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Re:Frontier AI has broken the open CTF format by jaybrendansmith on Saturday May 16, 2026 @10:13AM (#48160446)
Everything we've learned in the last 10 years is telling us that computers do not help human education in the slightest. We remember better when we write with pen and paper. We learn better with whiteboards and paper books. The simple answer: Remove most computing from education entirely. Blue composition books, pencils, whiteboards is what trains humans. Calculators are helpful perhaps but it is quite possible that slide rules are better. We need humans that can critically think from first principles to counter the recycled information generated by AI.
Re:Frontier AI has broken the open CTF format by skulk on Saturday May 16, 2026 @10:35AM (#48160626)
> computers do not help human education in the slightest

I had no access to anyone who could teach me calculus as a kid except Khan Academy, so I think this is a gross exaggeration. But I agree in the end, that all my "real" learning did come from pen-and-paper practice, not watching videos.

Re:Frontier AI has broken the open CTF format by rossjudson on Saturday May 16, 2026 @12:57PM (#48161856)
Every child reads a book about solving problems, assumes they can now solve problems, and is disappointed when that is not true.
Re:Frontier AI has broken the open CTF format by whichdan on Saturday May 16, 2026 @01:13PM (#48162001)
Yeah I agree. I grew up in a very blue-collar town, and anything I wanted to learn (outside of public schooling) either came from emaciated websites or whatever books I could find at the library. Having YouTube and Khan Academy and everything else would have made such a huge difference for me.
Re:Frontier AI has broken the open CTF format by selimthegrim on Saturday May 16, 2026 @04:35PM (#48163556)
Now I’m wondering how a website is emaciated
Re:Frontier AI has broken the open CTF format by Wolfbeta on Saturday May 16, 2026 @05:07PM (#48163823)
One simply forgets to hydrate.
Re:Frontier AI has broken the open CTF format by bentaber on Saturday May 16, 2026 @05:50PM (#48164109)
Not enough bytes?
Re:Frontier AI has broken the open CTF format by fragmede on Saturday May 16, 2026 @09:37PM (#48165353)
Not even a nibble!
Re:Frontier AI has broken the open CTF format by voxl on Saturday May 16, 2026 @03:55PM (#48163242)
The reality is that a human will learn, given any materials including LLMs, but only if they truly desire to learn. We've had MOOCs, gigantic libraries, all full of free information. You can obtain a PhD level understanding in any technical field of your choice today just by consistently going to the library and consistently applying yourself.

It's not unlike going to the gym, and we see how many people do that regularly. Except it's even funnier, because people serious about the gym but what? Tutors. They call them personal trainers. We've known for a millennium or more that 1-on-1 instruction is vastly better than anything else, but most people actually don't want to get into shape, and most people actually don't want to learn.

Re:Frontier AI has broken the open CTF format by tannertech on Saturday May 16, 2026 @04:47PM (#48163645)
The annoying thing is a PhD level understanding does not get you jobs.
Re:Frontier AI has broken the open CTF format by fragmede on Saturday May 16, 2026 @09:44PM (#48165384)
I don't have a PhD, but "you're overqualified" is something I've heard my PhD having friends said to them.
Re:Frontier AI has broken the open CTF format by globnomulous on Tuesday May 19, 2026 @07:32AM (#48191975)
> The reality is that a human will learn, given any materials including LLMs, but only if they truly desire to learn. We've had MOOCs, gigantic libraries, all full of free information. You can obtain a PhD level understanding in any technical field of your choice today just by consistently going to the library and consistently applying yourself.

Not true. In every field there is guild knowledge that a person can't acquire from a library. In technical disciplines PhD-level knowledge requires experience in collaboration, research, and frequently lab work, which is impossible to acquire without access to a lab -- or just direct experience with research methods, whatever those may be. Reading papers and absorbing information aren't enough. PhD-level knowledge comes from the process of writing and doing original work.

> The reality is that a human will learn, given any materials including LLMs, but only if they truly desire to learn.

Also not true. We require kids to go to school partly because exposure to the environment and work inculcates skills regardless of whether kids want to do the work -- and regardless of whether they want to learn.

