[HN Gopher] Training students to prove they're not robots is pus...
       ___________________________________________________________________
        
       Training students to prove they're not robots is pushing them to
       use more AI
        
       Author : PretzelFisch
       Score  : 132 points
       Date   : 2026-03-07 19:01 UTC (4 hours ago)
        
 (HTM) web link (www.techdirt.com)
 (TXT) w3m dump (www.techdirt.com)
        
       | Paracompact wrote:
       | Grade school has never been kind to genuine writers. It reminds
       | me of SAT essays that favored formulaic writing, because guess
       | what: the grading criteria were formulaic!
       | 
       | I think grading in general can be stymying for students'
       | motivation and creative drives.
        
         | idontwantthis wrote:
         | I had fun with those because they only care about the quality
         | of the writing not the content so I would make sure that none
         | of my facts or references were real.
        
         | Onavo wrote:
         | Being able to write in a formulaic manner is a skill though.
         | Not being able to write properly is not great for
         | communication.
        
           | carcabob wrote:
           | True. Writing structures for arguments and analysis make a
           | huge difference in effective writing.
           | 
           | I wish brevity and linguistic precision were taught more, as
           | well. Miscommunication due to ambiguity is one of the biggest
           | causes I see for confusion or heated arguments.
        
           | Paracompact wrote:
           | There was nothing useful about the particular formula they
           | were teaching. It wouldn't even be useful for a bureaucrat.
           | It only tested how well you knew the formula, how confidently
           | you simplified inherently nuanced topics, and how lucky you
           | got that the random underpaid SAT grader (usually a teacher
           | looking for a pittance of extra cash) thought your essay fit
           | the rubrics they were given.
           | 
           | Good riddance to the thing.
        
       | themafia wrote:
       | If you're just going to use software to judge the output of
       | students then why don't we all just keep them at home? I have a
       | computer at home and it seems like everyone from the teachers to
       | the school board have just abdicated their responsibility. This
       | doesn't sound like a system that needs to be maintained.
        
         | johnvanommen wrote:
         | Right? It's the obvious question:
         | 
         |  _why are they using software to detect software?_
         | 
         | I can detect AI written prose in less than five seconds; I
         | would expect a trained teacher to be able to do that as well.
        
           | mold_aid wrote:
           | You know you can't just say "I detect AI written prose" and
           | then do whatever you want about it, right? It's not
           | difficult, sure, to detect it. It's difficult to prove that
           | it's true and then punish the student for it.
        
       | noemit wrote:
       | What would assessment look like if we started from "how do humans
       | actually learn and communicate" rather than "how do we catch
       | cheaters"?
        
         | zahlman wrote:
         | > I've been thinking about this in product contexts too.
         | 
         | Have you considered using your own words to express those
         | thoughts?
        
           | noemit wrote:
           | Yes, Sorry, I did not instruct my agent to do this. I wanted
           | to give it more autonomy and try to make it more aggressive
           | with tool use. Will block it from here >.>
        
             | zahlman wrote:
             | Yeah, after posting I had a look through your comment
             | history and it's pretty clear that you're posting in good
             | faith. I would definitely not let an agent anywhere near HN
             | in the current state of things. (I wouldn't let one publish
             | on my behalf anywhere on the Internet, honestly, but that
             | has more to do with personal principles.)
        
       | Someone1234 wrote:
       | I've started do this on social media. I got "called out" after
       | using big words or using a - in a sentence. So now I write _less
       | good_ on purpose, so whatever I commented doesn 't get drawn into
       | a sidetrack off-topic witch-hunt.
       | 
       | As soon as someone yells "witch" you cannot disprove you're not
       | one, and I've even had people put my handwritten comments through
       | "AI detector" websites that "proved" they were AI (they weren't).
       | It literally just highlighted two popular English phases.
       | 
       | LLMs were trained on sites like HN and Reddit, so now if you
       | write like a HN or Reddit commentator, you sound like AI...
        
