolture wrote:
               | Sure but even if a graphics calculator could recite
               | poetry, its application to the maths class is to crunch
               | numbers.
               | 
               | You can ask chat gpt to pretend to be Julius Caesar, it
               | still probably shouldnt be in an english exam.
        
         | baconmania wrote:
         | Outsourcing a specific task to a deterministic tool you own is
         | clearly not the same thing as outsourcing all of your cognition
         | to a probabilistic tool owned by people with ongoing political
         | and revenue motives that don't align with your own.
        
         | sensanaty wrote:
         | I was allowed to use calculators during my A-level
         | Math/Physics/Chem exams, but knowing what to punch in was half
         | the battle. Hell, they even give you most of the formulae on
         | the very first page of the exam sheet, but again, application
         | of that knowledge is the hard part.
         | 
         | Point being, the fundamentals matter. I can't do mental
         | arithmetic very well these days because it's been years since
         | I've practiced, but I know how it works in the first place and
         | can do it if need be. How is a kid learning geometry or
         | calculus supposed to get by and learn to spot the patterns that
         | make sense and the ones that don't without first knowing the
         | fundamentals underlaying the more complex concepts?
        
         | lurking_swe wrote:
         | the difference is using my calculator in real life works ALL
         | the time and is cheap. I can depend on it. And i still need to
         | think about the broader problem even if i have a calculator.
         | The calculator only removes the mindless rote memorization of
         | the steps needed to do arithmetic, etc.
         | 
         | My calculator doesn't depend on a fancy AI model in the cloud.
         | It's not randomly rate limited during peak times due to
         | capacity constraints. It's not expensive to use, whereas the
         | good LLM models are.
         | 
         | Did i mention calculators are actually deterministic? In other,
         | always reliable. It's difficult to compare the two. One gives a
         | false sense of accomplishment because it's say 80% reliable,
         | and the other is always 100% reliable.
        
         | raincole wrote:
         | We banned it.
         | 
         | Yes, that's what we did and are still doing. Most grade schools
         | don't allow calculators on basic arithmetic classes. Colleges
         | don't integrate WolframAlpha into Calculus 101 exams. etc.
        
           | Der_Einzige wrote:
           | Which is extremely stupid.
           | 
           | I want my math graduates to be skilled at using CAS systems.
           | Yes, even in Calculus 1.
           | 
           | The lack of computer access for teaching math which
           | objectively is supercharged by computation is a massive
           | disservice to millions of individuals who could have used
           | those CAS systems.
           | 
           | I don't want my engineers solving equations by hand. I
           | especially don't want anyone who claims to be a
           | "statistician" to not be skilled in Python (or historically,
           | R)
        
         | add-sub-mul-div wrote:
         | We didn't, people who aren't good at doing math in their head
         | are numerically illiterate and make bad decisions with money
         | etc.
         | 
         | When it's general thinking we've trained people not to have to
         | do anymore, it's going to be dire.
        
         | floren wrote:
         | When I took multivariable calculus in tyool 2007, we were
         | forbidden from using our calculators. "You can use a slide rule
         | or an abacus" and I did indeed bring the former to one exam,
         | but of course the problems were written in such a way that you
         | didn't actually need it.
        
       | fallinditch wrote:
       | > I want my students to write unassisted because I don't want to
       | live in a society where people can't compose a coherent sentence
       | without a bot in the mix.
       | 
       | Kicking against the pricks.
       | 
       | It is understandable that professional educators are struggling
       | with the AI paradigm shift, because it really is disrupting their
       | profession.
       | 
       | But this new reality is also an opportunity to rethink and
       | improve the practice of education.
       | 
       | Take the author comment above: you can't disagree with the
       | sentiment but a more nuanced take is that AI tools can also help
       | people to be better communicators, speakers, writers. (I don't
       | think we've seen the killer apps for this yet but I'm sure we
       | will soon).
       | 
       | If you want students to be good at spelling and grammar then do a
       | quick spelling test at the start of each lesson and practice
       | essay writing during school time with no access to computers.
       | (Also, bring back Dictation?)
       | 
       | Long term: yes I believe we're going to see an effect on people's
       | cognition abilities as AI becomes increasingly integrated into
       | our lives. This is something we as a society should grapple with
       | and develop new enlightened policies and teaching methods.
       | 
       | You can't put the genie back in the bottle, so adapt, use AI
       | tools wisely, think deeply about ways to improve education in
       | this new era.
        
       | overgard wrote:
       | I think as a culture we've fetishized formal schooling way past
       | its value. I mean, how much of what you "learned" in school do
       | you actually use or remember? I'm not against _education_ ,
       | education is very important, but I'm not sure that _schooling_ is
       | really the optimal route to being educated. They 're related, but
       | they're not the same.
       | 
       | The reality is, if someone _wants_ to learn something then there
       | 's very little need to cheat, and if they don't want to learn the
       | thing but they're required to, the cheating sort of doesn't
       | matter in the end because they won't retain or use it.
       | 
       | Or to put it simpler, you can lead a horse to water but..
        
         | lispisok wrote:
         | The fetishizing enabled the massive explosion in what's
         | basically a university industrial complex financed off the
         | backs of student loans. To keep growing the industry needed
         | more suckers...I mean students to extract student loans from.
         | This meant watering down the material even in technical degrees
         | like engineering, passing kids who should have failed, and
         | lowering admission standards (masked by grade inflation). Many
         | programs are really really bad now like what should be high
         | school freshman level material. Criticizing the university
         | system gets you called anti-intellectual and a redneck.
         | 
         | A lot of debate around the idea of student loan forgiveness but
         | nobody is trying to address how the student loan problem got so
         | bad in the first place.
        
         | Aeolun wrote:
         | All primary schooling is designed to teach people about
         | everything they _can_ learn. If we don't, many of them will end
         | up in the coal mines because it's the only thing they know.
        
         | protocolture wrote:
         | >I think as a culture we've fetishized formal schooling way
         | past its value. I mean, how much of what you "learned" in
         | school do you actually use or remember? I'm not against
         | education, education is very important, but I'm not sure that
         | schooling is really the optimal route to being educated.
         | They're related, but they're not the same.
         | 
         | Yeah its absolutely bonkers. I spent 9 months out of school
         | traveling, and the provided homework actually set me ahead of
         | my peers when I had returned.
         | 
         | No ones stopped and considered "What is a school for".
         | 
         | For some people it seems to be mandatory state sponsored
         | childcare. For others its about food? Some people tell me it
         | sucks but its the best way to get kids to socialise?
         | 
         | I feel like if it was an engineering project there would be a
         | formal requirements study, but because its a social program
         | what we get instead is just a big bucket of feelings and no
         | defined scope.
         | 
         | During my time I have come to view schooling as an adversary. I
         | am considering whether it might be prudent to instruct my now
         | toddler that school is _designed_ to break him, and that his
         | role is actually to achieve in spite of it, and that some of
         | his education will come in opposition to the institution.
        
       | mrbonner wrote:
       | I'm all in for blue book style exams, in person and in a
       | classroom. There are just too much rampant cheating with or
       | without LLM.
        
       | jumploops wrote:
       | A bit off-topic, but I think AI has the potential to supercharge
       | learning for the students of the future.
       | 
       | Similar to Montessori, LLMs can help students who wander off in
       | various directions.
       | 
       | I remember often being "stuck" on some concept (usually in
       | biology and chemistry), where the teacher would hand-wave
       | something as truth, this dismissing my request for further depth.
       | 
       | Of course, LLMs in the current educational landscape (homework-
       | heavy) only benefit the students who are truly curious...
       | 
       | My hope is that, with new teaching methods/styles, we can unlock
       | (or just maintain!) the curiosity inherent in every pupil.
       | 
       | (If anyone knows of a tool like this, where an LLM stays on a
       | high-level trajectory of e.g. teaching trigonometry, but allows
       | off-shoots/adventures into other topical nodes, I'd love to know
       | about it!)
        
         | TimorousBestie wrote:
         | The last thing I need when researching a hard problem is an
         | interlocutor who might lie to me, make up convincing citations
         | to nowhere, and tell me more or less what I want to hear.
        
           | HPsquared wrote:
           | Still better than the typical classroom experience. And you
           | can always ask again, there's no need to avoid offending the
           | person who has a lot of power over you.
        
             | const_cast wrote:
             | Typical classroom experience works and has worked for
             | thousands of years.
             | 
             | Edutech is pretty new and virtually all of it has been a
             | disaster. Sitting in a lecture and taking notes on paper is
             | tried, tested, and research backed. It works. Not for
             | everyone, but for a lot of people.
        
               | dragonwriter wrote:
               | > Typical classroom experience works and has worked for
               | thousands of years
               | 
               | "Typical classroom experience" hasn't even meant the same
               | thing for thousands of years.
               | 
               | "lecture" used to be centered around reading the source
               | book so that students could copy it verbatim. _The
               | printing press_ was an important piece of  "Edutech".
               | Technology has been continuous, and much of it has been
               | applied to impacted the experience of education, not just
               | in the last few years, but over a long window of history.
               | Yeah, what we currently think of as "edutech" is what has
               | been around for only a short time, and hasn't yet been
               | established as part of the consensus baseline -- but
               | that's a moving target.
        
               | ghaff wrote:
               | And it still varies a lot. There are large lectures,
               | small lectures, labs, seminars, largely project courses,
               | etc. Varies by subject matter of course. You probably
               | won't have labs in an English class but you may well have
               | a big project of some sort.
        
               | gonzobonzo wrote:
               | Talk is cheap; if you want to see what people really
               | believe, ignore what they claim and look at what they
               | actually do. And when you do that, you see that people
               | generally don't find typical college classes to be worth
               | it outside of the credentials they give. Almost no one
               | with a CS degree goes back to college to take a college
               | algorithm course when they want to get better at
               | algorithms; they study on their own. You can look at
               | plenty of the HN discussions about "how do I learn X" or
               | "how do I get better at X"; almost none of the
               | suggestions are "go to your local university and audit
               | some classes."
               | 
               | The issues with Edutech are mostly because they're
               | bolting it on to the same broken system that people don't
               | find value in. But the original comment wasn't about
               | Edutech. When people want to learn new things, they
               | largely do it without either typical college classrooms
               | or Edutech, because the alternatives are so much better
               | than anything coming out of the broken academic morass.
        
               | const_cast wrote:
               | Conversely, if we're noticing what people actually do,
               | you'll realize close to zero people who want to pursue
               | computer science are doing it on their own.
               | 
               | And not due to a lack of information. The draw of
               | education hasn't been access, not since the internet
               | anyway. Structure, pacing, curriculum, schedule, and
               | measurement cannot be recreated.
               | 
               | I've had many people tell me they're going to learn to
               | program online. Almost all of them fail.
               | 
               | At the end of the day, we go home and we don't crack open
               | a textbook. We sit and watch TV. Maybe we go for a walk
               | or go to the gym. The vast majority of people do not have
               | the mindset required to be self-educated.
               | 
               | We used to do the "everyone self-educate" thing. Most
               | people couldn't read or write. Humans are unintuitive.
               | You can't just give them access to things and expect
               | results. They require accountability, they require
               | structure. We're not machines, we're faulty fleshy
               | creatures. Our reward feedback loops were never built for
               | self-determination at this high of a level.
        
               | boredhedgehog wrote:
               | > We used to do the "everyone self-educate" thing. Most
               | people couldn't read or write.
               | 
               | Do you regard that as intrinsically problematic? The
               | people themselves weren't unhappy about their state, and
               | society, too, could function well without mass literacy.
               | There was a certain period where we thought training wage
               | workers for their duties required them to be literate,
               | but that might turn out to be unnecessary, if supplying
               | an LLM is cheaper overall than mandatory school
               | education.
        
               | gonzobonzo wrote:
               | > Conversely, if we're noticing what people actually do,
               | you'll realize close to zero people who want to pursue
               | computer science are doing it on their own.
               | 
               | That's not true though? Many people are trying to
               | increase their CS skills through self-study. This topic
               | even comes up a lot here, with people recommending the
               | self-studying they've been doing in CS.
               | 
               | > I've had many people tell me they're going to learn to
               | program online. Almost all of them fail.
               | 
               | Yet there are still a large number of self-taught
               | programmers.
               | 
               | Of course, more people will have an incentive to learn
               | through the university system than through self-
               | education, but that's because the current system says
               | that you only get the highest level credentials if you go
               | through a university education. Naturally, a system that
               | explicitly biases a certain form of education to a large
               | degree is going to cause more people to do that. But
               | that's for the credential, not the education. When the
               | credentials are taken out, we see people do better with
               | other forms of education.
        
               | intended wrote:
               | Mooc completion rates hovered at single degree percents.
               | 
               | The vast majority of people do not complete.
               | 
               | The people who do complete are outliers. I suppose we can
               | build for outliers, but then most people are just going
               | to be ignored in this system, and if they have way to
               | respond (vote), they won't be happy about it.
        
               | HPsquared wrote:
               | Most academic education is already built for outliers.
               | Courses are designed around building up to the next
               | generation of professors. Most knowledge that's taught in
               | university is unused, basically wasted education for 99%
               | of the "person-facts" that are picked up by the class.
        
               | Dusseldorf wrote:
               | Sure, but regardless of what the better way to learn is,
               | a large part of the purpose of a degree is to demonstrate
               | to potential employers that you have a certain
               | proficiency in a field. Universities stake their
               | reputation and accreditation on being able to measure
               | that proficiency. We've spent thousands of years figuring
               | out how to do that in various ways. Maybe some day it
               | will be easy to do that for course loads that heavily
               | utilize LLMs, but I don't think we're quite at that point
               | yet. Certainly they have value in assisting with
               | learning, but it's important to defend the old methods
               | until we get there.
        
               | sireat wrote:
               | Actually, before
               | https://en.wikipedia.org/wiki/John_Amos_Comenius in 17th
               | century much of education was route memorization.
               | 
               | Then it was corporal punishment if you did not learn
               | quickly enough.
               | 
               | Comenius idea was of pansophia - knowledge for all. Also
               | his Latin textbook -
               | https://en.wikipedia.org/wiki/Janua_Linguarum_Reserata
               | was quite revolutionary - in using relations to real
               | world knowledge to learn a new language.
               | 
               | Even more ground breaking was his picture book for
               | children - https://en.wikipedia.org/wiki/Orbis_Pictus .
               | We take hybrid approach to learning for granted these
               | days.
               | 
               | Even then Comenius was mostly forgotten in the
               | enlightenment of 18th century - probably ideas of Jean-
               | Jacques Rousseau took over - with insufficient backing.
        
               | obscurette wrote:
               | Education is bound to culture and life in general. We
               | just can't imagine nowadays how fatalistic and submissive
               | to god and authority people's world view was before
               | protestants in medieval Europe. An education bound to
               | memorization and pretty violent culture helped to mould
               | the people society needed at the time. But it wasn't
               | always like that. There were quite different views to
               | learning in ancient Greek, during golden age of islam
               | etc.
        
         | Tryk wrote:
         | The problem is that many students come to university unequipped
         | with the discipline it takes to actually study. Teaching
         | students how to effectively learn is a side-effect of
         | university education.
        
           | jumploops wrote:
           | Yes, I think curiosity dies well before university for most
           | students.
           | 
           | The specific examples I recall most vividly were from 4th
           | grade and 7th grade.
        
         | QuadmasterXLII wrote:
         | The longer I go without seeing cases of ai supercharging
         | learning, the more suspicious I get that it just won't. And no,
         | self reports that it makes internet denizens feel super
         | educated, don't count.
        
           | nyarlathotep_ wrote:
           | Wasn't this the promise of MOOCs in the 2010s?
        
