A high schooler writes about AI tools in the classroom
235 comments
·September 4, 2025djoldman
Unfortunately, this kind of story will continue to be a popular one in newspapers and magazines, garnering lots of clicks. It feeds into the "everything is different now" sort of desperate helplessness people seem primed to adopt with respect to AI sometimes.
Obviously the answer to testing and grading is to do it in the classroom. If a computer is required, it can't connect to the internet.
Caught with a cellphone, you fail the test. Caught twice you fail the class.
The non-story beatings will continue until morale and common sense improve.
AppleBananaPie
I'm surprised the answer of doing all exercises (including essay writing) in class is apparently not obvious.
High school me was a moron and should not be trusted to do the real work and people who know better should force him to practice the skills lol
Once he's grown and has a job he will one day realize and be thankful for the teachers that forced him to do the work.
Obviously not true for all students but I don't think it harms anyone inverting it but please point out if I'm wrong!
mrheosuper
> High school me was a moron and should not be trusted to do the real work and people who know better should force him to practice the skills lol
I knew some people doing great at high school due to being forced to study. Then they taste the "freedom" in college and fail hard because no one tells them what to do now.
SoftTalker
Some assignments are bigger than can be done in one class period. And class time is for lecture; there isn't a lot of time for students to work problems on their own.
So we're just dealing with what (some) students have always done: get someone else to write the report or do the math homework. Or have parents pay a tutor to help. Or use Cliff's Notes instead of reading the book. But now it's trivially easy and free. There are no obstacles to cheating other than knowing it's wrong and self-defeating, and those are things that young people don't really have a well-developed sense about.
kmote00
What about this idea: flip the script. Students must learn the subject OUTside of class: teacher provides video lectures for those that want to use them, but any source is open game -- YouTube, AI, you name it.
Then class time is reserved exclusively for doing the assignments. No phones or computers allowed.
skybrian
Some people promote a “flipped classroom” where you’re supposed to watch video lectures on your own and classroom time is used to discuss them.
trenchpilgrim
> Caught with a cellphone, you fail the test. Caught twice you fail the class.
One of my coworker's has their kids in a school where if you are caught with a cellphone, on the first offense you are suspended. Apparently it's working well.
foobarian
It's all fun and games until it's a public school that implements the mandatory schooling law and so can't really kick out students unless they murder someone.
jedberg
That's why states are implementing no-cell-phone laws. To give the educators cover for harsh consequences. They are basically making using a cell phone in school the same as assaulting someone, so that they can remove the student for repeat offenses.
ethbr1
If substantially changing school device and testing policies is required by new technology, doesn't that mean everything is different now?
chrisco255
As far as I can remember phones were not allowed in class and testing was generally done on paper. College was a lot more lax about this stuff than K-12 was. But colleges could and should proctor their exams more strictly.
ethbr1
No phones in class, at scale and enforced, feels like a last 5 years thing in K-12. And the trend was very much towards increased digital testing, pre-LLM.
This is pivoting back to paper-based, but it's going to be as messy and slow of a transition as the no-mobile-device one was.
Especially given how much money there is in "AI".
And hamfistedly-handed, will likely leave another generation fucked over with regards to basic education (like the predatory social+mobile adoption before regulation did previously).
defen
Agreed. What we're actually witnessing is the end of mass-produced education.
b-karl
Completely agree. I think this was kind of solved going to university where most of the math courses did not allow calculators and similar tools or books present and the tests were designed to not require these and instead focused on theory and concepts. I think isolating test environments is one thing and then you can in addition have classes or assignments where AI and other tools are available and acceptable to use.
phoenixhaber
I see your blue book exam and number two pencil and I reraise you a micro earbud smart glasses and wifi connection.
libraryofbabel
Raise you a Faraday Cage.
kingstnap
Cheat on the test by bringing the answers memorized and ready to use in your brain!
godelski
Are you suggesting kids spend longer times in school or suggesting kids spend less time on education?
thedevilslawyer
Neither? it's quite clear they're suggesting improving assessments. This will lead to upstream learning not being gamed.
Dylan16807
If testing is taking up so much time it can't fit inside schools then my god definitely have them spend less time on education.
In high school, with so many hours of classes per day, homework should be a small part of the day. There's enough time to get the important parts into the actual classroom. If homework is a very large amount of time, then there should be less homework.
ofjcihen
I’m not sure where the OP said that. Can you show us?
unsungNovelty
> The technology has also led students to focus on external results at the expense of internal growth.
But this has already been the case. We have all been running behind numbers for so long. Nobody gives a damn about actually learning.
I started learning after I got my first job. Started focusimg on literature, arts and languages a lot more after I started working. AI only amplifies this to the next level.
