Across the world schools are wedging AI between students and their learning materials; in some countries greater than half of all schools have already adopted it (often an “edu” version of a model like ChatGPT, Gemini, etc), usually in the name of preparing kids for the future, despite the fact that no consensus exists around what preparing them for the future actually means when referring to AI.
Some educators have said that they believe AI is not that different from previous cutting edge technologies (like the personal computer and the smartphone), and that we need to push the “robots in front of the kids so they can learn to dance with them” (paraphrasing a quote from Harvard professor Houman Harouni). This framing ignores the obvious fact that AI is by far, the most disruptive technology we have yet developed. Any technology that has experts and developers alike (including Sam Altman a couple years ago) warning of the need for serious regulation to avoid potentially catastrophic consequences isn’t something we should probably take lightly. In very important ways, AI isn’t comparable to technologies that came before it.
The kind of reasoning we’re hearing from those educators in favor of AI adoption in schools doesn’t seem to have very solid arguments for rushing to include it broadly in virtually all classrooms rather than offering something like optional college courses in AI education for those interested. It also doesn’t sound like the sort of academic reasoning and rigorous vetting many of us would have expected of the institutions tasked with the important responsibility of educating our kids.
ChatGPT was released roughly three years ago. Anyone who uses AI generally recognizes that its actual usefulness is highly subjective. And as much as it might feel like it’s been around for a long time, three years is hardly enough time to have a firm grasp on what something that complex actually means for society or education. It’s really a stretch to say it’s had enough time to establish its value as an educational tool, even if we had come up with clear and consistent standards for its use, which we haven’t. We’re still scrambling and debating about how we should be using it in general. We’re still in the AI wild west, untamed and largely lawless.
The bottom line is that the benefits of AI to education are anything but proven at this point. The same can be said of the vague notion that every classroom must have it right now to prevent children from falling behind. Falling behind how, exactly? What assumptions are being made here? Are they founded on solid, factual evidence or merely speculation?
The benefits to Big Tech companies like OpenAI and Google, however, seem fairly obvious. They get their products into the hands of customers while they’re young, potentially cultivating their brands and products into them early. They get a wealth of highly valuable data on them. They get to maybe experiment on them, like they have previously been caught doing. They reinforce the corporate narratives behind AI — that it should be everywhere, a part of everything we do.
While some may want to assume that these companies are doing this as some sort of public service, looking at the track record of these corporations reveals a more consistent pattern of actions which are obviously focused on considerations like market share, commodification, and bottom line.
Meanwhile, there are documented problems educators are contending with in their classrooms as many children seem to be performing worse and learning less.
The way people (of all ages) often use AI has often been shown to lead to a tendency to “offload” thinking onto it — which doesn’t seem far from the opposite of learning. Even before AI, test scores and other measures of student performance have been plummeting. This seems like a terrible time to risk making our children guinea pigs in some broad experiment with poorly defined goals and unregulated and unproven technologies which may actually be more of an impediment to learning than an aid in their current form.
This approach has the potential to leave children even less prepared to deal with the unique and accelerating challenges our world is presenting us with, which will require the same critical thinking skills which are currently being eroded (in adults and children alike) by the very technologies being pushed as learning tools.
This is one of the many crazy situations happening right now that terrify me when I try to imagine the world we might actually be creating for ourselves and future generations, particularly given personal experiences and what I’ve heard from others. One quick look at the state of society today will tell you that even we adults are becoming increasingly unable to determine what’s real anymore, in large part thanks to the way in which our technologies are influencing our thinking. Our attention spans are shrinking, our ability to think critically is deteriorating along with our creativity.
I am personally not against AI, I sometimes use open source models and I believe that there is a place for it if done correctly and responsibly. We are not regulating it even remotely adequately. Instead, we’re hastily shoving it into every classroom, refrigerator, toaster, and pair of socks, in the name of making it all smart, as we ourselves grow ever dumber and less sane in response. Anyone else here worried that we might end up digitally lobotomizing our kids?
Finking hurt me brain :{
Children don’t yet have the maturity, the self control, or the technical knowledge required to actually use AI to learn.
You need to know how to search the web the regular way, how to phrase questions so the AI explains things rather than just give you the solution. You also need the self restraint to only use it to teach you, never do things for you ; and the patience to think about the problem yourself, only then search the regular web, and only then ask the AI to clarify the few things you still don’t get.
Many adults are already letting the chatbots de-skill them, I do not trust children would do any better.