         | analog31 wrote:
         | >>> Of course, LLMs in the current educational landscape
         | (homework-heavy) only benefit the students who are truly
         | curious
         | 
         | I think you hit on a major issue: _Homework-heavy_. What I
         | think would benefit the truly curious is _spare time_. These
         | things are at odds with one another. Present-day busy work
         | could easily be replaced by occupying kids ' attention with
         | continual lessons that require a large quantity of low-quality
         | engagement with the LLM. Or an addictive dopamine reward system
         | that also rewards shallow engagement -- like social media.
         | 
         | I'm 62, and what allowed me to follow my curiosity as a kid was
         | that the school lessons were finite, and easy enough that I
         | could finish them early, leaving me time to do things like play
         | music, read, and learn electronics.
         | 
         | And there's something else I think might be missing, which is
         | effort. For me, music and electronics were not easy. There was
         | no exam, but I could measure my own progress -- either the
         | circuit worked or it didn't. Without some kind of "external
         | reference" I'm not sure that in-depth research through LLMs
         | will result in any true understanding. I'm a physicist, and
         | I've known a lot of people who believe that they understand
         | physics because they read a bunch of popular books about it. "I
         | finally understand quantum mechanics."
        
           | alexchantavy wrote:
           | > I'm 62, and what allowed me to follow my curiosity as a kid
           | was that the school lessons were finite, and easy enough that
           | I could finish them early, leaving me time to do things like
           | play music, read, and learn electronics.
           | 
           | I see both sides of this. When I was a teenager, I went to a
           | pretty bad middle school where there were fights everyday,
           | and I wasn't learning anything from the easy homework. On the
           | upside, I had tons of free time to teach myself how to make
           | websites and get into all kinds of trouble botting my
           | favorite online games.
           | 
           | My learning always hit a wall though because I wasn't able to
           | learn programming on my own. I eventually asked my parents to
           | send me to a school that had a lot more structure (and a lot
           | more homework), and then I properly learned math and logic
           | and programming from first principles. The upside: I could
           | code. The downside: there was no free time to apply this
           | knowledge to anything fun
        
           | protocolture wrote:
           | >I'm 62, and what allowed me to follow my curiosity as a kid
           | was that the school lessons were finite, and easy enough that
           | I could finish them early, leaving me time to do things like
           | play music, read, and learn electronics.
           | 
           | Yeah I feel like teachers are going to try and use LLMs as an
           | excuse to push more of the burden of schooling to their
           | pupils homelife somehow. Like, increasing homework burdens to
           | compensate.
        
           | seb1204 wrote:
           | Spare time, haha, most people nowadays have a hard time
           | having some dead time. The habitual checking of socials or
           | feeds has killed the mind wandering time. People feel
           | uncomfortable or consiser life boring with the device induced
           | dopamine fix. Corporations got us by the balls.
        
         | mcdeltat wrote:
         | > I remember often being "stuck" on some concept (usually in
         | biology and chemistry), where the teacher would hand-wave
         | something as truth, this dismissing my request for further
         | depth.
         | 
         | This resonates with me a lot. I used to dismiss AI as useless
         | hogwash, but have recently done a near total 180 as I realised
         | it's quite useful for exploratory learning.
         | 
         | Not sure about others but a lot of my learning comes from
         | comparison of a concept with other related concepts. Reading
         | definitions off a page usually doesn't do it for me. I really
         | need to dig to the heart of my understanding and challenge my
         | assumptions, which is easiest done talking to someone. (You
         | can't usually google "why does X do Y and not Z when ABC" and
         | then spin off from that onto the next train of reasoning).
         | 
         | Hence ChatGPT is surprisingly useful. Even if it's wrong some
         | of the time. With a combination of my baseline knowledge,
         | logic, cross referencing, and experimentation, it becomes
         | useful enough to advance my understanding. I'm not asking
         | ChatGPT to solve my problem, more like I'm getting it to bounce
         | off my thoughts until I discover a direction where I can solve
         | my problem.
        
           | epiecs wrote:
           | Indeed. I never really used AI until recently but now I use
           | it sometimes as a smarter search engine that can give me
           | abstracts.
           | 
           | Eg. it's easy to ask copilot: can you give me a list of free,
           | open source mqtt brokers and give me some statistics in the
           | form of a table
           | 
           | And copilot (or any other ai) does this quite nicely. This is
           | not something that you can ask a traditional search engine.
           | 
           | Offcourse you do need to know enough of the underlying
           | material and double check what output you get for when the AI
           | is hallucinating.
        
         | brilee wrote:
         | I am building such an AI tutoring experience, focusing on a
         | Socratic style with product support for forking conversations
         | onto tangents. Happy to add you to the waitlist, will probably
         | publish an MVP in a few weeks.
        
         | ericmcer wrote:
         | yeah this is a good point, just adjust coursework from multiple
         | choice tests and fill in the blank homework to larger scale
         | projects.
         | 
         | Putting together a project using the AI help will be a very
         | close mimicry of what real work will be like and if the teacher
         | is good they will learn way more than being able to spout
         | information from memory.
        
       | johnea wrote:
       | One of the most offensive words in the anthropomophization of
       | LLMs is: hallucinate.
       | 
       | It's not only an anthropomorphism, it's also a euphemism.
       | 
       | A correct interpretation of the word would imply that the LLM has
       | some fantastical vision that it mistakes for reality. What utter
       | bullsh1t.
       | 
       | Let's just use the correct word for this type of output: wrong.
       | 
       | When the LLM generates a sequence of words, that may or may not
       | be grammatically correct, but infers a state or conclusion that
       | is not factually correct; lets state what actually happened: the
       | LLM generated text was WRONG.
       | 
       | It didn't take a trip down Alice's rabbit hole, it just put words
       | together into a stream that inferred a piece of information that
       | was incorrect, it was just WRONG.
       | 
       | The euphemistic aspect of using this word is a greater offense
       | than the anthropomorphism, because it's painting some cutesy
       | picture of what happened, instead of accurately acknowledging
       | that the s/w generated an incorrect result. It's covering up for
       | the inherent short comings of the tech.
        
         | lotu wrote:
         | Thank fuck for saying this
        
           | yeyeyeyeyeyeyee wrote:
           | s/fuck/you/
        
         | pugio wrote:
         | When a person hallucinates a dragon coming for them, they are
         | wrong, but we still use a different word to more precisely
         | indicate the class of error.
         | 
         | Not all llm errors are hallucinations - if an llm tells me that
         | 3 + 5 is 7, It's just wrong. If it tells me that the source for
         | 3 + 5 being 7 is a seminal paper entitled "On the relative
         | accuracy of summing numbers to a region +-1 from the fourth
         | prime", we would call that a hallucination. In modern parlance
         | " hallucination" has become a term of art to represent a
         | particular class of error that llms are prone to. (Others have
         | argued that "confabulation" would be more accurate, but it
         | hasn't really caught on.)
         | 
         | It's perfectly normal to repurpose terms and
         | anthropomorphizations to represent aspects of the world or
         | systems that we create. You're welcome to try to introduce
         | other terms that don't include any anthropomorphization, but
         | saying it's "just wrong" conveys less information and isn't as
         | useful.
        
           | johnea wrote:
           | I think your defense of reusing terms for new phenomenon is
           | fair.
           | 
           | But in this specific case, I would say the reuse of this
           | particular word, to apply to this particular error, is still
           | incorrect.
           | 
           | A person hallucinating is based on a many leveled experience
           | of consciousness.
           | 
           | The LLM has nothing of the sort.
           | 
           | It doesn't have a hierarchy of knowledge which it is sorting
           | to determine what is correct and what is not. It doesn't have
           | a "world view" based on a lifetime of that knowledge sorting.
           | 
           | In fact, it doesn't have any representation of knowledge at
           | all. Much less a concept of whether that knowledge is correct
           | or not.
           | 
           | What it has is a model of what words came in what order, in
           | the training set on which it was "trained" (another, and
           | somewhat more accurate, anthropomorphism).
           | 
           | So without anything resembling conscious thought, it's not
           | possible for an LLM to do anything even slightly resembling
           | human hallucination.
           | 
           | As such, when the text generated by an LLM is not factually
           | correct, it's not an hallucination, it's just wrong.
        
             | johnea wrote:
             | To cite integrative-psych:
             | 
             | https://www.integrative-psych.org/resources/confabulation-
             | no...
             | 
             | "...this usage is misleading, as it suggests a perceptual
             | process that LLMs, which lack sensory input, do not
             | possess."
             | 
             | They prefer the word "confabulation", but I would also
             | differ with that.
             | 
             | They define confabulation: "the brain creates plausible but
             | incorrect memories to fill gaps".
             | 
             | Since, as with the lack of perceptions, LLMs are not
             | retaining anything like a memory, I would also argue this
             | term is inappropriate.
             | 
             | In terms of differentiating error categories, it's
             | straightforward to specify, math error, spelling error,
             | grammatical error, when those occur.
             | 
             | In the case of syntactically correct, but factually
             | incorrect output, the word "wrong" describes this specific
             | error category much more accurately than "hallucinate",
             | which carries a host of inaccurate psychological
             | implications.
             | 
             | This also speaks to a main point of my original post, that
             | the use of "hallucinate" is euphemistic.
             | 
             | When we use a s/w tool for the input of human language
             | questions, with the objective of receiving correct human
             | language answers, just having a syntactically correct
             | answer is not sufficient.
             | 
             | It needs to be emphasized that answers in this category are
             | "wrong", they are not factually correct.
             | 
             | Using the word "hallucinate" is making an excuse for, and
             | thus obfuscating, this factual error generated by the s/w
             | tool.
        
         | jaza wrote:
         | Back in my day, we also called it Garbage In Garbage Out.
        
         | wpm wrote:
         | I teach an "advanced" shell scripting course with an exam.
         | 
         | I mark "hallucinations" as "LLM Slop" in my grading sheets,
         | when someone gives me a 100-character sed filter that just
         | doesn't work that there is no way we discussed in class/in
         | examples/in materials, or a made up API endpoint, or non-
         | nonsensical file paths that reference non-existent commands.
         | 
         | Slop is an overused term these days, but it sums it up for me.
         | Slop, from a trough, thrown out by an uncaring overseer, to be
         | greedily eaten up by the piggies, who don't care if its full of
         | shit.
        
       | bosuanzi wrote:
       | Different times have different teaching tasks, which is the sign
       | of human progress.
       | 
       | Just like after the invention of computers, those methods of how
       | to do manual calculations faster can be eliminated from teaching
       | tasks. Education shifted towards teaching students how to use
       | computational tools effectively. This allowed students to solve
       | more complex problems and work on higher-level concepts that
       | manual calculations couldn't easily address.
       | 
       | In the era of AI, what teachers need to think about is not to
       | punitively prohibit students from using AI, but to adjust the
       | teaching content to better help students master related subjects
       | faster and better through AI.
        
         | jobigoud wrote:
         | On one hand I tend to agree because these students will also be
         | able to use AI when they actually hit the workplace, but on the
         | other hand it has never happened that the tools we use are
         | better than us at so many tasks.
         | 
         | How long before a centaur team of human + AI is less effective
         | than the AI alone?
        
       | sshine wrote:
       | I teach computer science / programming, and I don't know what a
       | good AI policy is.
       | 
       | On the one hand, I use AI extensively for my own learning, and
       | it's helping me a lot.
       | 
       | On the other hand, it gets work done quickly and poorly.
       | 
       | Students mistake mandatory assignments for something they have to
       | overcome as effortlessly as possible. Once they're past this
       | hurdle, they can mind their own business again. To them, AI is
       | not a tutor, but a homework solver.
       | 
       | I can't ask them to not use computers.
       | 
       | I can't ask them to write in a language I made the compiler for
       | that doesn't exist anywhere, since I teach at a (pre-university)
       | level where that kind of skill transfer doesn't reliably occur.
       | 
       | So far we do project work and oral exams: Project work because it
       | relies on cooperation and the assignment and evaluation is open-
       | ended: There's no singular task description that can be plotted
       | into an LLM. Oral exams because it becomes obvious how skilled
       | they are, how deep their knowledge is.
       | 
       | But every year a small handful of dum-dums made it all the way to
       | exam without having connected two dots, and I have to fail them
       | and tell them that the three semesters they have wasted so far
       | without any teachers calling their bullshit is a waste of life
       | and won't lead them to a meaningful existence as a professional
       | programmer.
       | 
       | Teaching Linux basics doesn't suffer the same because the exam-
       | preparing exercise is typing things into a terminal, and LLMs
       | still don't generally have API access to terminals.
       | 
       | Maybe providing the IDE online and observing copy-paste is a way
       | forward. I just don't like the tendency that students can't run
       | software on their own computers.
        
         | JoshTriplett wrote:
         | > Oral exams because it becomes obvious how skilled they are,
         | how deep their knowledge is.
         | 
         | Assuming you have access to a computer lab, have you considered
         | requiring in-class programming exercises, regularly? Those
         | could be a good way of checking actual skills.
         | 
         | > Maybe providing the IDE online and observing copy-paste is a
         | way forward. I just don't like the tendency that students can't
         | run software on their own computers.
         | 
         | And you'll frustrate the handful of students who know what
         | they're doing and want to use a programmer's editor. I know
         | that I wouldn't have wanted to type a large pile of code into a
         | web anything.
        
           | Aeolun wrote:
           | > I know that I wouldn't have wanted to type a large pile of
           | code into a web anything.
           | 
           | I might not have liked that, but I sure would have liked to
           | see my useless classmates being _forced_ to learn without
           | cheating.
        
           | mac-mc wrote:
           | You can provide vscode, vim and emacs all in some web
           | interface, and those are plenty good enough for those use
           | cases. Choosing the plugin list for each would also be a good
           | bikeshedding exercise for the department.
           | 
           | Even IntelliJ has gateway
        
             | noisy_boy wrote:
             | > Even IntelliJ has gateway
             | 
             | By IntelliJ's own (on-machine) standards, Gateway is crap.
             | I use the vi emulation mode (using ideavim) and the damn
             | thing gets out of sync unless you type at like 20wpm or
             | something. Then it tries to rollback whatever you type
             | until you restart it and retry. I can't believe it is made
             | by the same Jetbrains known for their excellent software.
        
         | Aeolun wrote:
         | You can get one of those card punching machines and have them
         | hand in stacks of cards?
        
           | sas224dbm wrote:
           | Grandpa can help with that too
        
           | downboots wrote:
           | And don't forget to get on their case with accusations of
           | technology use that equate to the Turing test
        
         | EGreg wrote:
         | There you go. Actually that would be a great service, wouldn't
         | it? Having them explain to an LLM what they are doing, out
         | loud, while doing it, online. On a site that you trust to host
         | it.
        
         | timr wrote:
         | I'm not _that_ old, and yet my university CS courses evaluated
         | people with group projects, and in-person paper exams. We weren
         | 't allowed to bring computers or calculators into the exam room
         | (or at least, not any calculators with programming or memory).
         | It was fine.
         | 
         | I don't see why this is so hard, other than the usual
         | intergenerational whining / a heaping pile of student
         | entitlement.
         | 
         | If anything, the classes that required extensive paper-writing
         | for evaluation are the ones that seem to be in trouble to me. I
         | guess we're back to oral exams and blue books for those, but
         | again...worked fine for prior generations.
        
           | eru wrote:
           | > I don't see why this is so hard, other than the usual
           | intergenerational whining / a heaping pile of student
           | entitlement.
           | 
           | You know that grading paper exams is a lot more hassle _for
           | the teachers_?
           | 
           | Your overall point might or might not still stand. I'm just
           | responding to your 'I don't see why this is so hard'. Show
           | some imagination for why other people hold their positions.
           | 
           | (I'm sure there's lots of other factors that come into play
           | that I am not thinking of here.)
        
             | bongodongobob wrote:
             | Why can't the teachers use LLMs to grade?
        
               | eru wrote:
               | Might be interesting. You can at least use modern AI to
               | turn scans of hand-scrawled-on paper into something
               | readable.
        
               | obscurette wrote:
               | In general - why I'd put my effort into visiting (and
               | paying for) a school and learning in such case? That's
               | not what schools are for. I can get any amount of grades
               | I want from LLM myself.
        
               | bongodongobob wrote:
               | Grading is already mechanical, it's just a human does it.
               | I'm not sure what you're objecting to here.
        