There are certain aspects like disciplinary and on time scenarios which I can agree with. But the education system has not been about education since for a long time. Sure, premium institutions had something going on. But maybe that is what will be takenover by AI as well?
gabriel666smith
Someone I know (not SWIM, it actually wasn't me) did a little bit of work for a high-school-level tutoring company. The company got all their leads from TikTok. They did numbers on TikTok.
The company was tutoring English Literature as one of its subjects.
They were generating English Literature exam problems - for their users - using the ChatGPT web UI.
They would upload the marking spec, and say: "Give me an excerpt from something that might be on this syllabus, and an appropriate question about it".
Naturally, their users - the high school students - were getting, often, hallucinated excerpts from hallucinated works by existing authors.
I think the kids will be fine - it'll be their world, at some point, and that world will look a lot different to now. Maybe that's too optimistic!
I would hope, in that world, LLM literacy amongst adults has increased.
Because I feel really, really bad for all the kids who are beating themselves up about getting badly marked by ChatGPT (I assume) on an imaginary excerpt of an imaginary Wordsworth poem by their functionally imaginary tutor.
It makes me laugh, and reminds me of one of my favourite jokes, about the inflatable boy who - being of a rebellious nature - takes a safety pin to the inflatable school. Chaos ensues. Afterwards, the inflatable boy's inflatable teacher says:
"You've let me down; you've let the school down, but worst of all, you've let yourself down."
I guess I'm suspicious of the linked article. Call me full of hot air, but is it actually a safety pin? Or is it just designed to look really good on an application for an inflatable college?
zdragnar
I recently found out that my nephew's school had no take-home homework before high school, instead having kids complete assignments during class time. At first, I was flabbergasted that they would deny kids the discipline building of managing unstructured time without direct supervision. Homework- at home- seemed like such a fundamental part of the schooling experience.
Now, I'm thinking that was pretty much they only way they could think of to ensure kids were doing things themselves.
I know it was a rough transition for my nephew, though, and I don't know that I would have handled it very well either. I'm not sure what would be a better option, though, given how much of a disservice such easy access to a mental crutch is.
csa
> I recently found out that my nephew's school had no take-home homework before high school, instead having kids complete assignments during class time. At first, I was flabbergasted that they would deny kids the discipline building of managing unstructured time without direct supervision.
Good!
If they want to give kids the chance to develop the skill of managing unstructured time, that could easily be fit into the school day/week in a variety of ways.
In most K-12 schools, there is a lot of time in the day that is used incredibly ineffeciently.
For my personal experience, college was a time management joke after high school, mainly because I didn’t have to spend so much bullshit/wasted time in classes.
> Homework- at home- seemed like such a fundamental part of the schooling experience.
That’s a very privileged stance to take (I usually don’t play the “privilege card”, but it’s appropriate here).
For many/most students, the home is not particularly conducive for doing homework a variety of reasons.
Maybe not for the median HN contributor, many not for the median middle class person in the US, but these groups are not the majority of students.
tripletpeaks
> For my personal experience, college was a time management joke after high school, mainly because I didn’t have to spend so much bullshit/wasted time in classes.
Same here. Junior high and high school especially were the least-flexible, strictest environments I’ve ever been in, including in work life. People (teachers, relatives) telling me things like “this is the best part of your life” and “they have to be tough on you because the real world is so much harder still”—luckily I got a job early in high school and started to get the sense they might all be wildly wrong about that, then went to college and instead of being harder, it was like a fuckin’ vacation. So much more flexible, humane, and chill.
And yeah, 8 hours at school and 2+ hours of homework every night… in hindsight, I have to not think about it too hard or I’ll get angry. I could have learned more putting in literally 1/4 the time, and not been constantly stressed out to a degree I wouldn’t realize until later was extremely unhealthy.
Not just a huge waste of time, but caused harm it took me more than a decade to mostly get over. And I wasn’t even seriously bullied or anything! I was even somewhat popular!
hn_acc1
My kids (CA high school) were incredibly stressed with a heavy workload that seemed mostly pointless and specifically, teachers who didn't care and students who didn't care as a result and used AI and cheated whenever possible. Both opted out of high school after 2 years (GED-equivalent test, to junior college for 2 years). They were and are getting basically straight A/A+s. Older one just finished 2 years of JC with 2 associates degrees and 4 certificates, and transferred to state school for 2 years to finish BA.
My experience was wildly different. I was what was generally considered a middle-of-the-road high school in a good-to-great school district in Canada (the highest-performing one next to the university was a whole different level). I rarely had much homework other than writing a few essays - which I often printed on my dot-matrix printer (yes, this was in the 80s). I studied half an hour for my highest-level senior chem final and aced it. Maybe studied 1-2 hours for calc, etc. Computer labs were some of the best times - hacking Basic on PETs.