LLMs are damaging to students partly because they provide an escape hatch from that work and thereby prevent kids from acquiring skills.

Think of it this way: most people who want to be healthy and eat a healthy diet still find easy junk food tempting. What they want does not change the temptation, because the body and brain gravitate towards easy, cheap fulfillment of basic drives.

People facing challenging tasks, similarly, are tempted to take measures that reduce the amount of effort they require. The availability of tools that reduce the required effort also help shape a person's understanding of the value of the challenge and the work: "why should I do this hard task when I have a tool that can do it for me?" You and I know the answer to this question when we're discussing something like writing an essay or solving a problem in a math or programming class. Students frequently don't. They are by definition ignorant. Children, moreover, lack maturity. Their brains are less capable of resisting the easy path than an adult's. That's partly why parenting is important: parents provide boundaries and limits that kids need but won't and can't provide for themselves.

Sometimes people, especially kids, really do need to be dragged, kicking and screaming, through something in order to receive the benefits it offers. Being dragged through it sometimes convinces a person of its value and benefits. In a kid's case, there's a decent chance that the experience will improve executive function, shape expectations in a healthy way, inculcate grit, and become appreciation -- or at least habit.

I would not have written essays on my own as a student in secondary school. My English teachers had to provide that structure for me and impose the demand. I'm glad they did -- and god bless them for putting up with me and all the other snotty kids like me.

Re:Frontier AI has broken the open CTF format by voxl on Tuesday May 19, 2026 @12:54PM (#48195924)
If you've never taught students or mentored PhD students please refrain from diatribes in my comments (and yes I've done both)
Re:Frontier AI has broken the open CTF format by globnomulous on Tuesday May 19, 2026 @08:17PM (#48201423)
The comment isn't a diatribe, and your experience as a teacher and advisor does not make your argument correct, let alone make your request any less a nonsequitur. If I disagree with you, I will always, I promise, say so. Asking that I 'please refrain' is just supercilious and silly.

It's also arguably a violation of Hacker News' guidelines:

> Please don't sneer

> Please don't post shallow dismissals

Re:Frontier AI has broken the open CTF format by voxl on Tuesday May 19, 2026 @08:22PM (#48201472)
Your argument is garbage, and I give zero fucks about tone policing or other garbage rules
Re:Frontier AI has broken the open CTF format by globnomulous on Wednesday May 20, 2026 @03:02AM (#48204119)
Tomhow?
Re:Frontier AI has broken the open CTF format by mrandish on Saturday May 16, 2026 @04:18PM (#48163430)
> except Khan Academy

But that's not using "computers" as a computer but as a video player. When evaluating whether computers are "good for learning", I don't think we should include using a computer as a video player, a book, or even flash cards. It should be things a computers uniquely offer which a books, paper, videos and a physical reference library cannot.

Based on the results of deploying hundreds of millions of computer to schools in the 80s and 90s, the evidence was mostly that computers are good for learning computer programming and "how to use a computer" but not notably better than cheaper analog alternatives for learning other things.

Interestingly, a properly trained and scaffolded LLM could be the first thing to meaningfully change that. It could do some things in ways only human teachers could previously since it is theoretically capable of observing learner progress and adapting to it in real-time.

Re:Frontier AI has broken the open CTF format by famouswaffles on Sunday May 17, 2026 @06:34AM (#48167678)
I think videos are a unique thing computers offer. Books I understand. You have them digital or not. But a video ? Without a computer, there is no video. You were present for the initial lecture or you weren't and that's it.
Re:Frontier AI has broken the open CTF format by tuna74 on Sunday May 17, 2026 @11:48AM (#48169974)
There were videos* before computers.

*Not really, but you could film stuff and display it.

Re:Frontier AI has broken the open CTF format by bobdvb on Tuesday May 19, 2026 @08:53AM (#48192660)
Film is a chemical medium for storage of images.

Video is an electronic process for capturing images and displaying them.