               | greenavocado wrote:
               | Ah, the eternal dream of offloading all human labor to
               | machines. Why can't teachers just let an LLM grade?
               | Because, of course, nothing says "educational integrity"
               | like a glorified autocomplete deciding whether little
               | Timmy's essay on Shakespeare adequately captures the
               | existential dread of Hamlet. Sure, let's trust a model
               | that hallucinates citations. But fine, if we're really
               | committed to stripping all nuance from education, why
               | stop there? Let's just plug students into Anki's FSRS
               | algorithm and call it a day. Just assign grades based on
               | how fast their retention decays, because nothing says
               | "holistic assessment" like reducing a human being to a
               | set of coefficients in a spaced repetition formula. Never
               | mind that actual learning involves things like critical
               | thinking or, heaven forbid, creativity. No, no, we'll
               | just reduce the entire process to a forgetting curve.
               | Because nothing inspires a love of knowledge like
               | treating human minds as poorly optimized flashcard decks,
               | mechanically processed and discarded the moment their
               | retention scores dip below acceptable thresholds.
        
             | timr wrote:
             | ...and yet, somehow we managed?
             | 
             | > Show some imagination for why other people hold their
             | positions.
             | 
             | I say that as someone who has also graded piles of paper
             | exams in graduate school (also not that long ago!)
             | 
             | I don't believe the argument you are making is true, but if
             | the primary objection _really is_ that teachers have to
             | _grade_ , then no, I don't have any sympathy.
        
               | bee_rider wrote:
               | It sorta depends on the material... I always thought
               | paper programming tests were dumb: when I was taking them
               | and when I was proctoring/grading them. It is not that
               | similar to writing a program in an IDE where it will tell
               | you if you make a little mistake, and often help you work
               | your way through it.
               | 
               | We made it. But, that's survivorship bias, right? We
               | can't really know how much potential has wasted.
        
               | falcor84 wrote:
               | Hear, hear!
               | 
               | Doing programming on paper seems to me like assessing
               | someone's skills in acrobatics by watching them do the
               | motions in a zero-gravity environment. Without the
               | affordances given by the computer, it's just not the same
               | activity.
        
               | timr wrote:
               | Computer science, the academic discipline, is to
               | programming as mechanics is to bowling.
               | 
               | You can very easily test CS concepts on paper, and
               | programming is demonstrated via group projects.
        
               | falcor84 wrote:
               | Absolutely. It makes good sense to describe algorithms on
               | paper via pseudo-code and diagrams, but they shouldn't be
               | expected to write working code on paper.
        
               | m4rtink wrote:
               | I kinda had this sentiment until I actually started
               | working - quite often an issue only manifests at an
               | obscure customer system or is a race condition that it
               | too rare to catch reliably, yet happens often enough so
               | you can't just ignore it.
               | 
               | To solve those in a reasonable amount of time, you need
               | to form a mental model of what is going on & how to fix
               | it. Having access to a computer by itself won't really
               | help for those.
               | 
               | In that context paper exams for computer science make
               | much more sense to me now - they want you to understand
               | the problem and provide a solution, with pen and paper
               | being the output format.
        
               | eru wrote:
               | > ...and yet, somehow we managed?
               | 
               | People in the past put up with all kinds of struggles.
               | They had to.
               | 
               | > I don't believe the argument you are making is true,
               | but if the primary objection really is that teachers have
               | to grade, then no, I don't have any sympathy.
               | 
               | I have no clue what the primary objection really is. I
               | was responding to "I don't see why this is so hard",
               | which just shows a lack of imagination.
        
               | whatnow37373 wrote:
               | You're making it seem those guys worked the fields 14
               | hours straight. It's just some paperwork..
        
           | NitpickLawyer wrote:
           | > and in-person paper exams.
           | 
           | Yup. ~25 years ago competitions / NOI / leet_coding as they
           | call it now were in a proctored room, computers with no
           | internet access, just plain old borland c, a few problems and
           | 3h of typing. All the uni exams were pen & paper. C++ OOP on
           | paper was fun, but iirc the scoring was pretty lax (i.e.
           | minor typos were usually ignored).
        
           | throwawayffffas wrote:
           | I'm not too old either and in my university, CS was my major,
           | we did group projects and in person paper exams as well.
           | 
           | We wrote c++ on paper for some questions and were graded on
           | it. Ofcourse the tutors were lenient on the syntax they cared
           | about the algorithm and the data structures not so much for
           | the code. They did test syntax knowledge as well but more in
           | code reasoning segments, i.e questions like what's the value
           | of a after these two statements or after this loop is run.
           | 
           | We also had exams in the lab with computers disconnected from
           | the internet. I don't remember the details of the grading but
           | essentially the teaching team was in the room and pretty much
           | scored us then and there.
        
           | intended wrote:
           | Thing is, this hits the scaling problem in education and
           | fucking hard.
           | 
           | There's such a shortfall of teachers globally, and the role
           | is a public good, so it's constantly underpaid.
           | 
           | And if you are good - why would you teach ? You'd get paid to
           | just take advantage of your skills.
           | 
           | And now we have a tool that makes it impossible to know if
           | you have taught anyone because they can pass your exams.
        
         | zer00eyz wrote:
         | > I use AI extensively for my own learning, and it's helping me
         | a lot. On the other hand, it gets work done quickly and poorly.
         | 
         | > small handful of dum-dums made it all the way to exam without
         | having connected two dots, and I have to fail them ... won't
         | lead them to a meaningful existence
         | 
         | I don't see a problem, the system is working.
         | 
         | The same group of people that are going to loose their job to
         | an LLM arent getting smarter because of how they are using
         | LLM's.
        
           | presentation wrote:
           | Ideally the system would encourage those dum-dums to realize
           | they need to change their ways before they're screwed. Unless
           | the system working is that people get screwed and cause
           | problems for the rest of society.
        
             | eru wrote:
             | I want to agree with your point, but also: someone who's
             | middle-class enough to make it to uni in the first place
             | won't cause much trouble for society.
             | 
             | Paternalism in the sense of 'we know what's better for you
             | than you do' is perhaps justified for those people who
             | really don't know better. But I don't think we should
             | overextend that notion.
        
               | presentation wrote:
               | Well given that the article is about young people in
               | schools, a little paternalism isn't a bad thing.
        
               | eru wrote:
               | Well, they also have actual parents.
               | 
               | I have to apologise, I was under this impression this
               | thread was about university students, who should be old
               | enough to fend for themselves (and enjoy respectively
               | suffer from the consequences of their own actions). But I
               | don't think anyone actually mentioned that age in the
               | thread. I mixed it up with another one.
        
               | sshine wrote:
               | The students I teach are pre-university. It's called
               | business school, and if a BSc is level 7, MSc is level 8
               | and PhD is level 9, then this is level 5. So they can
               | become good programmers, but there's no math in the whole
               | study programme.
        
           | sshine wrote:
           | > _The same group of people that are going to loose their job
           | to an LLM arent getting smarter because of how they are using
           | LLM 's._
           | 
           | Students who use LLMs and professional programmers who use
           | LLMs: I wouldn't say it's necessarily the same group of
           | people.
           | 
           | Sure, their incentives are the same, and they're equally
           | unlikely to maintain jobs in the future.
           | 
           | But students can be told that their approach to become AI
           | secretaries isn't going to pan out. They're not actively
           | sacrificing a career because they're out of options. They can
           | still learn valuable skills, because what they were taught
           | has not been made redundant yet, unlike mediocre programmers
           | who can only just compete with LLM gunk.
        
         | frelupin_ wrote:
         | > it gets work done quickly and poorly
         | 
         | This is only temporary. It will be able to code like anyone in
         | time. The only way around this will be coding in-person, but
         | only in elementary courses. Everyone in business will be using
         | AI to code, so that will be the way in most university courses
         | as well.
        
           | ramraj07 wrote:
           | It already can. Im flabbergasted how people haven't still
           | figured out how good gemini 2.5 is.
        
             | frelupin_ wrote:
             | Claude 3.7 and 4 are better for me than Gemini 2.5 for
             | vibing with legacy code. Gemini 2.5 has some great
             | solutions if you handhold it, but tends to make too many
             | assumptions about what would be better which can tear
             | things up as an agent, imo. In other words, Gemini is
             | smarter, but less practical when working with existing
             | code, from what I've experienced. To each their own,
             | though.
        
               | eru wrote:
               | The Claudes are a lot worse at even mildly challenging
               | algorithmic problems than Gemini 2.5 Pro.
               | 
               | However, most legacy code is fairly primitive on that
               | level, so my observation is in no way contradicting
               | yours.
        
             | karn97 wrote:
             | Comments like this are just delusional shit can't even do
             | uni homework lmao
        
           | viccis wrote:
           | IMO no amount of AI should be used during an undergrad
           | education, but I can see how people would react more strongly
           | to its use in these intro to programming courses. I don't
           | think there's as much of an issue with using it to churn out
           | some C for an operating systems course or whatever. The main
           | issue with it in programming education is when learning
           | rudiments of programming IS the point of the course. Same
           | with using to it crank out essays for freshman English
           | courses. These courses are designed to introduce fundamental
           | raw skills that everything else builds on. Someone's ability
           | to write good code isn't as big a deal for classes in OS,
           | algs, compilers, ML, etc., as the main concepts of those
           | courses are.
        
         | Aurornis wrote:
         | > Students mistake mandatory assignments for something they
         | have to overcome as effortlessly as possible.
         | 
         | It has been interesting to see this idea propagate throughout
         | online spaces like Hacker News, too. Even before LLMs, the
         | topic of cheating always drew a strangely large number of pro-
         | cheating comments from people arguing that college is useless,
         | a degree is just a piece of paper, knowledge learned in classes
         | is worthless, and therefore cheating is a rational decision.
         | 
         | Meanwhile, whenever I've done hiring or internships screens for
         | college students it's trivial to see which students are
         | actually learning the material and which ones treat every stage
         | of their academic and career as a game they need to talk their
         | way through while avoiding the hard questions.
        
         | rKarpinski wrote:
         | > But every year a small handful of dum-dums made it all the
         | way to exam without having connected two dots, and I have to
         | fail them and tell them that the three semesters they have
         | wasted so far without any teachers calling their bullshit is a
         | waste of life
         | 
         | Wow.
        
           | paulluuk wrote:
           | Yeah, I've had teachers like that, who tell you that you're a
           | "waste of life" and "what are you doing here?" and "you're
           | dumb", so motivational.
           | 
           | I guess this "tough love" attitude helps for some people? But
           | I think mostly it's just that people think it works for
           | _other_ people, but rarely people think that this works when
           | applied to themselves.
           | 
           | Like, imagine the school administration walking up to this
           | teacher and saying "hey dum dum, you're failing too many
           | students and the time you've spent teaching them is a waste
           | of life."
           | 
           | Many teachers seem to think that students go to
           | school/university because they're genuinely interested in
           | motivated. But more often then not, they're there because of
           | societal pressure, because they know they need a degree to
           | have any kind of decent living standard, and because their
           | parents told them to. Yeah you can call them names, call them
           | lazy or whatever, but that's kinda like pointing at poor
           | people and saying they should invest more.
        
             | noisy_boy wrote:
             | > Yeah, I've had teachers like that, who tell you that
             | you're a "waste of life" and "what are you doing here?" and
             | "you're dumb", so motivational.
             | 
             | I'm sure GP isn't calling them dum-dum to their face. If
             | they can't even do basic stuff, which seems to be their
             | criteria here for the name calling, maybe a politely given
             | reality-check isn't that bad. Some will wake up to the
             | gravity of their situation and put in the hard work and
             | surprise their teacher.
             | 
             | > Yeah you can call them names, call them lazy or whatever,
             | but that's kinda like pointing at poor people and saying
             | they should invest more.
             | 
             | They _should_ invest more because in this case, the
             | "investment' is something that the curriculum simply
             | demands - dedication and effort. I mean unless one is a
             | genius, since when that demand is unreasonable? You want to
             | work with people who got their degree without knowing their
             | shit? (not saying that everyone who doesn't have a degree
             | isn't knowledgeable - I've worked with very smart self-
             | taught people).
        
               | sshine wrote:
               | > _I 'm sure GP isn't calling them dum-dum to their face.
               | If they can't even do basic stuff, which seems to be
               | their criteria here for the name calling, maybe a
               | politely given reality-check isn't that bad. Some will
               | wake up to the gravity of their situation and put in the
               | hard work and surprise their teacher._
               | 
               | I certainly am not out to hurt anyone. I have a great
               | deal of sympathy for someone who spent 18 months learning
               | absolutely nothing, hiding behind their study group,
               | making the LLM do the work, and apathetic teachers on
               | prior semesters who could have caught this behavior.
               | 
               | But I will be blunt with them and say: "You have a very
               | limited time before your studies end, and you have so far
               | not learned basic programming. This means you will not be
               | able to use your certificate for anything."
               | 
               | And then I will send an email to them, the teacher they
               | will have on the next semester, and the study councillor,
               | and say that this person urgently needs a better group
               | and extra help. And I'll personally follow up after some
               | weeks to see if they're actually preparing for their re-
               | exam in a constructive way.
               | 
               | It usually came this far because giving a poor student
               | the lowest grade rather than failing them resolves the
               | teacher of paperwork and re-exams, which means they might
               | get a day off.
               | 
               | Being blunt is being kind.
        
             | mwigdahl wrote:
             | You are misrepresenting what the original poster said. He
             | did not say that he actually called kids "dum-dums" or that
             | the kids were, themselves, a waste of life. He said that
             | using AI to blast through assignments without learning
             | anything from them was a waste of life.
             | 
             | Frankly I applaud that approach. Classes are to convey
             | knowledge, even if the student only gives a shit about the
             | diploma at the end of the road. At least someone cares
             | enough to tell these students the truth about where that
             | approach is going to take them in life.
        
             | chasd00 wrote:
             | I have a hard time sympathizing with a student who cheated
             | for 3 semesters then hit a brick wall when they finally
             | can't cheat. A student struggling with the material is one
             | thing but a student finally getting caught after cheating
             | through three semesters is another. "Dum dum" is being kind
             | IMO.
        
               | sshine wrote:
               | I'm not using the word dum-dum to their face.
               | 
               | And when you see them several times a week for a
               | semester, the sympathy grows on me at least. The people
               | who don't show up before the exam and fail miserably,
               | they're a little harder to sympathise with.
        
         | protocolture wrote:
         | When I was studying games programming we used an in house
         | framework developed by the lecturers for OGRE.
         | 
         | At the time it was optional, but I get the feeling that if they
         | still use that framework, it just became mandatory, because it
         | has no internet facing documentation.
         | 
         | That said, I imagine they might have chucked it in for Unity
         | before AI hit, in which case they are largely out of luck.
         | 
         | >But every year a small handful of dum-dums made it all the way
         | to exam without having connected two dots, and I have to fail
         | them and tell them that the three semesters they have wasted so
         | far without any teachers calling their bullshit is a waste of
         | life and won't lead them to a meaningful existence as a
         | professional programmer.
         | 
         | This happened to me with my 3d maths class, and I was able to
         | power through a second run. But I am not sure I learned
         | anything super meaningful, other than I should have been
         | cramming better.
        
         | stevage wrote:
         | > Teaching Linux basics doesn't suffer the same because the
         | exam-preparing exercise is typing things into a terminal, and
         | LLMs still don't generally have API access to terminals.
         | 
         | Huh, fighting my way through a Linux CLI is exactly the kind of
         | thing I use Chatgpt for professionally.
         | 
         | I did study it in compsci, but those commands are inherently
         | not memorable.
        
           | falcor84 wrote:
           | Yes, LLMs have had API access to terminals for quite a while
           | now. I've been using Windsurf and Claude Code to type
           | terminal commands for me for a long while (and `gh copilot
           | suggest` before that) and couldn't be happier. I still
           | manually review most of them before approving, but I've seen
           | that the chances of the AI getting an advanced incantation
           | right on the first try are much higher than mine, and I
           | haven't yet once had it make a disastrous one, while that's
           | happened to me quite a few times with commands I typed on my
           | own.
        