Got to university (computer engineering, just slightly below electrical engineering) and it was brutal. Dropped 25% from high school to 1A semester. Had no study habits, "just wing it" had worked just fine to this point - if anything, it had worked too well. Of course, basically everyone in my class of 80 had the same story: graduated #1 overall in their high school (just like me). Some had way better habits / discipline. We had one student who came back to school 10 years after trying to make it as a studio musician. I once asked him point blank: so, do you do 5 hours of homework a night (because he ALWAYS knew the answer, etc) - he looked at me straightfaced and said "I try to do 6". Eventually, I managed to graduate in the top 1/3 of my class, stay on to get an MASc and have had a ~30 year career in software, so I'm reasonably happy. But I've had a hard time identifying with my kids' experience - high school was a blast for me and super easy. University was not. It's the other way around for them.
glitchc
> For many/most students, the home is not particularly conducive for doing homework a variety of reasons.
I think this speaks to the parents and the type of home environment that they create. This is one of the major sources of disagreement between the right and the left, where the former (sometimes strongly) feel the parents bear responsibility for the type of environment their kids grow up in while the latter (equally strongly) feel that they can't really help themselves due to external factors (abuse, addiction, sickness, etc.).
jonathanlb
> external factors (abuse, addiction, sickness, etc.).
Beside factors that body's performance, also consider factors that impact well-meaning parent or caregivers' _presence_ in the home, such economic realities, e.g., parents working multiple jobs, parents with challenging schedules, single parents, lack of community support (e.g., availability of a supportive neighbors or families.)
Spooky23
That’s the polite way they state it. The under the line philosophy comes from some reading of pre-determinism.
People who are guided by this see the negative fate of a child as a measure of the parent’s rejection of god’s grace. That’s why you have the weird commitment to pro-life principles, but nearly complete disdain once a child leaves the womb.
People find ways to twist things to fit their self interest.
monknomo
I think the lefty one is more accurately that the children cannot help what kind of home their parents provide.
Maybe their parents have a responsibility to do better, but if the parents are not delivering on their responsibility, should the children bear the consequence?
serf
Doesn't it swing both ways?
You view it as time wasted, another might view it as time socializing and self organizing -- primary school is there to teach people first and foremost how to integrate into society and be 'normal' citizens -- if we hyper-optimize it for academics something will be lost.
underlipton
My straight-As appeared and disappeared within a school year each of the time my family spent renting out an acquaintance's 4,000 square foot custom-built house. My bedroom had large, built-in desks (one for each occupant and a third for the computer) and a big window that looked out over the street. Light, fresh air, (relative) privacy, space. Every other house, I was doing work at the kitchen table or on the floor. It makes a huge difference.
After we had to move on from there, you'd have thought that moving away from the distraction of a neighborhood full of classmates whose houses I could bike to on a whim (homework done or not) would be helpful, but it turns out that replacing physical afterschool hangouts with AIM chats and early social media was not exactly conducive to the physical and social well-being that supports youth academics.
Yes, having these things straight is a massive privilege. And, even during the worst times, at least I was safe. I think a lot of Americans are clueless. Or, they prefer their kids competing against peers who are at a huge disadvantage. (One guess where the rampant prevalence of imposter syndrome comes from.)
StefanBatory
My uni performance would always drop whenever my parents would fight at home.
You aren't doing your homework when you're trying to not have a panic attack from shouting.
flappyeagle
I don’t think the time in school will miraculously become more efficient bc of no homework.
Your second point… so what
bee_rider
> Now, I'm thinking that was pretty much they only way they could think of to ensure kids were doing things themselves.
IMO getting too worried about this sort of homework “cheating” feels like the wrong way of looking at it. Although, there are lots of processes that accept and reinforce this wrong viewpoint.
For k-12, getting the parent and the student to sit down outside of school and “cheat” by having the parent teach the kid is… victory! You’ve reinforced the idea that learning can happen outside schools.
For college, having students get together and “cheat” by doing their homework together is… victory! You’ve gotten the students to network with their peers. That’s… like, the main value proposition of a university, to some.
The problem is when undue grade weight is put on these processes. It is a hard balance to strike, because you need to offer enough grade to incentivize the stuff, but not enough that it feels unfair to those who go individually.
As far as LLMs go, it offers an alternative to learning to collaborate with other humans. That’s bad, but the fix should be to figure out how to get the students to get back to collaborating with humans.
Aurornis
> For college, having students get together and “cheat” by doing their homework together is… victory! You’ve gotten the students to network with their peers. That’s… like, the main value proposition of a university, to some.
This is a far too charitable interpretation of the problem. Students who cheat in these circumstances aren’t working together with their peers or LLMs to understand the subject matter.