I wonder if this might not be exactly the correct approach to teach them, though. When there’s actually someone to tell them “sorry that AI answer is bullshit”, so they can learn how to use it as a ressource rather than an answer provider. Adults fail at it, but they also don’t have a teacher (and kids aren’t stupid, just inexperienced).
This may be unpopular opinion but in my class today, even the teacher was using ai… to prepare the entire lecture. Now i believe that learning material shoult be prepared by the teacher not some ai. Honestly i see everybody using ai today to make the learning material and then the students use ai to solve assigments. The way its heading the world everybody will just kinda “represent” an ai, not even think for themselves. Like sure use ai to find information quickly or something but dont depend on it entirely.
Can’t even type out a coherent, properly punctuated comment.
As a teacher in a school that has been quite aggressively pushing AI down our curriculum, I have to close an eye in regard to it when it comes to a simple factor of education as a work environment: bureaucracy. Gemini has so far been a lifesaver in checking the accuracy of forms, producing standardized and highly-readable versions of tests and texts, assessment grids and all of the menial shit that is required for us to produce (and which detracts a substantial amount of time from the core of the job, which would be working with the kids).
They let AI into the curriculum immediately, while actual life skills have been excluded for the benefit of work skills since Prussian schooling became popular. Dumbing down the livestock.
https://www.quora.com/What-are-some-things-schools-should-teach-but-dont/answer/Harri-K-Hiltunen
Idk, comment section is like generated thread of people who are like “well maybe it’s beggining of digital age and smart management of people”. The fuck you took today, it’s made to exploit everything and everyone, not to make your life better lmao
Schools generally buy anything microsoft offers with the little budget they have.
This time it’s messed up tho. Allowing chatbots in schools will hurt education more than the entire pandemic and the effects only gets worse each year.
Why did any school higher ups pay to implement these? There is a small hint of “Screw you, I got mine” is the only explanation I can think of.
The very same people, who called me stupid for thinking typing will be a more important skill that “pretty writing” now think art education is obsolete, because you can just ask a machine for an image.
AI stands for “anti-intellectualism”.
It seems writing things by hand is better for memorization, and it certainly feels more personal and versatile in presentation.
I write lots of things by hand. Having physical papers is helpful, I find, to see lots of things at once, reorganise, etc. I also like being able to highlight, draw on things, structure documents non-linearly…
I’m a computer scientist, so I do value typing immensely too. But I find it too constraining for many reasoning tasks, especially for learning or creativity.
Handwriting’s still important. “Pretty” usually means legible, too, and the point of art education is not to be able to confidently produce pictures.
I suppose it would matter if i wrote anything down by hand in the last ten years
never left a note for someone in that time? a few quick thoughts before you forget? a list, some date, when a device is out of reach/battery/service?
One of Big Tech’s pitches about AI is the “great equalizer” idea. It reminds me of their pitch about social media being the “great democratizer”. Now we’ve got algorithms, disinformation, deepfakes, and people telling machines to think for them and potentially also their kids.
It becomes more apparent to me everyday, we might be headed towards a society, dynamically managed by digital systems; a “smart society”, or rather a Society-as-a-Service. This seems to be the logical conclusion, if you continue the line of “smart buildings” being part of “smart cities”. With use of IoT sensors and unified digital platforms, data is continuously being gathered on the population, to be analyzed, and its extractions stored indefinitely (in pseudonymized form) by the many data centers, currently being constructed. This data is then used to dynamically adapt the system, to replace the “inefficient” democratic process and public services as a whole. Of course the open-source (too optimistic?) model used, is free of any bias; however nobody has access to the resources required to verify the claim. But given big-tech, historically never having shown any signs of tyranny, a utopian outcome can safely be assumed… Or I might simply just be a nut, with a brain making nonsensical connections, which have no basis in reality.
Nope, this is exactly how surveillance capitalism works
So Brave New World, only way stupider. No thanks.
Already seeing this in some junior devs.
Recently had to lay someone off because they just weren’t producing the work that needed to be done. Even the simplest of tasks.
I would be like we need to remove/delete these things. That’s it. It took some time because you had to just do some comparison and research, but it was a super difficult task for them.
I would then give them something more technical, like write this script and it was mostly ok, but much better work than the simple tasks I would give.
Then I would get AI slop and I would ask WTF are you thinking here. Why are you doing this? They couldn’t give a good answer because they didn’t actually do the work. They would just have LLMs do all their work for them and if it requires them to do any sort of thinking, they would fail miserably.
Even in simple PR reviews, I would leave at least 10 comments just going back and forth. Got to the point where it was just easier if I would have done it myself. I tried to mentor them and guide them along, but it just wasn’t getting through to them.