             | stevage wrote:
             | Oh, I just copy paste back and forth.
             | 
             | Often I just paste an error with some scroll back but no
             | instructions and it works out what I need.
        
             | seniorThrowaway wrote:
             | >and I haven't yet once had it make a disastrous one
             | 
             | I've had it make some pretty bad ones. Not directly hooked
             | in to my terminal, just copy and paste. A couple of git
             | doozies that lost my work, but I've done those too. Others
             | more subtle, one of note is a ZFS ZPOOL creation script it
             | gave me used classic linux style /dev/sda style drive
             | identifiers instead of proper /dev/by-id paths which led to
             | the disks being marked as failed every time I rebooted.
             | Sure, that's on me for not verifying, but I was a little
             | out of my depth with ZFS on Linux and thought that ZFS' own
             | internal uuid scheme was handling it.
        
         | thresher wrote:
         | I teach computer science / programming, and I know what a good
         | AI policy is: No AI.
         | 
         | (Dramatic. AI is fine for upper-division courses, maybe.
         | Absolutely no use for it in introductory courses.)
         | 
         | Our school converted a computer lab to a programming lab.
         | Computers in the lab have editors/compilers/interpreters, and
         | whitelist documentation, plus an internal server for grading
         | and submission. No internet access otherwise. We've used it for
         | one course so far with good results, and and extending it to
         | more courses in the fall.
         | 
         | An upside: our exams are now auto-graded (professors are happy)
         | and students get to compile/run/test code on exams (students
         | are happy).
         | 
         | >Students mistake mandatory assignments for something they have
         | to overcome as effortlessly as possible.
         | 
         | This is the real demon to vanquish. We're approaching course
         | design differently now (a work in progress) to tie coding exams
         | in the lab to the homework, so that solving the homework (worth
         | a pittance of the grade) is direct preparation for the exam
         | (the lion's share of the grade).
        
           | nprateem wrote:
           | Is it in a Faraday cage too or do you just confiscate their
           | phones. Or do you naively believe they aren't just using AI
           | on their phones?
        
             | throwawayffffas wrote:
             | I don't know what they do, but when we did it back in the
             | 2000's there was a no phone policy and the exams were
             | proctored.
             | 
             | People could try to cheat, but it would be pretty stupid to
             | think they would not catch you.
        
             | intended wrote:
             | You should look at the cheating stories that come out of
             | India, China, South Korea and other places that have been
             | dealing with this dynamic for decades upon decades.
             | 
             | I know of a time where america didn't have this problem and
             | I could see it ramping up, because of my experience in
             | India.
             | 
             | People will spend incredible efforts to cheat.
             | 
             | Like stories of parents or conspirators scaling buildings
             | to whisper answers to students from windows.
        
           | timemct wrote:
           | >Our school converted a computer lab to a programming lab.
           | Computers in the lab have editors/compilers/interpreters, and
           | whitelist documentation, plus an internal server for grading
           | and submission. No internet access otherwise. We've used it
           | for one course so far with good results, and extending it to
           | more courses in the fall.
           | 
           | As an higher education (university) IT admin who is
           | responsible for the CS program's computer labs and is also
           | enrolled in this CS program, I would love to hear more about
           | this setup, please & thank you. As recently as last semester,
           | CS professors have been doing pen'n paper exams and group
           | projects. This setup sounds great!
        
             | gchallen wrote:
             | We've been doing this at Illinois for 10 years now. Here's
             | the website with a description of the facility:
             | https://cbtf.illinois.edu/. My colleagues have also
             | published multiple papers on the testing center--
             | operations, policies, results, and so on.
             | 
             | It's a complete game changer for assessment--anything,
             | really, but basic programming skills in particular. At this
             | point I wouldn't teach without it.
        
           | photochemsyn wrote:
           | Isn't auto-grading cheating by the instructors? Isn't part of
           | their job providing their expert feedback by actually reading
           | the code the students have generating and providing feedback
           | and suggestions for improvement even at for exams? A good
           | educational program treats exams as learning opportunities,
           | not just evaluations.
           | 
           | So if the professors can cheat and they're happy about having
           | to do less teaching work, thereby giving the students a
           | lower-quality educational experience, why shouldn't the
           | students just get an LLM to write code that passes the auto-
           | grader's checks? Then everyone's happy - the administration
           | is getting the tuition, the professors don't have to grade or
           | give feedback individually, and the students can finish their
           | assignments in half an hour instead of having to stay up all
           | night. Win win win!
        
             | gchallen wrote:
             | Immediate feedback from a good autograder provides a much
             | more interactive learning experience for students. They are
             | able to face and correct their mistakes in real time until
             | they arrive at a correct solution. That's a real learning
             | opportunity.
             | 
             | The value of educational feedback drops rapidly as time
             | passes. If a student receives immediate feedback and the
             | opportunity to try again, they are much more likely to
             | continue attempting to solve the problem. Autograders can
             | support both; humans, neither. It typically takes hours or
             | days to manually grade code just once. By that point
             | students are unlikely to pay much attention to the
             | feedback, and the considerable expense of human grading
             | makes it unlikely that they are able to try again. That's
             | just evaluation.
             | 
             | And the idea that instructors of computer science courses
             | are in a position to provide "expert feedback" is very
             | questionable. Most CS faculty don't create or maintain
             | software. Grading is usually done by either research-
             | focused Ph.D. students or undergraduates with barely more
             | experience than the students they are evaluating.
        
             | sshine wrote:
             | > _Isn 't auto-grading cheating by the instructors?_
             | 
             | Certainly not. There's a misconception at play here.
             | 
             | Once you have graded a few thousand assignments, you
             | realize that people make the same mistakes. You think "I
             | could do a really good write-up for the next student to
             | make this mistake," and so you do and you save it as a
             | snippet, and soon enough, 90% of your feedback are
             | elaborate snippets. Once in a while you realize someone
             | makes a new mistake, and it deserves another elaborate
             | snippet. Some snippets don't generalise. That's called
             | personal feedback. Other snippets generalise insanely.
             | That's called being efficient.
             | 
             | Students don't care if their neighbors got the same
             | feedback if the feedback applies well and is excellent. The
             | difficult part is making that feedback apply well. A human
             | robot will make that job better. And building a bot that
             | gives the right feedback based on patterns is... actually a
             | lot of work, even compared to copy-pasting snippets
             | thousands of times.
             | 
             | But if you repeat an exercise enough times, it may be worth
             | it.
             | 
             | Students are incentivised to put in the work in order to
             | learn. Students cannot learn by copy-pasting from LLMs.
             | 
             | Instructors are incentivised to put in the work in order to
             | provide authentic, valuable feedback. Instructors can
             | provide that by repeating their best feedback when
             | applicable. If instructors fed assignments to an LLM and
             | said "give feedback", that'd be in the category of bullshit
             | behavior we're criticising students for.
        
           | sshine wrote:
           | > _Our school converted a computer lab to a programming lab.
           | Computers in the lab have editors /compilers/interpreters,
           | and whitelist documentation, plus an internal server for
           | grading and submission. No internet access otherwise. We've
           | used it for one course so far with good results, and and
           | extending it to more courses in the fall._
           | 
           | Excellent approach. It requires a big buy-in from the school.
           | 
           | Thanks for suggesting it.
           | 
           | I'm doing something for one kind of assignment inspired by
           | the game "bashcrawl" where you have to learn Linux commands
           | through an adventure-style game. I'm bundling it in a
           | container and letting you submit your progress via curl
           | commands, so that you pass after having run a certain set of
           | commands. Trying to make the levels unskippable by using
           | tarballs. Essentially, if you can break the game instead of
           | beating it honestly, you get a passing grade, too.
        
         | ccppurcell wrote:
         | If there is another course where students design their own
         | programming language, maybe you could use the best of the
         | previous year's. That way LLMs are unlikely to be able to
         | (easily) produce correct syntax. Just a thought from someone
         | who teaches in a totally different neck of the
         | mathematical/computational woods.
        
           | jmmcd wrote:
           | Modern LLMs can one-shot code in a totally new language, if
           | you provide the language manual. And you have to provide the
           | language manual, because otherwise how can the students learn
           | the language.
        
         | anal_reactor wrote:
         | > their bullshit is a waste of life and won't lead them to a
         | meaningful existence as a professional programmer
         | 
         | That's where you're wrong. Being a professional programmer is
         | 10% programming, 40% office politics, and 50% project
         | management. If your student managed to get halfway through
         | college without any actual programming skills, they're perfect
         | candidate, because they clearly own the 90% of skills needed to
         | be a professional programmer.
        
           | bearjaws wrote:
           | > Being a professional programmer is 10% programming, 40%
           | office politics, and 50% project management.
           | 
           | I'd say that really depends on your job.
           | 
           | At smaller companies, your job will likely be 60% programming
           | at a minimum.
           | 
           | Only at ~100 employees do companies fall into lots of
           | meetings and politics.
        
             | mrweasel wrote:
             | Hence my personal policy of never working for a company
             | with more than ~100-150 people.
        
           | sshine wrote:
           | In my experience, it's 70% programming, 20% office politics,
           | and 10% project management. People who realize late they're
           | no good at programming, or don't enjoy it, will pivot towards
           | other kinds of work, like project management. But people who
           | think they'll have luck managing people without having any
           | grasp of the skill set of the people they manage, they either
           | need really good people skills, or they're obnoxiously
           | incompetent in both humans and computers.
        
         | CalRobert wrote:
         | Do you find that thinking of your students as dum-dums makes
         | you a better teacher?
        
           | sshine wrote:
           | Neither better nor worse.
           | 
           | Some of my students are naturally talented.
           | 
           | Others achieve great results through hard work.
           | 
           | Some half-assedly make it.
           | 
           | And some don't even try.
           | 
           | Those are the dum-dums.
           | 
           | They just play games and think everything is going to work
           | out without effort.
        
         | lowbloodsugar wrote:
         | Programming with AI is the job now. That's what you need to be
         | teaching if you want your graduates to get a job programming.
         | 
         | What's changed is that "some working code" is no longer proof
         | that a student understands the material.
         | 
         | You're going to need a new way to identify students that
         | understand the material.
        
           | sshine wrote:
           | There really are two opposite policies at play:
           | - Just say no to AI       - Just embrace AI
           | 
           | I ran one semester embracing AI, and... I don't know, I don't
           | have enough to compare with, but clearly it leaves a lot of
           | holes in people's understanding. They generate stuff that
           | they don't understand. Maybe it's fine. But they're certainly
           | worse programmers than I was after having spent the same time
           | without LLMs.
        
       | kenjackson wrote:
       | The idea with calculators was that as a tool there are higher
       | level questions that calculators would help you answer. A simple
       | example is that calculators don't solve word problems, but you
       | can use them to do the intermediate computations.
       | 
       | What are the higher level questions that LLMs will help with, but
       | for which humans are absolutely necessary? The concern I have is
       | that this line doesn't exist -- and at the very best it is very
       | fuzzy.
       | 
       | Ironically, this higher level task for humans might be ensuring
       | that the AIs aren't trying to get us (whatever that means,
       | genocide, slavery, etc...).
        
         | lotu wrote:
         | Those higher level questions are likely outside the scope of
         | the class. Like write a novel or something like that.
        
       | andoando wrote:
       | Perhaps we should reconsider the purpose of teaching. If one does
       | not want to learn, why are we teaching them?
        
         | lotu wrote:
         | Because it is necessary, think about toilet training a toddler.
        
         | squigz wrote:
         | > Perhaps we should reconsider the purpose of teaching. If one
         | does not want to learn, why are we teaching them?
         | 
         | Certainly there's something to be said for reconsidering much
         | of the purpose (and mechanisms) of post-secondary education,
         | but we often 'force' children and young adults to do things
         | they don't want to do for their own good. I think it's better
         | we teach our children the importance of learning - the lack of
         | which is what results in, as another commenter puts it,
         | students viewing homework as "something they have to overcome"
        
         | Aeolun wrote:
         | To avoid November 6, 2024?
        
           | Der_Einzige wrote:
           | Those protestors mostly went to government schools, and were
           | likely radicalized because of their time in them. Being in
           | school doesn't make the hate in your heart go away. It forces
           | you to rub shoulders with the exact kind of people you
           | believe are subhuman - and even gives more ammunition for
           | them to use in their mind when arguments against racism are
           | made to them.
           | 
           | There's a reason why conservatives are so obsessed with
           | school choice, LGBT book bans, etc.
        
         | TrackerFF wrote:
         | For the vast majority that enroll higher education: Because
         | they want a job. They need a job.
         | 
         | The degree is the key that unlocks the door to a job. Not the
         | knowledge itself, but the actual physical diploma.
         | 
         | And it REALLY, REALLY doesn't help that there are so many jobs
         | out there that could be done just fine with a HS diploma. But
         | because reasons, you now need a college degree for that job.
         | 
         | The problem isn't new. For decades people have bought fake
         | degrees, hired people to do their work, even hired people the
         | impersonate themselves.
        
         | suyash wrote:
         | That's a silly argument, onus is on the teacher to make the
         | subject interesting for students.
        
           | andoando wrote:
           | I don't see how AI is making it harder to make the subject
           | more interesting. Homework certainly isn't what gets people
           | interested.
           | 
           | But regardless I don't buy that, especially in college where
           | you pick your own set of classes.
        
       | owenpalmer wrote:
       | As an engineering undergrad, I don't think any online work should
       | count toward the student's grade, unless you're allowed to use
       | the Internet however you want to complete it. There simply isn't
       | any other way of structuring the course that doesn't punish the
       | honest students.
        
       | djoldman wrote:
       | Basically it comes to this: a sufficiently large proportion of a
       | student's grade must come from work impossible to generate with
       | AI, e.g. in-person testing.
       | 
       | Unfortunately, 18-year-olds generally can't be trusted to go a
       | whole semester without succumbing to the siren call of easy GenAI
       | A's. So even if you tell them that the final will be in-person,
       | some significant chunk of them will still ChatGPT their way
       | through and bomb the final.
       | 
       | Therefore, professors will probably have to have more frequent
       | in-person tests so that students get immediate feedback that
       | they're gonna fail if they don't actually learn it.
        
         | EGreg wrote:
         | Literally this. The education system is lazy and tests people
         | only every 30 days, with a test or midterm. This is the
         | system's fault. Quiz every day. Catch where people are
         | struggling, early. The quiz can be on their phones and let you
         | know when they switch apps. Just have them close their laptops,
         | take out their phones, scan QR codes from the screen in front,
         | or pasted on a wall, and then 5 min quiz on their phones.
         | That's what I did.
        
         | pkoird wrote:
         | So they bomb their test. And? Isn't that the entire point of an
         | exam? If you fail, you fail and presumably have to re-learn the
         | contents.
        
         | protocolture wrote:
         | >Unfortunately, 18-year-olds generally can't be trusted to go a
         | whole semester without succumbing to the siren call of easy
         | GenAI A's. So even if you tell them that the final will be in-
         | person, some significant chunk of them will still ChatGPT their
         | way through and bomb the final.
         | 
         | I really think we need these policies to be developed by the
         | opposite of misanthropists.
        
         | Ekaros wrote:
         | I wonder if culture has gone wrong where children or students
         | simply cannot be failed anymore. Or sometimes even given less
         | than perfect grades...
         | 
         | Maybe we should go back to times where failing students was
         | seen more so fault of the student than the system. At least
         | when majority of students pass and there is no proven fault by
         | faculty.
        
       | jamesgill wrote:
       | The fundamental question that AI raises for me, but nobody seems
       | to answer:
       | 
       | In our competitive, profit-driven world--what is the value of a
       | human being and having human experiences?
       | 
       | AI is neither inevitable nor necessary--but it seems like the
       | next inevitable step in reducing the value of a human life to its
       | 'outputs'.
        