They’re using the LLM to bypass the learning part completely. Homework problem gets pasted into ChatGPT. Answer is copied and pasted out.
This is analogous to a student who copies a peer’s homework answers without trying to understand them.
This isn’t “learning to collaborate” or networking. It’s cheating.
In practice, it catches up to students at test time. This is the primary problem for my friend who teaches a couple classes at a local community college: Students will turn in LLM work for the assignments and then be completely blindsided when they have to come in and take a test, as if they’ve never seen the material before.
One time he assigned a short essay on a topic they discussed with a generic name. A large number of the submissions were about a completely unrelated thing that shared the generic name. It would not be possible for anyone to accidentally make this mistake if they were actually parsing the LLM output before turning it in. They just see it as an easy button to press to pass the course, until it catches up with them later and they’re too far behind to catch up to people who have been learning as they go.
pavel_lishin
> For k-12, getting the parent and the student to sit down outside of school and “cheat” by having the parent teach the kid is… victory! You’ve reinforced the idea that learning can happen outside schools.
I don't think they were trying to prevent parents from working with children; I think they were trying to prevent parents doing the homework for children, or the kids farming it out to someone else online, or getting someone else to do it for them, period.
Same with college; it wasn't exactly networking when someone I knew paid someone to do their homework for them.
underlipton
>Same with college; it wasn't exactly networking when someone I knew paid someone to do their homework for them.
Right, that's delegating.
xboxnolifes
Reverse classrooms (take home lectures/readings with in-class exercises) aren't that new of a concept. The idea is that instead of valuable classroom time being spent on a teacher spending most of the class time lecturing, they can spend more time working with students on hands-on work.
I personally had some teachers apply this 10 or so years ago, and I assume the idea existed prior to them. Though, I'm not sure exactly what age range this would work best with.
hrunt
This is not what's happening in these schools. Many children have no outside-of-school work -- at all. My two children have had many classes with no homework up through 8th grade. And this is in a highly regarded, very competitive school district.
From what I can tell, this is mostly a parent-led thing, well supported by overworked teachers who are more than willing to avoid even more work grading out-of-school assignments.
latchkey
> overworked teachers who are more than willing to avoid even more work grading out-of-school assignments.
This seems like where we'd take advantage of AI to grade the assignments. AI could take the first pass and then the teachers can proof it, cutting down the overall time spent.
HDThoreaun
The problem with this strategy is that tons of kids just wont do the reading which derails the entire class period.
Anonyneko
I wish this had been a more common practice back when I was in school ~25 years ago. In my country (and former USSR places in general), it was very common for parents to do much of the homework for the children, as there was a lot of it and sometimes too hard for many of the kids to handle (at other times, parents wanted the kids to have better grades so they could brag about it).
I don't think I've ever seen a school essay back then that wasn't obviously written by a parent, i.e. the ye olde times version of "chatgpt write this for me". I'm of course no exception, even when I wasn't lazy my writers-by-trade folks heavily edited anything I had written as they would have found it shameful for me to present something in school wasn't "well-written".
jackstraw42
> I don't think I've ever seen a school essay back then that wasn't obviously written by a parent, i.e. the ye olde times version of "chatgpt write this for me"
man. this didn't really exist in my midwest USA public education in the 90s/00s, I felt like I had to work hard for all of my grades and the teachers were actively trying to derail me from my goals. there was never a sense of, this work is an example of "good enough".
it wasn't until college that I had teachers who weren't so adversarial and actually seemed to care about teaching.
cryptonector
In-class, in person, oral examinations is the other way. Call on each student, have them come up to the front of the class, and answer one or more questions. For some topics this could take several class periods.
nunez
There seems to be two schools od thought on this from what I've learned from my wife's experiences.
One school has been abdicating homework for more in-classroom practice, as homework adds more grading and scheduling load on the teacher for little overall benefit. The core idea behind this is that motivated students will always practice at home, even if they aren't explicitly asked to. Unmotivated students --- usually the majority in a typical classroom --- won't or will do a poor job of it.
Another school of thought is the "flipped" classroom. This approach doubles-down on homework by having teachers prepare a pre-recorded lesson for students to watch while they're home and using the classroom as a space for practice and retention. This increases the student's accountability for their own learning while decreasing the teacher's workload over time if they are teaching the same material for a long time (very high initially, of course).
serf
>I recently found out that my nephew's school had no take-home homework before high school, instead having kids complete assignments during class time
I would have failed high school if attendance/classwork mattered at the time. I skated by with test scores and homework -- I was too busy chasing sex and drugs during the social hours of adult-age-day-care public schooling.