         | Kye wrote:
         | I put a piece of text in one and the only line it flagged is
         | the one line I actually wrote.
        
         | zahlman wrote:
         | I have never really gotten the impression that HN or Reddit
         | commentators write in any particular way overall.
         | 
         | LinkedIn, OTOH....
        
         | jjmarr wrote:
         | AI only uses big words to engage in elegant variation, not to
         | compress information.
         | 
         | If someone calls an article like this a "jeremiad" I know
         | they're a human.
        
           | zahlman wrote:
           | Oh, well chosen. I keep forgetting that word, and lamenting
           | that "diatribe" (or, er, "lament") doesn't quite fit in some
           | situation.
        
           | ipcress_file wrote:
           | Interesting. I'll have to keep an eye out for this!
        
         | Frost1x wrote:
         | I don't think this is a good long term solution. LLMs can do
         | easy language substitutions and you can even force them to add
         | errors. So relying on that alone won't work as people
         | intentionally make things look more "human."
        
           | Someone1234 wrote:
           | Right, but the problem here are other humans yelling "witch,"
           | not LLMs. You're combating people's terrible witch-detector,
           | not anything factual or real.
        
         | heddycrow wrote:
         | Here's one vote for just be the witch if that's what people
         | need from you.
         | 
         | Just make it be what you want to say and how you want to say
         | it. And when they come after you, shame them to the best of
         | your ability or treat them like they are not there.
        
           | mitthrowaway2 wrote:
           | That strategy didn't work out well for the witches of the
           | past...
        
             | heddycrow wrote:
             | So what? There's all kinds of things that didn't work in
             | the past that at some point began to work.
             | 
             | It wasn't someone who was primarily motivated by fear of
             | the past that made it work the first time.
        
         | teo_zero wrote:
         | > now I write less good on purpose, so whatever I commented
         | doesn't get drawn into a sidetrack off-topic witch-hunt.
         | 
         | I've begun downvoting each and every entry that questions the
         | authenticity of a comment or article.
         | 
         | I don't even bother if the claim is true or not. A text can be
         | AI-generated _and_ interesting, or human-written _and_ dumb.
        
       | j45 wrote:
       | The more students read, and the more variety they read, the
       | better they will write.
       | 
       | This will likely be valuable for AI skills too.
        
         | ramon156 wrote:
         | This is true, I know someone that has read multiple versions of
         | the bible and their writing style became very similar to that.
         | There's a term for it, I just forgot what the term was
        
       | dawatchusay wrote:
       | Did they not even test their AI detection tool to verify that it
       | can detect when something is human written? That should have been
       | exactly as important as the opposite. Maybe a tool that checked
       | that would be equally as ineffective and we'd move on from the
       | subject entirely
        
         | semiquaver wrote:
         | Perhaps they had trouble enumerating every possible input to
         | test their detector.
        
       | theptip wrote:
       | This is what terrifies me about the public school system. A
       | revolution has occurred, but it's unevenly distributed.
       | 
       | The schools simply don't have the flexibility, agility, or
       | frankly it seems motivation to adapt to what has already
       | happened.
       | 
       | The ship has sailed; essay writing is no longer a viable form of
       | assessment.
       | 
       | The idea to try to build a reliable AI detector is asinine, and
       | fundamentally misunderstands how any of this works now, let alone
       | the very obvious trend-lines.
       | 
       | Stop with the lazy half-baked solutions, get your head out of the
       | sand, rethink the whole curriculum. This is an emergency, we
       | needed to be urgently attending to this years ago.
        
         | Someone1234 wrote:
         | > This is what terrifies me about the public school system.
         | 
         | This has nothing to do with Public School in particular. This
         | is impacting private and university education too.
        
           | theptip wrote:
           | From what I have seen, (some) private schools are moving
           | faster here; not to say private primary/secondary schools are
           | unaffected, rather that it's worst in public schools.
        
         | georgebcrawford wrote:
         | > essay writing is no longer a viable form of assessment.
         | 
         | Of course it is. In person, with an unseen prompt/question. By
         | hand or not doesn't really matter as we can airgap or just
         | monitor via software when in class.
        