         | nicbou wrote:
         | Someone needs to experience the real world and translate it
         | into LLM training data.
         | 
         | ChatGPT can't know if the cafe around the corner has banana
         | bread, or how it feels to lose a friend to cancer. It can't
         | tell you anything unless a human being has experienced it and
         | written it down.
         | 
         | It reminds me of that scene from Good Will Hunting:
         | https://www.imdb.com/de/title/tt0119217/quotes/?item=qt04081...
        
         | turtletontine wrote:
         | I'm similarly worried about businesses all making "rational"
         | decisions to replace their employees with "AI", wherever they
         | think they can get away with it. (Note that's not the same
         | thing as wherever "AI" can do the job well!)
         | 
         | But I think one place where this hits a wall is liability and
         | accountability. Lots of low stakes things will be enshittified
         | by "AI" replacements for actual human work. But for things like
         | airline pilots, cancer diagnoses, heart surgery - the cost of
         | mistakes is so large, that humans in the loop are absolutely
         | necessary. If nothing else, at least as an accountability
         | shield. A company that makes a tumor-detector black box wants
         | to be an _assistive tool_ to improve doctor's "efficiency", not
         | the actual front line medical care. If the tool makes a
         | mistake, they want no liability. They want all the blame on the
         | doctor for trusting their tool and not double checking its
         | opinion. I hear that's why a lot of "AI" tools in medicine are
         | actually reducing productivity: double checking an "AI's"
         | opinion is more work than just thinking and evaluating with
         | your own brain.
        
           | Nasrudith wrote:
           | The funny thing is my first thought was "maybe reduced
           | nominal productivity by increased throughness is exactly what
           | we need when evaluating potential tumors". Keeping doctors
           | off autopilot and not so focused that radiologists fail to
           | see hidden gorillas in x-rays. And yes that was a real study.
        
           | eternauta3k wrote:
           | No, we already have autonomous cars driving around even
           | though they've already killed people.
        
             | RationPhantoms wrote:
             | This is a poor take. They are objectively safer drives then
             | their human counterpart. Yes, with those unfortunate deaths
             | included.
        
         | tenebrisalietum wrote:
         | You should determine your own value if you don't want to be
         | controlled by anyone else.
         | 
         | If you don't want to determine your own value, you're probably
         | no worse off letting an AI do that than anything else. Religion
         | is probably more comfortable, but I'm sure AI and religion will
         | mix before too long.
        
         | jaza wrote:
         | The "value of a human" - same in this age as it has always been
         | - is our ability to be truly original and to think outside the
         | box. (That's also what makes us actually quite smart, and what
         | makes current cutting-edge "AI" actually quite dumb).
         | 
         | AI is incapable of producing anything that's not basically a
         | statistical average of its inputs. You'll never get an AI Da
         | Vinci, Einstein, Kant, Pythagoras, Tolstoy, Kubrick, Mozart,
         | Gaudi, Buddha, nor (most ironically?) Turing. Just to name a
         | few historical humans whose respective contributions to the
         | world are greater than the sum of the world's respective
         | contributions to them.
        
           | jobigoud wrote:
           | Have you tried image generation? It can easily apply high
           | level concepts from one area to another area and produce
           | something that hasn't been done before.
           | 
           | Unless you loosen the meaning of statistical average so much
           | that it ends up including human creativity. At the end of the
           | day it's basically the same process of applying an idea from
           | one field to another.
           | 
           | Most humans are not Da Vinci, Einstein, Kant, etc. Does that
           | make them not valuable as humans?
        
             | jaza wrote:
             | Yes, I've tried AI image generation, and while it's
             | impressive, it's also - at the end of the day - just as
             | bland and unoriginal a mashup of existing material as AI
             | text generation is.
             | 
             | All humans (I believe!) have the potential to be that
             | amazing. And all humans come up with amazing ideas and
             | produce amazing works in their life, just that 99% of us
             | aren't appreciated as much as the famous 1% are. We're all
             | valuable.
        
         | probably_wrong wrote:
         | IMO you're coming at it from the wrong angle.
         | 
         | Capitalism barely concerns itself with humans and whether human
         | experiences exist or not is largely irrelevant for the field.
         | As far as capitalism knows, humans are nothing but a noisy set
         | of knobs that regulate how much profit one can make out of a
         | situation. While tongue-in-cheek, this SMBC comic [1] about the
         | Ultimatum game is an example of the type of paradoxes one gets
         | when looking at life exclusively from an economics perspective.
         | 
         | The question is not "what's the value of a human under
         | capitalism?" but rather "how do we avoid reducing humans to
         | their economic output?". Or in different terms: it is not the
         | blender's job to care about the pain of whatever it's blending,
         | and if you find yourself asking "what's the value of pain in a
         | blender-driven world?" then you are solving the wrong problem.
         | 
         | [1] https://www.smbc-comics.com/?id=3507
        
       | foxglacier wrote:
       | Schools need to re-think what the purpose of essays was in the
       | first place and re-invent homework to suit the existance of LLMs.
       | 
       | If it's to understand the material, then skip the essay writing
       | part and have them do a traditional test. If it's to be able to
       | write, they probably don't need that skill anymore so skip the
       | essay writing. If it's to get used to researching on their own,
       | find a way to have them do that which doesn't work with LLMs.
       | Maybe very high accuracy is required (a weak point for LLMs), or
       | the output is not an LLM-friendly form, or it's actually
       | difficult to do so the students have to be better than LLMs.
        
         | ThrowawayR2 wrote:
         | > " _If it 's to be able to write, they probably don't need
         | that skill anymore..._"
         | 
         | Any person who can't write coherently and in a well organized
         | way isn't going to be able to prompt a LLM effectively either.
         | Writing skills become _more_ important in the age of LLMs, not
         | less.
        
         | patrickmay wrote:
         | "Writing is nature's way of letting you know how sloppy your
         | thinking is." -- Leslie Lamport
         | 
         | Writing is an essential skill.
        
       | datahack wrote:
       | There is a tremendous lack of understandings between the genx and
       | millennial teachers and the way they see and use AI, and how
       | younger people are using it.
       | 
       | Kids use AI like an operating system, seamlessly integrated into
       | their workflows, their thinking, their lives. It's not a tool
       | they pick up and put down; it's the environment they navigate, as
       | natural as air. To them, AI isn't cheating--it's just how you get
       | things done in a world that's always been wired, always been
       | instant. They do not make major life decisions without consulting
       | their systems. They use them like therapists. It's is far more
       | than a Google replacement or a writing tool already.
       | 
       | This author's fixation on "desirable difficulty" feels like a
       | sermon from a bygone era, steeped in romanticized notions of
       | struggle as the only path to growth. It's yet another "you can't
       | use a calculator because you won't always have one" -- the same
       | tired dogma that once insisted pen-and-paper arithmetic was the
       | pinnacle of intellectual rigor (even after calculators arrived:
       | they have in fact always been with us every day since).
       | 
       | The Butlerian Jihad metaphor is clever but deeply misguided
       | casting AI as some profane mimicry of the human mind ignores how
       | it's already reshaping cognition, not replacing it.
       | 
       | The author laments students bypassing the grind of traditional
       | learning, but what if that grind isn't the sacred rite they think
       | it is? What if "desirable difficulty" is just a fetishized relic
       | of an agrarian education system designed to churn out obedient
       | workers, not creative thinkers?
       | 
       | The reality is, AI's not going away, and clutching pearls about
       | its "grotesque" nature won't change that. Full stop.
       | 
       | Students aren't "cheating" when they use it... they're adapting
       | to a world where information is abundant and synthesis is king.
       | The author's horror at AI-generated essays misses the point: the
       | problem isn't the tech, it's the assignments (and maybe your
       | entire approach).
       | 
       | If a chatbot can ace your rhetorical analysis, maybe the task
       | itself is outdated, testing rote skills instead of real
       | creativity or critical thinking.
       | 
       | Why are we still grading students on formulaic outputs when AI
       | can do that faster?
       | 
       | The classroom should be a lab for experimentation, not a shrine
       | to 19th century pedagogy, which is most definitely is. I was
       | recently lectured by a teacher about how he tries to make every
       | one of his students a mathematician, and became enraged when I
       | gently asked him how he's dealing with the disruption to
       | mathematicians as a profession that AI systems are currently
       | doing. There is an adversarial response underneath a lot of
       | teacher's thin veneers of "dealing with the problem of AI" that
       | is just _wrong_ and such a cope.
       | 
       | That obvious projection leads directly to this "adversarial"
       | grading dynamic. The author's chasing a ghost, trying to police
       | AI use with Google Docs surveillance or handwritten assignments.
       | That's not teaching. What it is standing in the way of
       | civilization Al progress because it doesn't fit your ideas. I
       | know there are a lot of passionate teachers out there, and some
       | even get it, but most definitely do _not_.
       | 
       | Kids will find workarounds, just like they always have, because
       | they're not the problem; the system is. If students feel
       | compelled to "cheat" with AI, it's because the stakes (GPAs,
       | scholarships, future prospects) are _so punishingly high that
       | efficiency becomes survival_.
       | 
       | Instead of vilifying them, why not redesign assessments to reward
       | originality, process, and collaboration over polished products?
       | AI could be a partner in that, not an enemy.
       | 
       | The author's call for a return to pen and paper feels like
       | surrender dressed up as principle and it's _rediculously_ out of
       | touch.
       | 
       | It's not about fostering "humanity" in the classroom; it's about
       | clinging to a nostalgic ideal of education that never served
       | everyone equally anyway.
       | 
       | Meanwhile, students are already living in the future, where AI is
       | as foundational as electricity.
       | 
       | The real challenge isn't banning the "likeness bots" but teaching
       | kids how to wield them critically, ethically, and creatively.
       | 
       | Change isn't coming. It is already here. Resisting it won't make
       | us more human; it'll just leave us behind.
       | 
       | Edit: sorry for so many edits. Many typos.
        
         | TychoCelchuuu wrote:
         | Decades of research into learning shows that "desirable
         | difficulty" is not, as you put it, "just a fetishized relic of
         | an agrarian education system designed to churn out obedient
         | workers, not creative thinkers." Rather, difficulty means you
         | are encountering things you do not already understand. If you
         | are not facing difficulties then your time is being wasted. The
         | issue is that AI allows people to avoid facing difficulties and
         | thus allows them to waste their time.
         | 
         | You think we will make progress by learning to use AI in
         | certain ways, and that assignments can be crafted to inculcate
         | this. But a moment's acquaintance with people who use AI will
         | show you that there is a huge divide between some uses of AI
         | and others, and that some people use AI in ways which is not
         | creative and so on. Ideally this would prompt you to reflect on
         | what characteristics of people incline them towards using AI in
         | certain ways, and what we can do to promote the characteristics
         | that incline people to use AI in productive and interesting
         | ways, etc. The end result of such an inquiry will be something
         | like what the author of this piece has arrived at,
         | unfortunately. Any assignment you think is immune to lazy AI
         | use is probably not. The only real solution is the adversarial
         | approach the author adopts.
        
         | fallinditch wrote:
         | It's interesting to note that your comment and my comment ended
         | up right at the end, having been downvoted, with no downvoters
         | commenting on why they disagree with you, or my, points.
         | 
         | I assume it's because many of the commenters of this post are
         | skewed towards academia, and perhaps view the disruption by AI
         | to the traditional methods of grading student work as a
         | challenge to their profession.
         | 
         | As we have seen many times throughout history, when disruptive
         | forces of technical or demographic changes or a new set of
         | market forces occurs, incumbents often struggle to adapt to the
         | new situation.
         | 
         | Established traditional education is a massive ship to turn
         | around.
         | 
         | Your comments contain much food for thought and deserve to be
         | debated. I agree with you that educators should not be branding
         | students as cheaters. Using AI in an educational context is a
         | rational and natural thing to do, especially for younger
         | students.
         | 
         | > ... AI as some profane mimicry of the human mind ignores how
         | it's already reshaping cognition, not replacing it.
         | 
         | - Yes, this is such an important point and it's why we need
         | enlightened policy making leading to meaningful education
         | reform.
         | 
         | I do disagree with you about incorporating more pen and paper
         | activities - I think this would provide balance and some
         | important key skills.
         | 
         | No doubt AI is challenging to many areas of society, especially
         | education. I'm not saying it's a wonderful thing that we don't
         | need to worry about, but we do need to think deeply about its
         | impacts and how we can harness its positive strengths and
         | radically improve teaching and learning outcomes. It's not
         | about locking students in exam rooms with high tech
         | surveillance.
         | 
         | With AI it's disappointing that the prevalent opinions of many
         | educators are seemingly stuck and struggling to adapt.
         | 
         | Meanwhile society will move on.
         | 
         | Edit: good to see you got a response!
        
         | goatlover wrote:
         | ChatGPT is only 2.5 years old. How are kids using AI like it's
         | always been around? I really hope they aren't making major life
         | decisions consulting chatbots from big tech companies, instead
         | of their relatives, teachers and friends. I'm old enough to
         | recall when social media was viewed as this incredibly positive
         | tech for humanity. How things have changed. One wonders how
         | we'll view the impact AIs in a few years.
        
         | blackbear_ wrote:
         | How do you test "real creativity" and "critical thinking" in a
         | way that is both scalable and reliably tells apart those who
         | get it and those who don't?
        
       | throwaway81523 wrote:
       | No mention of Danny Dunn. Tsk.
       | 
       | https://www.semicolonblog.com/?p=32946
        
         | AStonesThrow wrote:
         | As late as 1984, _Danny Dunn_ shared a place of honor on my
         | bookshelves, along with _Encyclopedia Brown_.
         | 
         | The long list of titles is interesting and almost leads us to a
         | self-referential thought. These series were often known as
         | "boiler-room novels" because they were basic and formulaic, and
         | it was possible to command a team of entry-level writers to
         | churn them out.
        
       | czhu12 wrote:
       | To offer a flip side of the coin, I can't imagine I would have
       | the patience outside of school, to have learned Rust this past
       | year without AI.
       | 
       | Having a personal tutor who I can access at all hours of the day,
       | and who can answer off hand questions I have after musing about
       | something in the shower, is an incredible asset.
       | 
       | At the same time, I can totally believe if I was teleported back
       | to school, it would become a total crutch for me to lean on, if
       | anything just so I don't fall behind the rest of my peers, who
       | are acing all the assignments with AI. It's almost a game
       | theoretic environment where, especially with bell curve scaling,
       | everyone is forced into using AI.
        
         | lacker wrote:
         | Same here. AI is a great tool for learning, but a challenge for
         | education.
        
       | globalnode wrote:
       | well worth the read just for the term "broligarch"
        
       | Aziell wrote:
       | AI definitely makes it easier for students to finish their
       | assignments, but that's part of the problem. It's getting harder
       | to tell whether they actually understand anything.What's more
       | worrying is how fast they're losing the habit of thinking for
       | themselves.
       | 
       | And it's not just in school. I see the same thing at work. People
       | rely on AI tools so much, they stop checking if they even
       | understand what they're doing. It's subtle, but over time, that
       | effort to think just starts to fade.
        
       | downboots wrote:
       | The issue is trust, AI is not the issue.
       | 
       | Culture, not technology.
        
       | hiAndrewQuinn wrote:
       | It's not that hard to save remote education accreditation. You
       | just need a test pod.
       | 
       | Take one of those soundproofed office pods, something like what
       | https://framery.com/en/ sells. Stick a computer in it, and a
       | couple of cameras as well. The OS only lets you open what you
       | want to open on it. Have the AI watch the student in real time,
       | and flag any potential cheating behaviors, like how modern AI
       | video baby monitors watch for unsafe behaviors in the crib.
       | 
       | If a $2-3000 pod sounds too expensive for you over the course of
       | your child's education, I'm sure remote schoolers can find ways
       | to rent pods at much cheaper scale, like a gym subscription
       | model. If the classes you take are primarily exam-based anyway
       | you might be able to get away with visiting it once a week or
       | less.
       | 
       | I'm surprised nobody ever brings up this idea. It's obvious you
       | have to fight fire with fire here, unless you want to 10x the
       | workload of any teacher who honestly cares about cheating.
        