I tell people that I didn't learn a damn thing until I hit a university, and I mean it. The "all classwork" policy would have ruined me -- hopefully they'd have had the mercy to kick my ass out on my 7th year of high school..
greenspam
Imagine back in the days when calculators were just invented. An 8 year old kid might have the similar complain: “my classmate finished a 4 digits number multiplication problem in 5 seconds which generally took 1mins.” People might say, in the long term, the kid who cheated would be less proficient in arithmetic, which turned out to be true. But when you think about it, it seems not the end of the world when most high schooler in US cannot do complicated arithmetic quickly and accurately without a calculator.
Terr_
The two situations are not analogous.
The kind of task is not the same. With a calculator, you are delegating a very specific, bounded, and well-defined task. Being unable to approximate non-integer square roots by hand isn't the same as not knowing what square roots mean or when they are applicable. However with LLMs, people are often (trying to) delegate their executive-function and planning.
Another way to tell that the tasks are qualitatively different is to look at what levels/kinds of errors users will tolerate. A company selling calculators that gave subtly but undeniably-wrong answers 5% of the time would rightfully go bankrupt.
If you want to compare LLMs to something of yesteryear, it's closer to hiring someone to do the work for you: That's always been considered cheating, regardless of how cheaply the accomplice works or how badly they screw up.
ipython
Even today though you’re still taught arithmetic without a calculator. My kids have spelling words even though we have spell check.
Why? Because otherwise they’d have no idea if the answer provided to them is “correct”. As the saying goes, garbage in garbage out. You type the wrong numbers into the calculator ? How would you know the answer is also wrong unless you knew “about” what the answer should be?
makeitdouble
To my knowledge, even before HP-48 level calculators came in the classroom nobody cared about arithmetic past middle school. The core of the teaching was proofs and a lot more theory, and that went on into CS for me.
I'd compare it to the ability to write and run basic assembly. We did it, and got checked on it, but that was not what we were there for.
dehrmann
At the same time, I remember most of high school math barely needing calculators outside chemistry and physics.
Look at some of the SAT math questions:
https://satsuite.collegeboard.org/media/pdf/digital-sat-samp...
The questions are all designed to have a tidy, closed-form answer. A calculator is either marginally helpful or outright cheating.
kace91
Arithmetic beyond the basics is mostly mechanical work with little gain to be had, unlike the described exercises.
The problem is that we’re letting kids go to the gym with a forklift, and we need them fit by the time they join adult life.
Dzugaru
I have a feeling this is somehow different. The tool is broad enough, that I don't have to think myself in a wide variety of tasks, not just one. Which hurts my intelligence way more.
AIorNot
I’m an AI engineer but I think schools need a nuclear option
Banish tech in schools (including cell phones) (except during comp classes) but allow it at home
Ie in high school only allow paper and pencil/pen
Go back to written exams (handwriting based)
Be lenient on spelling and grammer
Allow homework, digital tutoring AI assistants and AI only when it not primary- ie for homework not in class work
Bring back oral exams (in a limited way)
Encourage study groups in school but don’t allow digital tech in those groups in class or libraries only outside of campus or in computer labs
Give up iPads and Chromebooks and Pearson etc
Anonyneko
Back in the day we were writing code on paper (or on punched cards, using them as a paper substitute, as there were a lot of them left over from the Soviet times and they looked very "computer-y"), so even during computer classes you didn't necessarily need a computer. Not that I really think that it can still work in the year 2025 and beyond...
babblingdweeb
I was just talking to younger coworkers about this recently. Mid-90s to early 2000s: FORTRAN, COBOL, C, and C++ classes all had handwritten code parts for homework, handouts, exams, etc. This wasn't just pseudocode, you had to have full syntax, variable declarations, correct spelling of functions, etc. You frequently had to show code optimization, debugging, etc even on paper. Wild times!!
* All of those classes also had lab time (some dedicated, similar to a chemistry class), info on how to get the IDE if you had $ access to a computer at home, and alternatives as well.
Personally, I see more value in pseudo code (written or typed) and sketch type diagrams (analog or digital) than handwriting code. However, it was WILD and amazing to watch the gray-hairs of those days debug your code on paper!
fma
My exams had both per question. Pseudo code then actual code.
This was early 2000s, Java.
dham
There's another side of this. The teachers have gotten used to technology, too. They don't want to grade papers by hand anymore.
Balgair
My SO was a TA in college, so I can echo this.
You'd get a stack of 120 blue books to grade in a week's time a few times a quarter.
The grading was entirely just checking if the student used a set of key words and had a certain length. This was a near universal method across the University for blue book exams.
Honestly, an LLM would be a better grader than most stressed out grad students.