         | heddycrow wrote:
         | Public Schools. I think terror there is built as a feature, not
         | a bug. So be afraid.
         | 
         | But keep in mind, it may have always been this way. God bless
         | those few cool teachers in each school who are aware of this
         | and work to rescue a few who need it.
         | 
         | Love changes everything. Good teachers matter.
        
       | teo_zero wrote:
       | One of the skills teachers have always demonstrated, is to be
       | able to detect when students copy. This has never pushed students
       | to artificially add mistakes to their essays.
       | 
       | If now teachers abdicate this judgment to a software, students
       | should be allowed to abdicate their duties to a computer as well.
        
       | Buttons840 wrote:
       | Tangent:
       | 
       | I've noticed I write a lot different because of combative online
       | arguments. I have a problem.
       | 
       | So much of my communication is directed to people who don't want
       | to hear me or understand me. So I've become very punchy and
       | repetitive, trying to hammer home ideas that people are either
       | unable or unwilling to understand.
       | 
       | I need to find ways to talk to people who want to hear and
       | understand me.
       | 
       | It's hard to find other people who actually want to hear and
       | understand though. People have different interests, and even when
       | people appear to be working towards the same goal, they often
       | aren't; like a boss who just won't understand the bad news,
       | because it's easier to ignore the problem.
        
         | zahlman wrote:
         | > I need to find ways to talk to people who want to hear and
         | understand me.
         | 
         | I'm told blogging works for some. I don't really know how you
         | build an audience, though, and it's hard to keep going (first-
         | hand experience) without one.
        
         | JoshTriplett wrote:
         | One thing that helps: remember that there are many people
         | reading your response, _one_ of them possibly being the person
         | you replied to. Write for the audience, not specifically for
         | the person you 're responding to. It's a rare thing for someone
         | to change their mind; it's a much more common thing for others
         | to read your comment and gain something from it.
        
           | ghurtado wrote:
           | I just wanted to tell you that I read your comment
           | immediately after writing mine and it's almost eerie how
           | similar they are. There's the proof, if we needed any!
        
         | ua709 wrote:
         | I'm guessing you mean politics, but surely this is topic,
         | person, time, and space dependent.
         | 
         | For example, I abhor talking about modern politics. If it's
         | election season and I'm being asked to cast a vote or take some
         | other specific civic action, then I understand it's my civic
         | duty to understand the situation and make a decision
         | accordingly and I do.
         | 
         | But if it's March and there's really nothing specific I can do
         | as a result of this particular conversation, I would probably
         | also be in your camp of the "unwilling". I would much rather
         | chat about something else, or nothing at all.
         | 
         | I'm also assuming you're referring to in-person communication.
         | If it's online communication, all bets are off. It's unlikely
         | you're having a linear conversation and these days you're
         | probably not even talking to a person.
        
         | ghurtado wrote:
         | It might not mean much, and it won't lead to an interesting
         | conversation, but here's one that has read your comment, and
         | every single word resonated like a tuning fork.
         | 
         | I find that a little faith goes a long way here: assume that
         | you have a higher audience and speak to them accordingly.
         | 
         | Don't let the loud ones confuse you: normal, reasonable people
         | (with normal, reasonable thoughts, just like yours) might not
         | always reply, but they also read you.
        
         | ritlo wrote:
         | One of the worst habits distinctive to online discussion-board
         | writing (especially the sorts of places with lots and lots of
         | people and where it's fairly hard to get permanently kicked out
         | --like here) is too much hedging and over-specifying to try to
         | head off shitposting by bad or bad-faith readers. It's all over
         | forum posts, and it's poor writing, but without moderation that
         | slaps down responses based on plain mis-reading you have to
         | write that way, or your post will spawn all kinds of really
         | stupid tangent strings of posts (and they still do anyway,
         | sometimes). And, yes, the excessive and too-close-together
         | repetitiveness you mention is part of that.
         | 
         | The result is that a ton of web forum/social-media posting
         | would, in any other context, be fairly poor writing (even if
         | it's otherwise got no problems) simply because of the the extra
         | crap and contortions required to minimize garbage posts by poor
         | readers who are, themselves, allowed to post to the same
         | medium.
         | 
         | This is in addition to, though not wholly separate from, the
         | tendency toward combativeness in online posting.
        