       | rixed wrote:
       | AI for classical education can be an issue, but AI for inverted
       | classes is perfect.
       | 
       | Going to school to listen to a teacher for hours and take notes,
       | sitting in a group of peers to whom you are not allowed to speak,
       | and then going home to do some homework on your own, this whole
       | concept is stupid and deserves to die.
       | 
       | Learning lessons is the activity you should do within the confort
       | of your home, with the help of everything you can including
       | books, AIs, youtube videos or anything that float your boat.
       | Working and practice, on the other hand, are social activities
       | that benefit a lot from interacting with teachers and other
       | students, and deserves to be done collectively at school.
       | 
       | For inverted classes, AI are no problem at all; at the contrary,
       | they are very helpful.
        
         | gilbetron wrote:
         | AI is bad for academia and the educational industrial complex,
         | but it is great for people that actually want to learn.
        
       | marcus_holmes wrote:
       | My essay-writing process for my MBA was:
       | 
       | - decide what I wanted to say about the subject, from the set of
       | opinions I already possess
       | 
       | - search for enough papers that could support that position.
       | Don't read the papers, just scan the abstracts.
       | 
       | - write the essay. Scan the reference papers for the specific bit
       | of it that best supported the point I want to make.
       | 
       | There was zero learning involved in this process. The production
       | of the essay was more about developing journal search skills than
       | absorbing any knowledge about the subject. There are always
       | enough papers to support any given point of view, the trick was
       | finding them.
       | 
       | I don't see how making this process even more efficient by
       | delegating the entire thing to an LLM is affecting any actual
       | education here.
        
         | protocolture wrote:
         | I literally wrote a friends psychology paper when I had no idea
         | of the subject and they got a HD for it.
         | 
         | All I did was follow the process you outlined.
         | 
         | My mother used to do it as a service for foreign language
         | students. They would record their lectures, and she would write
         | their papers for them.
        
           | munksbeer wrote:
           | Confession. I became disillusioned with a teacher of a
           | subject in school, who I was certain had taken a disliking to
           | me.
           | 
           | I tested it by getting hold of a paper which had received an
           | A from another school on the same subject, copying it
           | verbatim and submitting it for my assignment. I received a
           | low grade.
           | 
           | Despite confirming what I suspected, it somehow still wasn't
           | a good feeling.
        
             | protocolture wrote:
             | I attended a catholic high school for several years, and I
             | noticed a pattern. If I submitted an assignment to certain
             | teachers and the subject related to a non catholic
             | religion, I would get a pass, at the lowest score possible,
             | regardless of the quality of the content.
             | 
             | So I just kept submitting assignments on the wrong
             | religions. Write up about a saint? Pick a russian orthodox
             | saint. Write up on marriage customs? Use islam. That way I
             | could never fail.
        
         | TrackerFF wrote:
         | To be honest, that's a problem on your part. It is completely
         | possible to write a paper on anything, using the scientific
         | method as your framework.
         | 
         | But the problem is that in many cases, the degrees (like MBA,
         | which I too hold) are merely formalities to move up the
         | corporate ladder, or pivot to something else. You don't get
         | rewarded extra for actually doing science. And, yes, I've done
         | the exact same thing you did, multiple times, in multiple
         | different classes. Because I knew that if what I did just
         | _looked and sounded_ proper enough, I 'd get my grade.
         | 
         | To be fair, one of the first things I noticed when entering the
         | "professional" workforce, was that the methodology was the
         | same: Find proof / data that supports your assumptions. And if
         | you can't find any, find something close enough and just
         | interpret / present it in a way that supports your assumptions.
         | 
         | No need for any fancy hypothesis testing, or having to conclude
         | that your assumptions were wrong. Like it is not your opinion
         | or assumption anyway, and you don't get rewarded for telling
         | your boss or clients that they're wrong.
        
         | hyperbovine wrote:
         | > - search for enough papers that could support that position.
         | Don't read the papers, just scan the abstracts.
         | 
         | Wrote wrote those papers? How did they learn to write them? At
         | some point, somebody along the chain had to, you know, produce
         | an actual independent thought.
        
           | marcus_holmes wrote:
           | Interesting question. It seems to me that the entire business
           | academia could be following the method I've outlined and no-
           | one would notice. Or care.
           | 
           | It's not like the hard sciences - no-one is able to refute
           | anything, because you can't conduct experiments. You can
           | always find some evidence for any given hypothesis, as the
           | endless stream of self-help (and often contradictory)
           | business books show.
           | 
           | None of the academics I was reading had actually run a
           | business or had any practical experience of business. They
           | were all lifelong academics who were writing about it from an
           | academic perspective, referencing other academics.
           | 
           | Business is not short of actual independent thought.
           | Verification is the thing it's missing. How does anyone know
           | that the brilliant idea they just had is actually brilliant?
           | The only way is to go and build a business around it and see
           | if it works. Academics don't do that. How is this science
           | then?
        
         | intended wrote:
         | I'm sorry for that.
         | 
         | May I ask a different question, why didn't, or what stoped, you
         | from engaging with the material itself ?
        
           | marcus_holmes wrote:
           | To be honest, I found "the material" irrelevant, mostly.
           | There's vast swathes of papers written about obscure and tiny
           | parts of the overall subject. Any given paper is probably
           | correct, but covering such a tiny part of the subject that
           | spending the time reading all of them is inefficient (if not
           | impossible).
           | 
           | Also, given that the subject in question is "business", and
           | the practice of business was being changed (as it is again
           | now) by the application of new technology, so a lot of what I
           | was reading was only borderline applicable any more.
           | 
           | MBAs are weird. To qualify to do one you need to have years
           | of practical experience managing in actual business. But then
           | all of that knowledge and experience is disregarded, and
           | you're expected to defer to papers written by people who have
           | only ever worked in academia and have no practical experience
           | of what they're studying. I know this is the scientific
           | process, and I respect that. But how applicable is the
           | scientific process to management? Is there even a "science"
           | of management?
           | 
           | So, like all my colleagues, I jumped through the hoops set in
           | front of me as efficiently as possible in order to get the
           | qualification.
           | 
           | I'm not saying it was worthless. I did learn a lot. The class
           | discussions, hearing about other people's experiences,
           | talking about specific problems and situations, this was all
           | good solid learning. But the essays were not.
        
       | Animats wrote:
       | The author is teaching a skill an LLM can do well enough to pass
       | his exams. Is learning English composition in the literary sense
       | now worth what it costs to learn it at a university? That's a
       | very real question now.
        
         | Gud wrote:
         | What do you mean, "worth it"?
         | 
         | What is the alternative, we carry on without people skilled in
         | the English language?
        
         | doctorpangloss wrote:
         | Not sure this is the provocative question you think it is. Were
         | you educated in a university? Do you like being able to write
         | English well? Would you rather that neither be true about you?
        
       | nwlotz wrote:
       | I've found LLMs to often be a time-suck rather than supercharge
       | my own learning. A huge part of thinking is reconsidering your
       | initial assumptions when you start to struggle in research,
       | mathematical problem solving, programming, whatever it may be. AI
       | makes it really easy to go down a rabbit hole and spend hours
       | filling in details to a question or topic that wasn't quite right
       | to begin with.
       | 
       | Basically analog thinking is still critical, and schools need to
       | teach it. I have no issues with classrooms bringing back the blue
       | exam books and evaluating learning quality that way.
        
       | BrenBarn wrote:
       | > I think there is a good case to be made for trying to restrict
       | AI use among young people the way we try to restrict smoking,
       | alcohol, gambling, and sex.
       | 
       | I would go further than that, along two axes: it's not just AI
       | and it's not just young people.
       | 
       | An increasing proportion of our economy is following a drug
       | dealer playbook: give people a free intro, get them hooked, then
       | attach your siphon and begin extracting their money. The
       | subscription-model-ization of everything is an obvious example.
       | Another is the "blitzscaling" model of offering unsustainably low
       | prices to drive out competition and/or get people used to using
       | something that they would never use if they had to pay the true
       | cost. More generally, a lot of companies are more focused on
       | hiding costs (environmental, psychological, privacy, etc.) from
       | their customers than on actually improving their products.
       | 
       | Alcohol, gambling, and sex, are things that we more or less trust
       | adults to do sensibly and in moderation. Many people can handle
       | that, and there are modest guardrails in place even so (e.g.,
       | rules that prevent selling alcohol to drunk people, rules that
       | limit gambling to certain places). I would put many social media
       | and other tech offerings more in the category of dangerous
       | chemicals or prescription drugs or opiates (like the laudanum the
       | article mentions). This would restrict their use, yes, but the
       | more important part is to restrict their _production_ and set
       | high standards for the companies that engage in such businesses.
       | 
       | Basically, you shouldn't be able to show someone --- child or
       | adult --- an infinite scrolling video feed, or give them a GPT-
       | style chatbot, or offer free same-day shipping, without getting
       | some kind of permit. Those things are addictive and should be
       | regulated like drugs.
       | 
       | And the penalties for failing to do everything absolutely squeaky
       | clean should be ruinous. The article mentions one of Facebook's
       | AIs showing CSAM to kids. One misstep on something like that
       | should be the end of the company, with multi-year jail terms for
       | the executives and the venture capitalists who funded the
       | operation. Every wealthy person investing in these kinds of
       | things should live in constant fear that something will go wrong
       | and they will wind up penniless in prison.
        
       | enceladus06 wrote:
       | LLMs is is here to stay and will change learning for the better
       | (we will be full-scale disrupted 3-5yr from now in EDU), it is a
       | self-guided tutor like never before and 100% Amazing, except for
       | when it hallucinates.
       | 
       | I use it [Copilot / GPT / Khanmingo] all the time to figure out
       | new tools and prototype workflows, check code for errors, and
       | learn new stuff including those classes at universities which
       | cost way too much.
       | 
       | If universities feel threatened by AI cry me a river.
       | 
       | No professor or TA was *EVER* able to explain calculus and
       | differential equations to me, but Khanmingo and ChatGPT can. So
       | the educational establishment can deal with this.
        
         | edvardas wrote:
         | In your situation where LLMs can cover most material better
         | than the university, what benefits does the university still
         | provide you, if any?
        
         | xrtatee wrote:
         | Exactly. I can remember 2-3 teachers in my life that were good
         | but most were absolutely terrible.
         | 
         | I even remember taking a Philosophy of AI class in 1999,
         | something that should have been as interesting and intellectual
         | stimulating to any thinking student, and the professor managed
         | to clear the lecture hall from 300 to 50 before I stopped going
         | too with his constant self-aggrandizing bullshit.
         | 
         | I had a history teacher in high school that didn't try to hide
         | he was a teacher so he could travel in the summer and then made
         | a large part of the class about his former and upcoming
         | travels.
         | 
         | Most weren't this bad but they just sucked at explaining
         | concepts and ideas.
         | 
         | The whole education system should obviously be rebuilt from the
         | ground up but it will be decades before we bother with this.
         | Someone above mentioned the Roman's teaching wrestling to
         | students. We are those Romans and we are just going to keep
         | teaching wrestling. I learned to wrestle, my father learned to
         | wrestle so my kids are going to learn to wrestle because that
         | is what defines an educated person!
        
         | TrackerFF wrote:
         | Back in the day, when I first tried college, I simply could not
         | comprehend higher level math. We had one professor, and a
         | couple of TAs - but it was impenetrable for me. They just said
         | to me _Go to the library and try some different books "_, or _"
         | Try to find some students and discuss the topics"_. Tried that,
         | but to no avail.
         | 
         | I was a poor math student in HS, but I loved electronics, so
         | that's why I decided to pursue electrical engineering. Seeing
         | that I simply could not handle the math, I dropped out after
         | the first year, and started working as an electricians
         | apprentice.
         | 
         | Some years later YouTube had really taken off, and I decided to
         | check out some of the math tutors there. Found Khan Academy,
         | and over the course of a week, everything just fell into place.
         | I stared from the absolute beginning, and binged/worked myself
         | up to HS pre-calc math. His style of short-from teaching just
         | worked, and he's a phenomenal educator on top.
         | 
         | Spent the summer studying math, and enrolled college again in
         | the fall. Got A's and B's in all my engineering math classes.
         | If I ever got stuck, or couldn't grok something, I trawled
         | youtube for math vids / tutors until I found someone that could
         | explain it in a way I could understand.
         | 
         | These days I use LLMs in the way you do, and I sort of view it
         | as an extension of the the way I learned things before:
         | infinite number of tutors.
         | 
         | Of course, one problem is that one doesn't know what one
         | doesn't know. Is the model lying to you? Well, luckily there
         | are many different models, and you can compare to see what they
         | say.
        
       | sireat wrote:
       | In my programming, algorithms and data structures courses the
       | homework assignment completion has gone from roughly 50% before
       | LLMs to 99% this year.
       | 
       | Making assignments harder would be unfair to those few students
       | who would actually try to solve the problem without LLMs.
       | 
       | So what I do is require extensive comments and ahem - chain of
       | thought reasoning in the comments - especially the WHY part.
       | 
       | Then I require oral defense of the code.
       | 
       | Sadly this is unfeasible for some of the large classes of 200,
       | but works quite well when I have the luxury of teaching 20
       | students.
        
       | wiihack wrote:
       | As others have already mentioned, I believe that it's mainly the
       | curious and engaged students who will benefit greatly from AI.
       | And for those who cheat or use AI to deceive and end up failing a
       | written exam, well, maybe that's not such a bad thing after
       | all...
        
       | BrtByte wrote:
       | I'm curious to see how the paper-and-pen pivot goes. There's
       | something radical about going analog again in a world that's
       | hurtling toward frictionless everything
        
       | Sam6late wrote:
       | In Roman times, teaching focused on wrestling to prepare young
       | people for life. Now, in the AI age, what to teach, and why, have
       | once again become major questions, especially when AI can pass
       | the bar exams and a Ph.D. is no longer a significant achievement.
       | Critical thinking, and life experiences could be the target but
       | would they do it?
        
       | snickerbockers wrote:
       | I think we (as in, the whole species) need to reflect on what the
       | purpose of education is and what it should be, because in theory
       | there's no reason why anybody should pay for a college tuition
       | and then undermine their own mastery of the subject. Obviously
       | 90% of the student body sees it as a ticket to being taken
       | seriously by prospective employers and the other 10% definitely
       | does not deserve to be taken seriously because by prospective
       | employers because they can't even admit an uncomfortable truth
       | about themselves.
       | 
       | Anyways this isn't actually useful advice because no one person
       | can enact change on a societal scale but I do enjoy standing on
       | this soapbox and telling at people.
       | 
       | BTW academic success has never been a fair measure of anything,
       | standards and curriculum vary widely between institutions. I
       | spent four years STRUGGLING to get a 3.2 GPA in high school then
       | when I got to undergrad we had to take this "math placement exam"
       | that was just basic algebra and I only had difficulty with one or
       | two problems but I knew several kids with >= 4.0 GPA who had to
       | take remedial algebra because they failed.
       | 
       | But somehow there's always massive pushback against standardized
       | testing even when they let you take it over and over and over
       | again until you get the grade you wanted (SAT).
        
         | aerhardt wrote:
         | You mean the 10% who _really_ want to learn should give up and
         | embrace the degree mill merry-go-round game?
         | 
         | I'm as cynical as they come, but even that's a bit too much for
         | me.
        
           | snickerbockers wrote:
           | i was actually trying to accuse the 10% of lying to
           | themselves on a subconscious level, because the portion of
           | undergraduates who actually came there to learn and not just
           | because it's a roadblock in the way of gainful employment is
           | a rounding error.
           | 
           | More to the point, the universities need to realize they're
           | more like job certification centers and stop pretending their
           | students aren't just there to take tests and get certified.
           | Ideally they'd stop co-operating with employers that want to
           | use them as a filter for their hiring process instead but
           | even I'm not dumb enough to think that could ever happen,
           | they'd be cutting off a massive source of revenue and putting
           | themselves at a competitive disadvantage.
           | 
           | Like I said I don't actually have a viable solution to any of
           | this but as long we all lie to ourselves about education
           | being some noble institution that it clearly isn't (i mean
           | for undergrad and masters, it might actually still be that at
           | the phd level) then nobody will ever solve anything.
        