Everyone has been phoning it in for a few centuries now
AIorNot
No issues to me in using LLM for suggestive grading assuming we have some evidence on its grading rubric and paper trail to audit for appeals to human review - ie human teacher is responsible not LLM
teachrdan
> They don't want to grade papers by hand anymore.
This is only half correct. Grading by hand isn't an issue. Reading students' handwriting is the issue. Having to read the hurried scribbling of dozens of students is a huge challenge for teachers, who were already struggling grading typed papers on a deadline.
aDyslecticCrow
I struggled alot with hand writing assignments and the greatest boost in my grade and academic ability was getting my own laptop in highschool because of the writing.
So i really do not wish to see that backtracked. But i could see the internet being declared too destructive.
A computer without internet, a book, and ample time would have worked for me.
wnc3141
The best format I ever learned math was with plain sheets of printer paper, essentially a page per problem letting me doodle the problem and really think it through freely. After working with the concepts we then logged on to Mathematica for visualizations to really cement the concepts.
aDyslecticCrow
Maths is probably the safest subject. Reading compression and writing is the dangerous stuff. Its arguably the most important subject in regular school, 2nd only to socialisation skills.
kazinator
There was a time when governments, banks, corporations and institutions had big iron computers, and they were not in the classroom. That time was okay; education happened, and some people who went into computing did very cool things anyway.
jay_kyburz
Or just give them laptops that are on an internal network only, with just the tools they need.
You could write your essay and save it in your classroom shared folder. I don't think this is rocket science.
aDyslecticCrow
This i could see work. Either white-list specific online resources or just full on local digital library of pdfs.
Phones still pose a problem. But asking for things on a phone and typing it back to a computer would be rather inefficient cheating.
simonklitj
Ban phones in the classroom. Thems were the rules for me in high school - phones went in our locker.
HDThoreaun
> Bring back oral exams
With 30 kids in a class Im not sure this is possible. Oral exams scale horribly
dghlsakjg
Bring back smaller classroom sizes.
makeitdouble
Double education budget.
Most western countries I follow are cutting on public education and teachers are miserable. It doesn't sound promising to be honest.
HelloMcFly
Bring back functional school funding models.
thomasingalls
Doesn't France still do oral exams?
makeitdouble
They do, but teachers are on the street every year as their conditions degrade. It might not last for long.
simonklitj
As does Denmark.
Animats
Makes you realize how fast this has happened. This is a "get off my lawn" article by a high school senior.
It's part of the job of education to instill some common culture. (Which common culture varies, but not all that much outside political topics.) For students, questions about that culture are new issues. LLMs have digested a huge amount of existing material on it. LLMs are thus really good at things students are graded upon.
This gives students the impression that LLMs are very smart. Which probably says more about educational practice than LLMs. The big problem is not cheating. It's that the areas schools cover are ones where LLMs are really good.
There's no easy fix for this.
afdbcreid
But schools teach basic things (mostly). Basic things will have a lot of information about. Therefore, LLMs will always be good at things taught in schools. I don't think that's something we can change, children need to learn basic things.
justaguitarist
I'm a sysadmin for a public school district and the admins are working on rolling out Gemini for students/staff. I've shared all the studies I can find about cognitive decline associated with LLM use, but it seems like it's falling on deaf ears.
EvanAnderson
I do contract network admin work for a K-12 school district and I'm hearing the same thing from the in-house sysadmin about his administration staff. The District superintendent is very enthusiastic about getting LLM tools into the hands of the students and teachers. The in-house sysadmin and I are both horrified at what we're enabling.
Jimmc414
Do you think you are helping K-12 students by withholding exposure to an AI world they will soon be expected to be competitive in?
Jimmc414
Could you link some of the more compelling studies you've found? I've only found one major empirical study directly examining cognitive decline from LLM use and there are substantial methodology problems. I've elaborated on the specifics here if you are interested: https://news.ycombinator.com/item?id=45118819
nunez
Not surprising if this is in a state that wants to push vouchers.
kmacleod
As a district, aren't you also able to work with Google to enable research and educate modes in addition to the "give me the answer" modes?
justaguitarist
I believe that's what they are doing. I was removed from the committee after sharing the studies I found so I'm just pushing the buttons they tell me to push at this point.
alphazard
The lesson here is adapt or die. The things they thought were important or difficult or impressive are no longer any of those things. Regurgitating information on a test or generating prose from the notes you took in class are tasks which are easy to stereotype, and now readily automated.
Rather than framing this as destroying education, it should be interpreted as proof that these tasks were always shallow. AI is still much worse than humans at important things, why not focus on those things instead?
The school systems are clearly not keeping up. Any kid who isn't doing project oriented creative work, aided by an LLM as needed, is not preparing for the the world they will likely inherit.