I don’t mind the use of LLMs, but use it as a tool, not a crutch. You should be able to produce the thing you are giving the llm to produce for you.
Same. My guy couldnt authenticate a user against a password hash, even after i gave him the source code. Its like copying homework - you just shoot yourself in the foot for later.
Meanwhile Junior Devs: “Why will no one hire me?!?!”
There is a funny two-way filtering going on in here.
Job applications are auto-rejected unless they go over how “AI will reshape the future and I am so excited” as if it’s linkedin.
Then the engineers that do the interviews want people interested in learning about computers through years of hard work and experience?
Just doesn’t work out.
Problem is, people are choosing careers based on how much it will pay them, instead of things they want to do/ are passionate about. Its rare nowadays to have candidates who also have hobby work/ side projects related to the work. At least by my reckoning.
Problem is most jobs don’t pay enough anymore. So people don’t have the luxury of picking what they’re passionate about, they have bills to pay. Minimum wage hasn’t raised in 16 years. It wasn’t enough 16 years ago. It’s now buys only 60% of what it did back then. This is the floor all other wages are based on. If the for doesn’t raise, things above it won’t keep up either.
Ths seniors can tell. And even if you make it into the job, itll be pretty obvious the first couple of days.
I interview juniors regularly. I can’t wait until the first time I interview a “vibe coder” who thinks they’re a developer, but can’t even tell me what a race condition is or the difference between synchronous and asynchronous execution.
That’s going to be a red letter day, lemme tell ya.
“Would you say I have a decorator on this function?”

I spent some years in classrooms as a service provider when Wikipedia was all the rage. Most districts had a “no Wikipedia” policy, and required primary sources.
My kids just graduated high school, and they were told NOT to use LLM’s (though some of their teachers would wink). Their current college professors use LLM detection software.
AI and Wikipedia are not the same, though. Students are better off with Wikipedia as they MIGHT read the references.
Still, those students who WANT to learn will not be held back by AI.
Still, those students who WANT to learn will not be held back by AI.
Our society probably won’t survive if only the students who want to learn do so. 😔
I share this concern.
I always saw the rules against Wikipedia to be around citations (and accuracy in the early years), rather than it harming learning. It’s not that different from other tertiary sources like textbooks or encyclopedias. It’s good for learning a topic and the interacting pieces, but you need to then search for primary/secondary sources relevant to the topic you are writing about.
Generative AI however
- is a text prediction engine that often generates made up info, and then students learn things wrong
- does the writing for the students, so they don’t actually have to read or understand anything
Encyclopedias in general are not good sources. They’re too surface level. Wikipedia is a bad source because it’s an encyclopedia not because it’s crowd sourced.
You don’t even need to search, just scroll down to the “references” section and read/cite them instead.
I see these as problems too. If you (as a teacher) put an answer machine in the hands of a student, it essentially tells that student that they’re supposed to use it. You can go out of your way to emphasize that they are expected to use it the “right way” (since there aren’t consistent standards on how it should be used, that’s a strange thing to try to sell students on), but we’ve already seen that students (and adults) often choose to choose the quickest route to the goal, which tends to result in them letting the AI do the heavy lifting.
Great to get the perspective of someone who was in education.
Still, those students who WANT to learn will not be held back by AI.
I think that’s a valid point, but I’m afraid that it’s making it harder to choose to learn the “old hard way” and I’d imagine fewer students deciding to make that choice.
I’ve been online enough to know they weren’t thinking before either.
This. (Offline too.)
Which generation did we really taught critical thinking to? In general, those “thinkers” or people with nice research skills (e.g. reading comprehension and other traits) were always a minority within each generation. And I agree there will be less now with AI. But we have no polls or measurement, so the title goes a little clickbaity, in resonance to the generalized discomfort towards a new technology that schools haven’t accomodated yet (e.g. all kind of solutions are seen in the wild)
I reckon it was the same with arithmetislcs and calculators in the past. We were able to deal with that! (so that whatever proportion of people that graduates knowing arithmetics with each generation didn’t shrink “too much”.)
If we are considering possible scenarios, let’s be optimistic too.
AI (discounting other problems like their ecological footprint) may not be that bad on our educational systems once we adjust…

Starts with ‘the whole world’ but continues with local Merican problems…
You think AI is only being used in America? You’re going out of your way to be offended
Thank you. The American sources I referenced here seemed the best suited to the topic, largely because of how informative they were. But if anyone has good info from other countries (or America) to add to the discussion I’m more than happy to hear it.