       | bugtodiffer wrote:
       | Maybe just stop giving homework and instead give the kids some
       | time to live. Fixed it for you.
        
         | ookdatnog wrote:
         | The author teaches a college-level writing class. Are you
         | suggesting that, if you voluntarily take a writing class, it's
         | unreasonable if the professor expects you to do some writing
         | outside of class?
        
       | sudoaptinstall wrote:
       | Let me just say that I always like these types of conversation on
       | here. Tech dorks and education are an interesting conversation.
       | I'll throw in my 2 cents as a HS CS teacher.
       | 
       | First off, I respect the author of the article for trying pen and
       | paper, but that's just not an option at a lot of places. The
       | learning management systems are often tied in through auto
       | grading with google classroom or something similar. Often you'll
       | need to create digital versions of everything to put in
       | management systems like Atlas. There's also school policy to
       | consider and that's a whole nother can of worms. All that aside
       | though.
       | 
       | The main thing that most people don't have in the forefront of
       | their mind in this conversation is the fact that most students
       | (or adults) don't want to learn. Most people don't want to
       | change. Most students will do anything and everything in their
       | power to avoid those two things. I've often thought about why,
       | maybe to truly learn you need to ignore your ego and accept that
       | there's something you don't know; maybe it's a biological thing
       | and humans are averse to spending calories on mental processes
       | that they don't see as a future benefit - who knows.
       | 
       | This problem runs core to all of modern education (and probably
       | has since the idea of mandatory mass education was called from
       | the pits of hell a few hundred years ago). LLMs have really just
       | brought us a society to a place where it can no longer be ignored
       | because students no longer have the need to do what they see as
       | busy work. Sadly, they don't inherently understand how writing
       | essays on oppressed children hiding in attics more than half a
       | century ago helps them in their modern tiktok filled lives.
       | 
       | The other issue is that, for example, in the schools I've worked
       | at, since the advent of LLMs, many teachers and most of the admin
       | all take this bright and cheery approach to LLMs. They say things
       | like, "The students need to be shown how to do it right," or
       | "help the students learn from ChatGPT." The fact that the vast
       | majority of students in high school just don't care escapes them.
       | They feel like it's on the teachers to wield and to help the
       | students wield this mighty new weapon in education. But in
       | reality, It's just the same war we've always had between predator
       | and prey (or guard and prisoner) but I fear in this one, only one
       | side will win. The students will learn how to use chat better and
       | the teachers will have nothing to defend against it, so they will
       | all throw up their hand as start using chat to grade thing.
       | Before you know it, the entire education system is just chat
       | grading work submitted by chat under the guise of, "oh but the
       | student turned it in so it's theirs."
       | 
       | The only thing LLMs have done, and more than likely ever do, in
       | education is to make it blatantly obvious that students are not
       | empty vessels yearning for a drink from the fountain of knowledge
       | that can only be provided to them by the high and mighty
       | educational institution. Those students do exist and they will
       | always find a way to learn. I also assume that many of us here
       | fall into that, but those of us that do are not the majority.
       | 
       | My students already complain about the garbage chat created
       | assignments their teachers are giving them. Entire chunks of my
       | current school are using chat to create tests, exams, curriculum,
       | emails and all other forms of "teacher work". Several teachers,
       | who are smart enough, are already using chat to grade thing. The
       | CEO of the school is pushing for every grade (1-12) having 2 AI
       | classes a week where they are taught how to "properly" use LLMs.
       | It's like watching a train wreck in slow motion.
       | 
       | The only way to maintain mandatory mass education is by accepting
       | no one cares, finding a way to remove LLMs from the mix, or
       | switch of Waldorf, homeschooling or some other better system than
       | mandatory mass education. The wealthy will be able to, the rest
       | will suffer.
        
       | yazantapuz wrote:
       | I teach on a small university. These are some of the measures we
       | take:
       | 
       | - Hand written midterms and exams.
       | 
       | - The students should explain how they designed and how they
       | coded their solutions to programming exercises (we have 15-20
       | students per class, with more students it become more difficult).
       | 
       | - Presentations of complex topics (after that the rest of the
       | students should comment something, ask some question, anything
       | related to the topic)
       | 
       | - Presentation of a handwritten one page hand written notes,
       | diagram, mindmap, etc., about the content discussed.
       | 
       | - Last minute changes to more elaborated programming labs that
       | should be resolved in-class (for example, "the client" changed
       | its mind about some requirement or asked a new feature).
       | 
       | The real problem is that it is a (lot) more work for the teachers
       | and not everyone is willing to "think outside of the box".
       | 
       | (edit: format)
        
         | squigz wrote:
         | I hope by 'handwritten' you don't literally mean pen and paper?
        
           | xtracto wrote:
           | Back when I was doing my BSc in Software Engineering, we had
           | a teacher who did her Data Structure and Algorithms exams
           | with pen and paper. On one of them, she basically wrote 4
           | coding problems (which would be solved in 4 short ~30 LOC).
           | 
           | We had to write the answer with pen and paper, writing the
           | whole program in C. And the teacher would score it by
           | transcribing the verbatim text in her computer, and if it had
           | one single error (missed semicolon) or didn't compile for
           | some reason, the whole thing was considered wrong (each
           | question was 25% of the exam score)
           | 
           | I remember I got 1 wrong (missed semicolon :( ) and got a 75%
           | (1-100 pointing system). It's crazy how we were able to do
           | that sort of thing in the old days.
           | 
           | We definitely exercised our attention to detail and
           | concentration muscles with that teacher.
        
             | squigz wrote:
             | Yeah, this is absurd. And if you have poor handwriting, the
             | chances of "syntax errors" goes up.
             | 
             | My above comment is getting downvoted, and it's honestly a
             | bit baffling. I'd be furious if I were paying tens of
             | thousands of dollars to receive a university-level
             | education in software engineering in 2025... and I had to
             | write programs with pen and paper. It is so far detached
             | from the reality of, not only the industry, but the
             | practice itself, so as to be utterly absurd.
        
               | pacoWebConsult wrote:
               | I graduated in 2018 from a university where writing exams
               | by hand was standard practice. We weren't punished if
               | syntax wasn't correct character-by-character, only if the
               | ideas we were attempting to convey in the message were
               | fundamentally incorrect.
               | 
               | I have incredibly terrible handwriting and recall of
               | specific syntax was difficult, but I wasn't punished
               | terribly for either of those faults.
               | 
               | Already in 2018, almost everyone was cheating on typed
               | assignments, "helping" each other with homeworks, and a
               | significant portion of kids were abusing stimulants to
               | get by. Exams were typically 70-80% of your grade. Now,
               | when I speak with current students at that university and
               | as I observed first-hand in 2020, when they went remote
               | and generally relaxed standards and processes, how the
               | quality of the instruction and the quality of the
               | resulting "educated" students has fallen off the face of
               | a cliff.
               | 
               | I'd be furious if I were paying tens of thousands of
               | dollars to receive a university-level education in
               | software engineering in 2025 and I had no educator
               | willing to put their foot down and stop myself and my
               | peers from faking the fact that we know anything
               | indicating that we deserve the degree. What's a degree
               | worth when nobody is willing to do the work required and
               | lay down the tough love necessary to actually educate
               | you?
        
               | xandrius wrote:
               | The professor is not actually compiling your code, the
               | idea is to know whether you can pseudo code a solution,
               | of course.
        
               | yazantapuz wrote:
               | No, you don't write code by hand. Maybe pseudo-code,
               | analize some given code or you have to specify the
               | general architecture for a system. But in other courses,
               | for example operating systems, networks, distributed
               | systems you have to answer questions like "when udp is
               | the right choice over tcp?", "what kind of problems are
               | associated with pagination?", "what are vector clocks?",
               | etc., using pen and paper.
        
           | yazantapuz wrote:
           | Yes, pen and paper.
        
           | TallonRain wrote:
           | Yes, pen and paper. The approach is to pseudocode the
           | solution, minor syntax errors aren't punished (and indeed are
           | generally expected anyway). The point is to simply show that
           | you understand and can work through the concepts involved,
           | it's not being literally compiled.
           | 
           | Writing a small algorithm with pen & paper on programming
           | exams in universities of all sizes was still common when I
           | was in uni in the 2010s and there's no reason to drop that
           | practice now.
        
       | motohagiography wrote:
       | if I were teaching english today, i would ask students to write
       | essays taking the positions that an AI is not allowed to.
       | steelman something appalling. stand up in class and debate like
       | your life or grade depends on it and fail anyone who doesn't, and
       | if that excludes people, maybe they don't belong in a university.
       | 
       | in everything young people actually like, they train, spar,
       | practice, compete, jam, scrimmage, solve, build, etc. the
       | pedagogy needs to adapt and reframing it in these terms will
       | help. calling it homework is the source of a flawed mental model
       | that problematizes the work instead of incentivising it, and now
       | that people have a tool to solve the problem, they're applying
       | their intelligence to the problem.
       | 
       | arguably there's no there there for the assignments either,
       | especially for a required english credit. the institution itself
       | is a transaction that gets them a ticket to an administrative
       | job. what's the homework assignment going to get them they value?
       | well roundedness, polish, acculturation, insight, sensitivity,
       | taste? these are not valuable or differentiating to kids in elite
       | institutions who know they are competing globally for jobs that
       | are 95% concrete political maneuvering, and most of them
       | (especially in stem) probably think the class signifiers that
       | english classes yield are essentially corrupt anyway.
       | 
       | maybe it's schadenfreude and an old class chip on my part, but
       | what are they going to do, engage in the discourse and become
       | public intellectuals? argue about rimbaud and voltaire over
       | coffee, cigarettes and jazz? Some of them have higher follower
       | counts than there were readers of the novels or articles being
       | taught in their classes. More people read their tweets every day
       | than have ever read a book by Chiang. AI isn't the problem, it's
       | a forcing function and a solution. Instructors should reflect on
       | what their institutions have really become.
        
       | ghusto wrote:
       | I've always though that the education system was broken and next
       | to worthless. I've never felt that teachers ever tried to _teach_
       | me anything, certainly not how to think. In fact I saw most
       | attempts at thought squashed because they didn't fit neatly into
       | the syllabus (and so couldn't be graded).
       | 
       | The fact that AI can do your homework should tell you how much
       | your homework is worth. Teaching and learning are collaborative
       | exercises.
        
         | jmmcd wrote:
         | > The fact that AI can do your homework should tell you how
         | much your homework is worth.
         | 
         | A lot of people who say this kind of thing have, frankly, a
         | very shallow view of what homework is. A lot of homework can be
         | easily done by AI, or by a calculator, or by Wikipedia, or by
         | looking up the textbook. That doesn't invalidate it as homework
         | at all. We're trying to scaffold skills in your brain. It also
         | didn't invalidate it as _assessment_ in the past, because (eg)
         | small kids don 't have calculators, and (eg) kids who learn to
         | look up the textbook are learning multiple skills in addition
         | to the knowledge they're looking up. But things have changed
         | now.
        
           | camjw wrote:
           | Completely agree - I always thought the framing of
           | "exercises" is the right one, the point is that your brain
           | grows by doing. It's been possible for a long time to e.g.
           | google a similar algebra problem and find a very relevant
           | math stackexchange post, doesn't mean the exercises were
           | useless.
           | 
           | "The fact that forklift truck can lift over 500kg should tell
           | you how worthwhile it is for me to go to a gym and lift
           | 100kg." - complete non-sequitur.
        
           | seb1204 wrote:
           | Yep, making time to sit down to do homework, forming an
           | understanding of planning the doing part, forming good habits
           | of doing them, knowing how to look up stuff, in a book index
           | or on Wikipedia or by searching or asking AI. The expectation
           | is still that some kind of text output needs to be found and
           | then read, digested.
        
           | criddell wrote:
           | > A lot of homework can be easily done by AI
           | 
           | Then maybe the homework assignment has been poorly chosen. I
           | like how the article's author has decided to focus on the
           | process and not the product and I think that's probably a
           | good move.
           | 
           | I remember one of my kids' math teachers talked about wanting
           | to switch to in inverted classroom. The kids would be asked
           | to read a some part of their textbook as homework and then
           | they would work through exercise sheets in class. To me, that
           | seemed like a better way to teach math.
           | 
           | > But things have changed now.
           | 
           | Yep. Students are using AIs to do their homework and teachers
           | are using AIs to grade.
        
         | Cthulhu_ wrote:
         | Homework isn't about doing the homework, it's teaching you to
         | learn and evidence that you have and can learn. Yeah you can
         | have an AI do it just as much as you can have someone else do
         | it, but that doesn't teach you anything and if you earn the
         | paper at the end of it, it's effectively worthless.
         | 
         | Unis should adjust their testing practices so that their paper
         | (and their name) doesn't become worthless. If AI becomes a
         | skill, it should be tested, graded, and certified accordingly.
         | That is, separate the computer science degree from the AI
         | Assisted computer science degree.
        
         | mrweasel wrote:
         | > The fact that AI can do your homework should tell you how
         | much your homework is worth.
         | 
         | Homework is there to help you practise these things and have
         | help you progress, find the areas where you're in need of help
         | and more practise. It is collaborative, it's you, your fellow
         | students and your teachers/professors.
         | 
         | I'm sorry that you had bad teachers, or had needs that wasn't
         | being meet by the education system. That is something that
         | should be addressed. I just don't think it's reasonable to
         | completely dismiss a system that works for the majority. Being
         | mad at the education system isn't really a good reason for say
         | "AI/computers can do all these things, so why bother practising
         | them?"
         | 
         | Schools should learn kids to think, but if the kids can't read
         | or reasonably do basic math, then expecting them to have
         | independent critical thinking seems a way of. I don't know
         | about you, but one of the clear lessons in "problem math" in
         | schools was to learn to reason about numbers and result, e.g.
         | is it reasonable that a bridge span 43,000km? If not, you
         | probably did something wrong in your calculations.
        
           | Aurornis wrote:
           | These conversations are always eye-opening for the number of
           | people who don't understand homework. You're exactly right
           | that it's practice. The test is the test (obviously) and the
           | homework is practice with a feedback loop (the grade).
           | 
           | Giving people credit for homework helps because it gives
           | students a chance to earn points outside of high pressure
           | test times and it also encourages people to do the homework.
           | A lot of people need the latter.
           | 
           | My friends who teach university classes have experimented
           | with grading structures where homework is optional and only
           | exam scores count. Inevitably, a lot of the class fails the
           | exams because they didn't do any practice on their own. They
           | come begging for opportunities to make it up. So then they
           | circle back to making the homework required and graded as a
           | way to get the students to practice.
           | 
           | ChatGPT short circuits this once again. Students ChatGPT
           | their homework then fail the first exam. This time there is
           | little to do, other than let those students learn the
           | consequences of their actions.
        
             | kamaal wrote:
             | >>You're exactly right that it's practice.
             | 
             | Thinking is a incremental process, you make small changes
             | to things, verify if they are logically consistent and work
             | from there.
             | 
             | What is to practice here? If you know something is true,
             | practicing the mechanical aspects of it is text book
             | definition of rote learning.
             | 
             | This whole thing reads like the academic system thinks
             | making new science(Math, Physics etc) is for special
             | geniuses and the remainder has to be happy watching the
             | whole thing like some one demonstrating a 'sleight of hand'
             | of hand trick.
             | 
             | Teach people how to discover new truths. Thats the point of
             | thinking.
        
               | wrs wrote:
               | >Thinking is a incremental process, you make small
               | changes to things, verify if they are logically
               | consistent and work from there. >What is to practice
               | here?
               | 
               | You just described the homework for a college-level math
               | class (which will consist largely of proofs). That's what
               | you're practicing.
               | 
               | Also, it's 2025, if you want to discover new truths in
               | math and science you're going to need quite a lot of
               | background material. We know a heck of a lot of old
               | truths that you need to learn first.
        