Loughla
I have to present to a group of pissed off college faculty tomorrow. They're pissed because we ended our contract with the AI checking software.
We ended it because it checks not for AI but for professional writing, good grammar and spelling, and professional non-conversational word choice. WHICH ARE THE THINGS WE'RE TEACHING THESE STUDENTS IN OUR CLASSES.
I have to look at a room of mostly out of touch faculty and tell them to be better at their jobs. I have to tell them that they simply cannot do what they've done for the last 30 years (which is only being forced because of AI, but should've been a thing the entire time). I have to, in five minutes, explain pedagogy and modern instructional design.
And I have no idea what to say that won't make this situation worse.
I'm thinking of leading with an explanation of what adaptation and evolution are as concepts. That should go well. I'm pretty excited.
alphazard
Were I in your shoes, I would make a point of explaining what "style transfer" is. It was one of the first things LLMs were really good at. e.g. "Write a rap battle between Shakespeare and Plato".
Academic prose is just style transfer. Academia filters pretty heavily for humans that can do this particular kind of style transfer well. Everyone on the college faculty will be 2 standard deviations of good at writing academic prose. That skill is no longer valuable. It is now a cheap commodity measured in flops.
The silver lining is that the content of one's writing is now paramount because the field has been leveled as far as style is concerned.
bo1024
There's a lot more to adapting than that. "Project-oriented creative work" builds on foundational skills. Basic knowledge, logic, numeracy, etc. That stuff all needs to be developed in the brain before you can use it to do interesting and valuable creative work. A lot of that stuff gets developed by hard work training on exercises that, yep, AI already knows how to do.
Pocket calculators have been available for 50+ years. Would you hire an engineer who couldn't instantly multiply 8 times 7? What about one who couldn't tell you the difference between linear growth and exponential growth? These are examples of skills that need to be learned, even if they're available externally, so that technical and creative work can build on them.
rich_sasha
It's weird. All of our attributes which we hold and value, and develop via a mix of genes and training - intelligence, but also strength, stamina, reflexes - we acquired, if you strip it all off to basics, to feed and to procreate. That's all evolution cares about.
Now, we are social animals, and we grew to value these thing for their own right. Societies valued strength and bravery, as virtues, but I guess ultimately because having brave strong soldiers made for more food and babies.
So over time, we tamed beasts and built tools, and most of these virtues kind of faded away. In our world of prosperity and machine power on tap, strength and bravery are not really extolled so much anymore. We work out because it makes us healthy and attractive, not because our societies demand this. We're happy to replace the hard work with a prosthetic.
Intelligence all these millenia was the outlier. The thing separating us from the animals. It was so inconceivable that it might be replaced that it is very deeply ingrained in us.
But if suddenly we don't need it? Or at least 95% of the population doesn't? Is it "ok" to lose it, like engineers of today don't rely on strength like blacksmiths used to? Maybe. Maybe it's ok that in 100 years we will all let our brains rot, occasionally doing a crossword as a work out. It feels sad, but maybe only in the way decline of swordsmanship felt to a Napoleonic veteran. The world moved on and we don't care anymore.
We lost so many skills that were once so key: the average person can't farm, can't forage, can't start a fire or ride a horse. And maybe it's ok. Or, who knows, maybe not.
syphia
I think that humans can find new frontiers to struggle on and develop mental faculties for, even if the prior frontiers are solved.
"Problem-solving" might be dead, but people today seem more skilled in categorizing and comparing things than those in the past (even if they are not particularly good at it yet). Given the quantity and diversity of information and culture that exists, it's necessary. New developments in AI reinforce this with expert-curated data sets.
gyomu
It’s okay only if you’re okay deferring all power and agency to people who control the production and distribution of the tools.
rich_sasha
Do you feel particularly anxious that you delegated your walking stamina or horsemanship to car manufacturers?
gyomu
I feel very grateful that I live in a country where the social contract between the government and its constituents has guaranteed extensive, affordable public transit and biking infrastructure for everyone.
I do feel quite sorry for people living in countries where that is not the case, often due to extensive lobbying from car manufacturers — and as a result are subservient to the severe constraints of car ownership.
Having lived in such an area earlier in my life, my quality of life was absolutely worse off for it, and having to bike on roads only suited to motor vehicles in the southern US summer heat to go grocery shopping or go to school did induce anxiety, yes.
BlueTemplar
Plenty of people do not work out today.
Soldiers do still go through physical training, and this seems to be a closer metaphor than swordsmanship.