           | philipodonnell wrote:
           | Despite being a different kind of writing, there are some
           | interesting parallels with the article in what you wrote here
        
           | cm11 wrote:
           | I totally agree with this. I would add that it's well beyond
           | the discussion boards. It's probably most clear there and
           | it's well possible we learned it there and then took it into
           | our social interactions everywhere, but the majority of my
           | irl interactions--except with my closest friends--are sorta
           | like this. Sometimes I think its ADHD, other times I think it
           | could be any number of things, but I think to say anything
           | that isn't dead simple (or in dead agreement with the other
           | person), you need a few sentences. Often, you need to hear
           | the third sentence before the first will make sense. But if
           | you get distracted by the first one or can't suspend your
           | disagreement enough to get to the third you will think the
           | person is mistaken. You'll think that about both their first
           | point and the larger one, which you didn't really hear or
           | even get to but thought you did. So the speaker does the
           | hedging each sentence in hopes of getting to the third (or
           | whatever) sentence.
        
             | wongarsu wrote:
             | To add to this: another sign of posting on online boards is
             | starting your comments with "I agree" because otherwise the
             | other person might default to assuming you are disagreeing
             | (as is the norm for replies), leading to a comment chain of
             | people violently agreeing with each other without realizing
             | it
        
         | kstenerud wrote:
         | > So much of my communication is directed to people who don't
         | want to hear me or understand me.
         | 
         | If they don't want to listen, why waste the time?
         | 
         | > So I've become very punchy and repetitive, trying to hammer
         | home ideas that people are either unable or unwilling to
         | understand.
         | 
         | If they don't want it, why stuff it down their throats? Aren't
         | they allowed to have their own ideas?
        
           | cm11 wrote:
           | There's a tension (imo) between deciding to only spend time
           | trying to talk to people who immediately agree with you or
           | are open to hearing you out vs those who immediately disagree
           | such that they will fight hard to not hear, not understand,
           | misinterpret, or "not have time for this". The latter is a
           | specific form of disagreement where they've "noise-canceled"
           | the possibility of learning or understanding (even if it
           | would be perfectly reasonable for them to disagree with it
           | afterward).
           | 
           | Is your life easier to not waste time on them? I guess. But
           | obviously you're going to put yourself in a similar bubble,
           | and to whatever extent the issue is important it's now become
           | undiscussed. As you've hinted at, they could be right and you
           | wrong, but the difference is (at least in the premise) that
           | one is willing to talk and listen and so really only one side
           | has the potential to change and it's not based on the merit
           | of the argument--because of course no conversation took
           | place. How hard does one try to encourage someone else to
           | listen? Or rather continuing pursuing a conversation that's
           | being denied? That's the tension. I don't know other than it
           | seems like the side unwilling to listen wins a little bit
           | each time they've successfully evaded it and wins a little
           | more when the other has decided to let it go. I don't just
           | mean they've won a proverbial argument, I mean the issue or
           | decision in question tilts toward their side.
        
         | grayhatter wrote:
         | > I need to find ways to talk to people who want to hear and
         | understand me.
         | 
         | Ask more questions. It takes work when dealing with smart
         | people who think beyond the question you asked, adding their
         | own context, and then replying with a different question. But
         | those are the people who are willing to engage with you.
         | Statements without questions can be ignored, and people who
         | engage with different questions than the ones that you asked
         | can be safely ignored as those who don't want to engage.
         | 
         | The cure to a purely adversarial conversation is educated
         | curiosity. The educated part being being able to differentiate
         | the threads that will lead down a tribalistic path vs those
         | that will lead down an exploratory one.
         | 
         | More important than all of the above, is knowing when to walk
         | away. It's barely a majority, but that barely majority "want"
         | to waste your time. Ignore their DOS attempt, and save your
         | time for people who want to engage, fairly. The fairly part
         | being the most important.
        