Before digital video there was analogue video, and analogue video was perfectly possible without digital sampling, or computers. Heck, video pre-dates silicon chips and used to be done with CRTs and valves.

Re:Frontier AI has broken the open CTF format by mrandish on Monday May 18, 2026 @03:04PM (#48184062)
> Without a computer, there is no video.

Maybe you meant "streaming video"?

I realize you're probably under 30 and don't remember "ye olden times" but nearly 90% of U.S. homes and every school had a VCR long before they had a computer. Widespread consumer video formats included VHS, DVD, Blu-Ray, Laserdisc, etc. VCRs. I still buy some movies I care about on UHD discs and watch them in a dedicated Blu-ray/UHD player. Even the 'smart' TVs and streaming sticks most people watch streaming channels like Netflix on aren't functionally computers (no meaningful user accessible local storage, input like keyboard/mouse, CLI or windowing GUI).

In elementary school we learned from 16mm films almost weekly and watched Carl Sagan's Cosmos series and space launches on live on television (it was rebroadcast in the mornings specifically for schools). My junior high school had a television in every classroom and we watched live TV on PBS, NASA channel and C-SPAN. In the late 80s there was thousands of hours of educational video programming sent via direct broadcast satellite to 18-inch dishes at schools. In the 90s every grade and subject had hundreds of interactive video DVDs in large notebooks (four discs to a page in plastic sleeves) and multiple DVD players per classroom.

The peak installed base of VCRs in the U.S. was in 1999. Streaming video wasn't common in consumer households until well into the 2000s, YouTube didn't even exist until 2005 and most people had never heard of it until 2007. In 2010 Netflix mailed DVDs in envelopes to 25M homes every week. They didn't even offer a streaming plan until 2011.

There's nothing about video that uniquely requires computers. But as someone who's spent most of my life thinking about video technology, with patents ranging from analog days to the streaming tech you use today, computers have been extremely disappointing in terms of enabling any unique "learning from video" features that are computer-specific. In the 90s we realized that computers could make digitized video random access letting us sequence it non-linearly to make it interactive in response to user input. We knew that computer-enabled interactivity, responsiveness and real-time adaptation to learner progress would be incredible for improving video education. Yet the vast majority video content available online today is still linear in form. Even video that's specifically educational is no more interactive or user responsive than a 90s DVD disc.

Sadly, only two things have really changed about consumer video in the last 30 years: quantity and distribution. There's much more of it and it's remotely accessible on-demand instead of being limited by broadcast channels and storage media. But that's far more about communication technologies like broadband than computation. For a few years YouTube even had authoring features like interactive menus, conditional branches and scripting but removed it all because it didn't increase ad revenue. There are a few dedicated educational video authoring platforms which provide deep interactive features like conditional branching, viewer annotation, timecode-linked threaded Q&A and other ways to combine the strengths of advanced wikis with interactive video more than just linking from one to the other. Unfortunately, such content is rarely found outside high-end corporate training and some universities. In my opinion virtually none of the learning features computing could uniquely enable for video are in widely available.

Re:Frontier AI has broken the open CTF format by bobdvb on Tuesday May 19, 2026 @08:49AM (#48192615)
As a broadcast technology architect I agree with you a whole lot on the broader technology statements.

But as a former lecturer, I also think the promise of interactivity is dependent less on the tools than on the people. Authoring interactive learning materials is difficult and while that interactivity is engaging, it's not necessarily great at getting a density of information out there.

The Socratic method is great, but that level of interactivity presumes in advance that you know what questions the student will be asking, otherwise it's just a dumb gate. Branching stories for interactivity are highly labour intensive. I suppose if you use AI you could generate a massive number of videos to cover branching learning, but that's going to still be an intensive operation, especially if you're supervising that.

Re:Frontier AI has broken the open CTF format by allan_s on Saturday May 16, 2026 @05:24PM (#48163950)
I think what the author meant is that it does help not more than the same knowledge provided the old way.
Re:Frontier AI has broken the open CTF format by whatever1 on Saturday May 16, 2026 @05:59PM (#48164154)
Khan did not throw at you a 100-slide Powerpoint deck in 45'.