Quite scary in its implications for the future.
rented_mule
An older analog is calculators. My college intro to stats course didn't allow them. We did simple arithmetic by hand and looked up things like roots and logs in tables. I still have my copy of this: https://www.amazon.com/dp/0849306922
I just tutored my nephew through his college intro to stats course. Not only are calculators allowed, but they had a course web app so that all they did was select a dataset, select columns from those datasets, and enter some parameters. They were expected to be able to pick the right technique in the app, select the right things, and interpret the results. Because of the time savings, they covered far more techniques than we did in my day because they weren't spending so much time doing arithmetic.
Despite lots of cries about "who will know how to make calculators?", this transition to calculators (and computers) being allowed was unavoidable because that's how these subjects would be applied later on in students' careers. The same is true of AI, so students need to learn to use it effectively (e.g., not blindly accepting AI answers as truth). It will be difficult for the teachers to make their lesson plans deeper, but I think that's where we're headed.
Another lesson we can draw from the adoption of calculators is that not all kids could afford calculators, so schools sometimes needed to provide them. Schools might need to provide access to AI as well. Maybe you are required to use the school's version and it logs every student's usage as the modern version of "show your work"? And it could intentionally spit out bad answers occasionally to test that students are examining the output. There's a lot to figure out, but we can find inspiration in past transitions.
add-sub-mul-div
What the surface level take about calculators misses is that the average person can't do arithmetic in their head because they don't need to, but they also don't pull out a calculator in the many times a day it would be useful, like at the grocery store. People make horrible decisions with everyday home economics math and are taken advantage of.
The lesson isn't that we survived calculators, it's that they did dull us, and our general thinking and creativity are about to get likewise dulled. Which is much scarier.
GianFabien
Actually the experience with calculators portends a dismal future.
Before calculators, i.e. slide rules, log tables, hand arithmetic: by the time engineers completed their university education most could approximate relevant parameters in their work to +/- 5% or the actual value. Slide rules would give you a result to 3 (rarely 4) significant decimals, but you needed to know the expected result to within half an order of magnitude.
After calculators, many graduate engineers will accept erroneous results from their calculations without noticing orders of magnitude discrepencies.
We constantly hear of spreadsheet errors making their way into critical projects.
With AI the risk is that even currently levels of critical thinking will be eroded.
dghlsakjg
I agree completely.
The amount of college educated people that do not now how to calculate a tip in their head is terrifying.
I can understand not being able to get 17.5% down to the penny. But 10%, 15% or 20% can be calculated in your head faster than I can get my phone out. This level of math is pretty basic.
Its also worth saying that I was never described as a "math person". The number of people that will blindly accept what the calculator tells them is too fucking high.
I have already noticed far too many people using chatGPT as a source. I have a tax attorney friend who got in an argument with an agent at the CRA (Canada Revenue) over whether her interpretation of a rule was correct or whether the chatGPT interpretation was correct. Mind you, she works as a prosecuting attorney so it wasn't adversarial, it was just her saying, "sorry, I'm the legal expert, this interpretation is incorrect, and we will lose if we use this interpretation".
merelysounds
> We constantly hear of spreadsheet errors making their way into critical projects.
Are there any examples, i.e. spreadsheet mistakes in engineering projects that wouldn’t have happened if a slide rule was used? This sounds interesting.
I only know about spreadsheet errors in general, e.g. gene symbols being converted to dates[1]. Unless you meant that?
SJMG
Totally agree. The pessimist in me says that part of this is unavoidable. Our tools specialize so that we can direct our limited resources elsewhere, as a consequence of delegating those particular abilities atrophy in us.
Not being able to organize information, create a synthesis, or express yourself in less-likely-than-a-LLM terms is going to have detrimental effects. I think not only will it lead to insane, horse-blinder level, hyper specialization, but it will flatten entire segments of the human experience.
carabiner
If we had stayed with slide rules, we'd probably be on mars and beyond by now. Household fusion reactors too.
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nunez
I can definitely vouch for this based on stories from my wife stories (teacher at a private school), her friends (fellow teachers), and my experience working at coworking spaces and coffee shops. [^1]
LLMs can be amazing [^0] as an assistive technology, but using them as a "do it for me" button is just way too easy, so that's how they are de facto used.
I believe it will take about 5-10 years for us to fully comprehend how damaging unplanned remote classrooms and unchecked LLM use in the classroom was. Like heroin, it will be extremely hard to undo our dependence on them by that point. I'm pretty scared for how our students will fare on the global scale in the coming years.
[^0] I strongly believe that 60% of the value of LLMs can be realized by learning how to use a search engine properly. Probably more. Nonetheless, I've fully embraced my accidentally-acquired curmudgeon identity and know that I'm in the minority about this.
[^1] You won't believe how many people leave their laptops unlocked and their screen's contents visible for everyone to see. Committing identity theft has to be easier than ever these days. This basic infosec principle seems to be something we've lost since the great WFH migration.
https://archive.is/twynO