         | aerhardt wrote:
         | Current AI can ace math and programming psets at elite
         | institutions, and yet prior to GPT not only did I learn loads
         | from the homework, I often thoroughly enjoyed it too. I don't
         | see how you can make that logical leap.
        
           | vonneumannstan wrote:
           | Its a problem of incentives. For many courses the psets make
           | up a large chunk of your grade. Grades determine your
           | suitability for graduate school, internships, jobs, etc. So
           | if your final goal is one of those then you are highly
           | incentivized to get high grades, not necessarily to learn the
           | material.
        
         | tgv wrote:
         | > The fact that AI can do your homework should tell you how
         | much
         | 
         | you still have to learn. The goal of learning is not to do a
         | job. It's to enrich you, broaden your mind, and it takes work
         | on your part.
         | 
         | In similar reasoning, you could argue that you can take a car
         | to go anywhere, or let everything be delivered on your
         | doorstep, so why should I my child learn to walk?
        
           | thomastjeffery wrote:
           | Let me rephrase their point, then:
           | 
           | The fact that AI can replace the work that you are measured
           | on should tell you something about the measurement itself.
           | 
           | The goal of learning _should be_ to enrich the learner.
           | Instead, the goal of learning is to pass measure. Success has
           | been quietly replaced with victory. Now LLMs are here to call
           | that bluff.
        
             | tgv wrote:
             | And learning does do that. It is an economic compromise,
             | though. Most of us have average (or worse) teachers. I have
             | the feeling that that's what your arguing against, not
             | learning per se.
             | 
             | > LLMs are here to call that bluff
             | 
             | Students have been copying from e.g. encyclopedias for as
             | long as anyone can remember. That doesn't mean that an
             | encyclopedia removes the need to learn. Even rote
             | memorization has its use. But it's difficult to make school
             | click for everybody.
        
         | thomastjeffery wrote:
         | > Teaching and learning are collaborative exercises.
         | 
         | That's precisely where we went wrong. Capitalism has redefined
         | our entire education system as a competition; just like it does
         | with everything else. The goal is not success, it's victory.
        
       | keiferski wrote:
       | The best class I took in college was a 3-hour long 5-person
       | discussion group on Metaphysics. It's a shame that college costs
       | continue to rise, because I still don't think anything beats
       | small class sizes and active participation.
       | 
       | Ironically I _have_ used ChatGPT in similar ways to have
       | discussions, but it still isn't quite the same thing as having
       | real people to bounce ideas off of.
        
       | goodluckchuck wrote:
       | 1
        
       | intended wrote:
       | I am kinda shocked that the thing which would be shared on HN,
       | unironically, is an essay of the attraction to the idea of the
       | butlerian Jihad. Interesting times.
        
       | lisenKaci wrote:
       | Maybe switching it up could work. What if learning happened at
       | home with the use of AI and "homework" happened in class under
       | supervision?
        
         | Traubenfuchs wrote:
         | https://en.m.wikipedia.org/wiki/Flipped_classroom
         | 
         | I wrote my master thesis about that.
         | 
         | It's an old idea.
        
       | ranger207 wrote:
       | There's a few comments here about how AI will revolutionize
       | learning because it's personalized or lets users explore or
       | whatever. That's fundamentally missing the point. College
       | students who are using AI aren't using it to learn better,
       | they're using it to learn _less_. The point of writing an essay
       | isn't the essay itself, it's the process of writing the essay:
       | research, organization, writing, etc. The point of doing math
       | problems isn't to get the answer, it's to _do the work_ to find
       | the answer. If you let AI do that, you're not learning better,
       | you're learning worse.
       | 
       | Now, granted, AI can help with things students are passionate
       | about. If you want to do gamedev you might be able to get an AI
       | to walk you through making a game in Unity or Godot. But
       | societally we've decided that school should be about instilling a
       | wide variety of base knowledge that students may not care about:
       | history, writing, calculus. The idea is that you don't know what
       | you're going to need in your life, and it's best to have a broad
       | foundation so that if you run into something that needs it you'll
       | at least know where to start. 99% of the time developing CRUD
       | apps you're not going to need to know that retrieving an item
       | from an array is O(n), but when some sales manager goes in and
       | adds 2 million items to the storefront and now loading a page
       | takes 12 seconds and you can't remove all that junk because it's
       | for an important sales meeting 30 minutes from now, it's helpful
       | to know that you might be able to replace it with a hashmap
       | that's O(1) instead. AI's fine for learning things you want to
       | learn, but you _need_ to learn more than just what you _want_ to
       | learn. If you passed your Data Structures and Algorithms class by
       | copy/pasting all the homework questions into ChatGPT, are you
       | going to remember what big-O notation even means in 5 years?
        
         | tschumacher wrote:
         | I'm kind of happy that I did my maths courses just about before
         | LLMs did become available. The math homework was the only thing
         | in my CS studies where I sat sometimes 6+ hours on the weekly
         | exercises and I always allocated one day for them. I sometimes
         | felt really tempted to look stuff up and also rarely found an
         | answer on Metroid Mathplanet forums. But it's really hard to
         | Google math exercises and if the teachers are motivated enough
         | to write new slightly altered questions each year they are
         | practically impossible to Google. With LLMs I'm sure that I
         | would have looked up a lot more. In the end getting 90% of the
         | points and really struggling for it was rewarding and taught me
         | a lot - although I'll probably never need these skills.
        
       | agrippanux wrote:
       | I use AI to help my high-school age son with his AP Lang class.
       | Crucially, I cleared _all_ of this with his teacher beforehand.
       | The deal was that he would do all his own work, but he 'd be able
       | to use AI the help him edit it.
       | 
       | What we do is he first completes an essay by himself, then we put
       | it into a Claude chat window, along with the grading rubric and
       | supporting documents. We instruct Claude to not change his
       | structure or tone but edit for repetitive sentences, word count,
       | correct grammar, spelling, and make sure his thesis is sound and
       | pulled throughout the piece. He then takes that output and
       | compares it against his original essay paragraph-by-paragraph,
       | and he looks to see what changes were made and why, and
       | crucially, if he thinks its _better_ than what he originally had.
       | 
       | This process is repeated until he arrives at an essay that he's
       | happy with. He spends more time doing things this way than he did
       | when he just rattled off essays and tried to edit on his own. As
       | a result, he's become a much better writer, and it's helped him
       | in his other classes as well. He took the AP test a few weeks ago
       | and I think he's going to pass.
        
       | joering2 wrote:
       | The AI tools should be helping more than hurting. But take my
       | example: I am in 3 year long litigation with soon to be ex-wife,
       | she recently fired her attorneys and for 2 weeks used chatGPT to
       | write very well worded, very strong and very logically appealing
       | motions practically almost destroying my attorney on multiple
       | occasions and he had to work overtime costing me extra $80,000 in
       | litigation costs. And finally once we got in front of the judge,
       | the ex could not combine two logical sentences together. The
       | paper can defend itself on its face but it also turned out that
       | not a single citation she cited had anything to do with the case
       | at hand, which chatGPT is known for in legal circles. She admit
       | using the tool and only got a verbal reprimand. The judge told
       | majority of that "work" was legal and she cannot stop her from
       | exercising her first amendment right, be it written by AI she had
       | to form questions, edit responses, etc. And I wasn't able to
       | recover a single dime since on its face her motions did make
       | sense, although judge denied majority of her ridiculous
       | pleadings.
       | 
       | Its really frightening! Its like handling over the smartest brain
       | possible to someone who is dumb, but also giving them very simple
       | GUI that they actually can operate and ask good enough
       | questions/prompts to get smart answers. Once the public at large
       | figure this one out, I can only imagine courts being flooded with
       | all kinds of absurd pleadings. Being the judge in the near future
       | will most likely be the least wanted job.
        
       | plantwallshoe wrote:
       | I'm enrolled in an undergraduate CS program as an experienced (10
       | year) dev. I find AI incredibly useful as a tutor.
       | 
       | I usually ask it to grade my homework for me before I turn it in.
       | I usually find I didn't really understand some topic and the AI
       | highlights this and helps set my understanding straight. Without
       | it I would have just continued on with an incorrect understanding
       | of the topic for 2-3 weeks while I wait for the assignment to be
       | graded. As an adult with a job and a family this is incredibly
       | helpful as I do homework at 10pm and all the office hours slots
       | are in the middle of my workday.
       | 
       | I do admit though it is tough figuring out the right amount to
       | struggle on my own before I hit the AI help button. Thankfully I
       | have enough experience and maturity to understand that the
       | struggle is the most important part and I try my best to embrace
       | it. Myself at 18 would definitely not have been using AI
       | responsibly.
        
         | danielhep wrote:
         | I'm wondering how the undergrad CS course is as an experienced
         | dev and why you decided to do that? I have been a software
         | developer for 5 years with an EE degree, and as I do more
         | software engineering and less EE I feel like I am missing some
         | CS concepts that my colleagues have. Is this your situation too
         | or did you have another reason? And why not a masters?
        
           | mathgeek wrote:
           | > And why not a masters?
           | 
           | Not GP, but in my experience most MSC programs will require
           | that you have substantial undergrad CS coursework in order to
           | be accepted. There are a few programs designed for those
           | without that background.
        
             | glial wrote:
             | Shout out to the fantastic Georgia Tech online masters
             | program in CS:
             | 
             | https://pe.gatech.edu/degrees/computer-science
             | 
             | (not affiliated, just a fan)
        
           | plantwallshoe wrote:
           | A mix of feeling I'm "missing" some CS concepts and just
           | general intellectual curiosity.
           | 
           | I am planning on doing a masters but I need some undergrad CS
           | credits to be a qualified candidate. I don't think I'm going
           | to do the whole undergrad.
           | 
           | Overall my experience has been positive. I've really enjoyed
           | Discrete Math and coming to understand how I've been using
           | set theory without really understanding it for years. I'm
           | really looking forward to my classes on assembly/computer
           | architecture, operating systems, and networks. They did make
           | me take CS 101-102 as prereqs which was a total waste of time
           | and money, but I think those are the only two mandatory
           | classes with no value to me.
        
             | aryamaan wrote:
             | as I am also thinking mildly about doing masters cause I
             | want to break into ai research, I am curious what your
             | motivations are, if you would be open to share those.
        
         | davidcbc wrote:
         | When I was in college if AI was available I would have abused
         | it way too much and been much worse off for it.
         | 
         | This is my biggest concert about GenAI in our field. As an
         | experienced dev I've been around the block enough times to have
         | a good feel of how things should be done and can catch when and
         | LLM goes off on a tangent that is a complete rabbit hole, but
         | if this had been available 20 years ago I would have never
         | learned and become an experienced dev because I absolutely
         | would have over relied on an LLM. I worry that 10 years from
         | now getting mid career dev will be like trying to get a COBOL
         | dev now, except COBOL is a lot easier to learn.
        
         | giraffe_lady wrote:
         | I have a friend who is self-medicating untreated adhd with
         | street amphetamines and he talks about it similarly. I can't
         | say with any certainty that either of you is doing anything
         | wrong or even dangerous. But I do think you both are
         | overconfident in your assessment of the risks.
        
       | perdomon wrote:
       | It's honestly encouraging to see an educator thinking about
       | solutions instead of wagging a finger at LLMs and technology and
       | this new generation. Homework in its current form cannot exist
       | AND be beneficial for the students -- educators need to evolve
       | with the technology to work alongside it. The Google Docs idea
       | was smart, but the return to pen and paper in the classroom is
       | great. Good typists will hate it at first, but transcribing ideas
       | more slowly and semi-permanently has its benefits.
        
       | acc_297 wrote:
       | One of the last courses I took during my CS degree we had one on
       | one 10 minute zoom calls with TAs who would ask a series of
       | random detailed questions about any line of code in any file of
       | our term project. It was easy to complete if you wrote the code
       | by hand and I imagine would have been difficult for students who
       | extensively cheated.
       | 
       | In terms of creative writing I think we need to accept that any
       | proper assessment will require a short essay to be written in
       | person. Especially at the high school level there's no reason why
       | a 12th grade student should be passing english class if they
       | can't write something half-decent in 90 minutes. And it doesn't
       | need to be pen and paper - I'm sure there are ways to lock a
       | chromebook into some kind of notepad software that lacks writing
       | assistance.
       | 
       | Education should not be thought of as solely a pathway to
       | employment it's about making sure people are competent enough to
       | interface with most of society and to participate in our broader
       | culture. It's literally an exercise in enlightenment - we want
       | students to have original insights about history, culture,
       | science, and art. It is crucial to produce people who are
       | pleasant to be around and who are interesting to talk to -
       | otherwise what's the point?
        
       | rwyinuse wrote:
       | I think AI is the perfect final ingredient to ruin the higher
       | education system, which is already in ruins (at least over here
       | in Finland).
       | 
       | Even before AI, our governments have long wanted more grads to
       | make statistics look good and to suppress wages, but don't want
       | to pay for it. So what you get are more students, lower quality
       | of education, lower standards to make students graduate faster.
       | Thanks to AI, now students don't have to really meet even those
       | low standards to pass the courses. What is left is just a huge
       | waste of young people's time and tax payer's money.
       | 
       | There are very few degrees I'm going to recommend to my children.
       | Most just don't provide good value for one's time anymore.
        
         | boringg wrote:
         | What you then say is a good value for ones time instead?
        
       | danhodgins wrote:
       | Fight fire with fire.
       | 
       | Use AI to determine potential essay topics that are as close to
       | 'AI-proof' as possible.
       | 
       | Here is an example prompt:
       | 
       | "Describe examples of possible high school essay topics where
       | students cannot use AI engines such as perplexity or ChatGPT to
       | help complete the assignment. In other words - AI-proof topics,
       | assignments or projects"
        
       | dsign wrote:
       | Caveat, I'm just armchair-commenting and I haven't thought much
       | about this.
       | 
       | After kids learn to read and do arithmetic, shouldn't we go back
       | to apprenticeships? The system of standardized teaching and
       | grading seems to be about to collapse, and what's the point of
       | memorizing things when you can carry all that knowledge in your
       | pocket? And, anyway, it doesn't stick until you have to use it
       | for something. Plus, a teacher seems to be insufficient to
       | control all the students in a classroom (but that's nothing new;
       | it amazes me that I was able to learn anything at all in
       | elementary school, with all the mayhem there always was in the
       | classroom).
       | 
       | Okay, I can already see a lot of downsides to this, starting with
       | the fact that I would be an illiterate farmer if some in my
       | family had had a say in my education. But maybe the aggregate
       | outcome would be better than what is coming?
        
       | randcraw wrote:
       | A good start for this debate would be to reconsider the term
       | "AI", perhaps choosing a term that's more intuitive, like
       | "automation" or "robot assistant". It's obvious that learning to
       | automate a task is no way to learn how to do it yourself. Nor is
       | asking a robot to do it for you.
       | 
       | Students need to understand that learning to write requires the
       | mastery of multiple distinct cognitive and organizational skills,
       | only the last of which is to generate text that doesn't sound
       | stupid.
       | 
       | Each of writing's component tasks must be understood and
       | explicitly addressed by the student, to wit: (1) choosing a topic
       | to argue, and the component points to make a narrative, (2)
       | outlining the research questions needed to answer each point, and
       | finally, (3) choosing ONLY the relevant points that are necessary
       | AND sufficient to the argument AND based on referenced facts, and
       | that ONLY THEN can be threaded into a coherent logical narrative
       | exposition that makes the intended argument and that leads to the
       | desired conclusion.
       | 
       | Only then has the student actually mastered the craft of writing
       | an essay. If they are not held responsible for implementing each
       | and every one of these steps in the final product, they have NOT
       | learned how to write. Their robot did. That essay is a FAIL
       | because the robot has earned the grade; not they. They just came
       | along for the ride, like ballast in a sailing ship.
        
       ___________________________________________________________________
       (page generated 2025-05-27 23:01 UTC)