He really took the time to replicate the manual teaching process of writing on whiteboard. He improved upon it by using colors. But basically had the same pace as a teacher writing on a whiteboard.

When professors are given a projector, they just throw together some slides and add their narration.

This is not very efficient. To learn you need to suffer. Or you need to watch the suffering.

Re:Frontier AI has broken the open CTF format by jedimastert on Sunday May 17, 2026 @08:04AM (#48168171)
That's not really a computer helping you though, that's just a computer allowing a human that's far away to help you right?
Re:Frontier AI has broken the open CTF format by __MatrixMan__ on Saturday May 16, 2026 @10:30AM (#48160589)
I think this overlooks the potency and scarcity of 1:1 time with the teacher. If you've only got maybe a few minutes of that in an average schoolday there's a huge difference between whether or not you've talked it through with an AI before trying the question out on the teacher.

They're wrong sometimes, but usually in verifiable ways. And they don't seem to know the difference between medicine and bioterrorism, so often they refuse. But these limitations are worth tolerating when the alternative is that our specialists in topic X are bogged down by questions about topic Y to the point where X isn't getting taught.

Re:Frontier AI has broken the open CTF format by kelvinjps10 on Saturday May 16, 2026 @10:47AM (#48160729)
And now they'll have less time because they will be bombarded with slop to no end.
Re:Frontier AI has broken the open CTF format by __MatrixMan__ on Saturday May 16, 2026 @02:30PM (#48162557)
Obviously generating your homework is a bad idea, and maybe assigning homework that can be generated is a bad idea. But neither of those are relevant to the problem I'm talking about which is about due diligence prior to asking for somebody's extended attention.

Whether you're in class or at work, it's just courteous to ask an AI first.

Re:Frontier AI has broken the open CTF format by peter-m80 on Saturday May 16, 2026 @10:57AM (#48160800)
I learned calculus thanks to wolfram alpha step by step solving feature
Re:Frontier AI has broken the open CTF format by jaybrendansmith on Saturday May 16, 2026 @01:45PM (#48162259)
I'm not going to disagree with step by step videos ... those are a HUGE help. I'm really talking about solving problems using pen and paper, whether math or writing, is how my problem-solving patterns actually changed.
Re:Frontier AI has broken the open CTF format by ralph84 on Saturday May 16, 2026 @06:21PM (#48164277)
> humans that can critically think from first principles

This has never been achieved by, nor is it the point of, education for the masses.

Re:Frontier AI has broken the open CTF format by jaybrendansmith on Monday May 18, 2026 @01:57PM (#48183066)
But it should be, right?
Re:Frontier AI has broken the open CTF format by sometimelurker on Saturday May 16, 2026 @06:43PM (#48164416)
I don't think computers automatically make us more educated, but if you want to make a point don't use reductive exaggerations. > We need humans that can critically think from first principles to counter the recycled information generated by AI.

I agree with this.

Re:Frontier AI has broken the open CTF format by PunchyHamster on Saturday May 16, 2026 @09:15PM (#48165252)
I disagree with that statement. There is nothing inherently wrong with using computer to learn and if your personal goal is to learn it in lot of cases makes it much easier, whether to search for or visualise a piece of knowledge you're' learning.

The problem is frankly computer and now computer with LLM makes it easy to cheat.

The kid doesn't want to learn, the kid wants good grades so parent is happy with them, and the young adult wants to get the paper coz they were told that is required for good life. It's misalignment of incentives.

Re:Frontier AI has broken the open CTF format by tempaccount5050 on Saturday May 16, 2026 @09:50PM (#48165396)
Nah, I wrote physics programs on my computer at home in high school and it absolutely helped with my schooling. Yeah, maybe iPad apps aren't the best things in schools but you're throwing the baby out with the bathwater. Computers bad is simply not true.
Re:Frontier AI has broken the open CTF format by wslh on Saturday May 16, 2026 @10:37PM (#48165613)
I would start saying that many people need presence in a real environment with people to learn. We don't use all our senses in a remote environment.