       | zahlman wrote:
       | I object to the idea that the LLM writing that these students are
       | trying to distinguish themselves from, is actually _good_ in the
       | first place. Although students might well end up writing worse
       | because people are trusting the _detection_ of LLM content to
       | other LLMs. (And really, it 's bizarre that these massively
       | complex systems required to produce roughly human-like output,
       | apparently offer such simplistic reasoning for what they detect
       | as non-human.)
       | 
       | Honestly, I lean towards shaming educators who do that. If you
       | can't detect the whiff of LLM with your own senses, then it has
       | been used properly and shouldn't be faulted. If that premise
       | invalidates your assignment, change the assignment. It's not as
       | if you're assigning this work to test the basic mechanics of
       | writing (grammar, sentence/paragraph structure, parallelism,
       | whatever) -- I mean, _how much of that did you consciously try to
       | teach_? My recollection is, not an awful lot; and I can only
       | imagine it 's gotten worse since I was in K-12 (and I went to
       | pretty darn good K-12).
        
         | NewsaHackO wrote:
         | > If you can't detect the whiff of LLM with your own senses,
         | then it has been used properly and shouldn't be faulted.
         | 
         | But wouldn't this apply to any cheating method? I don't think
         | educators would be able to tell the difference between using a
         | calculator, getting answers from previous tests, resubmitting
         | assignments, etc.
        
           | zahlman wrote:
           | Every kind of examination should be proctored.
           | 
           | > using a calculator
           | 
           | Students who are at a level where they'd be learning to do
           | the computations a calculator does, shouldn't have graded
           | homework. And even at that level, real mathematics is more
           | than just computation.
           | 
           | > getting answers from previous tests
           | 
           | Decades ago, my teachers and professors knew advanced tricks
           | for this, like "not just reusing the test questions from last
           | year". Sometimes they even changed the constants in math
           | questions between sections of the class.
           | 
           | Reading previous tests (including correct answers) was never
           | considered cheating, or even slightly unethical, in my
           | education. In fact, one of our professors had this party
           | trick of working through all the answers for a past-year exam
           | (perhaps multiple of them; I can't recall the details, but
           | certainly much faster than students were expected to work
           | things out under exam conditions) in the space of a single
           | lecture, near the end of the course. Students were meant to
           | see this and learn from it (as well as be impressed).
           | 
           | > resubmitting assignments
           | 
           | Why would you ever not notice this?
        
             | NewsaHackO wrote:
             | I dont think you are being realistic at all.
             | 
             | >Students who are at a level where they'd be learning to do
             | the computations a calculator does, shouldn't have graded
             | homework. And even at that level, real mathematics is more
             | than just computation.
             | 
             | So, a math level less than Real analysis shouldn't have
             | graded homework?
             | 
             | >Decades ago, my teachers and professors knew advanced
             | tricks for this, like "not just reusing the test questions
             | from last year".
             | 
             | Math is not the only subject. For an English class, what
             | constant would you change so that students get a comparable
             | exam (especially if you are going to do this between
             | sections in the same corhort)?
             | 
             | >resubmitting assignments
             | 
             | Students are not stupid, and obviously would not resubmit
             | an assignment for the same teacher. However, there is a
             | significant overlap between classes, so certain assignments
             | should be retooled for other assignments.
        
           | mold_aid wrote:
           | We can't, and neither can the machines that people build
           | and/or use for "detection." Everyone in this thread also
           | needs to recognize the entrenched differences between
           | secondary educators, who have wholeheartedly adopted AI
           | products into their teaching workflow, and tertiary
           | educators, who have adopted them only by necessity. "By
           | necessity" in this case means "having to spend a ton of time
           | dealing with, talking about, and learning about this
           | nonsense."
           | 
           | The discourse around "cheating" with these products has
           | always been a mistake. We should have characterized them less
           | as "cheating machines" and more as "expediency machines."
           | Because once you're invested in describing students as having
           | academic dishonesty issues rather than skill issues, you've
           | made it an administrative problem. You never come back from
           | that.
           | 
           | For mine, we lost the issue long ago when accountability
           | culture won. We should never have bothered with the idea that
           | "mechanics, grammar, and proofreading" should be part of a
           | "rubric" that "assessed outcomes" for "good writing." We
           | should have just said "we don't care if you don't think this
           | is worthwhile, because your time is worth nothing." The last
           | two years of student labor certainly suggests this.
        
         | Unearned5161 wrote:
         | The point has always been the act of writing itself. What you
         | write about is almost irrelevant; it's that you spent the time
         | writing, that you had ideas in your head, and that you squeezed
         | them onto the page.
        
           | zahlman wrote:
           | Sure. And _my_ point is that the assignment is poorly
           | conceived if an LLM 's output can appear to "have ideas" that
           | satisfy the prompt. Last I checked, they don't do a good job
           | of modeling a specific, non-notable person within particular
           | constraints, and then all the relevant life experiences of
           | that person. An LLM essay should be human-detectable for the
           | same reasons that one from an essay mill would be.
        
             | Unearned5161 wrote:
             | No matter how intricate and detailed an object is, it will
             | appear similar to any other blurry mess if it's viewed
             | through a shoddy lens.
             | 
             | I think your point stands for upper level work; however, at
             | medium to lower levels, your counterfactual starts to
             | weaken. The ideas have always been there, but it's the
             | ability to express them--well enough to notice their
             | presence--that is not.
        
           | MrDarcy wrote:
           | Is that not pointless now? The point of writing was
           | previously to communicate our thoughts and ideas to other
           | people. Now and going forward that is unnecessary. The most
           | efficient and effective way for us to communicate our
           | thoughts and ideas is to have an agent organize and write
           | them down for us.
        
             | zahlman wrote:
             | Okay, and how does the agent _know_ what your thoughts and
             | ideas are?
        
       | softwaredoug wrote:
       | Maybe I'm less worried. Teachers seem to have adopted.
       | 
       | In my experience educators no longer use AI detectors given the
       | risk of false positives. But some work is obviously lazy AI
       | content. When that happens, educators talk to the student to see
       | if they understand what they wrote.
       | 
       | Teachers cope with more in person writing, oral presentations,
       | defense of what's been written.
       | 
       | If you think out it the pre-AI computing generation is itself
       | anomalous for having ubiquitous access to efficient human-only
       | writing tools. We probably wrote more than previous generations.
       | Early Internet / blogging culture bears this out.
        
         | kjkjadksj wrote:
         | I think peak writing was probably greatest generation. We lost
         | the art of correspondence in the years since.
        
       | jmyeet wrote:
       | The profit motive is corrupting and polluting every level of the
       | education space.
       | 
       | Teachers are being hamstrung on curriculum. The districts enter
       | into contracts that require the use of certain programs for
       | certain amounts of time. We've known for decades (if not a
       | century) that direct instruction works [1] but you can't sell
       | devices, platforms and consulting services that way.
       | 
       | We're literally at the point in education we were in the 1950s
       | when the health benefits of nicotine in your Q zone were lighting
       | up the airwaves.
       | 
       | And generative AI means it's all but impossible to have take home
       | writing assignments. But hey this is another opportunity to sell
       | AI or cheating detection software, that's often just an em-dash
       | detection [2].
       | 
       | We have a generation that gets to college quite possibly having
       | never written a book. social promotion through grades and the
       | constant distraction of electronic devices in classroom settings.
       | I don't even necessarily blame the parents entirely either
       | because we've constructed a society where 2 people need 5 jobs to
       | make ends meet.
       | 
       | And while all this is going on we have a coordinated and well-
       | funded effort to defund public education and move government
       | funds to private schools based on the failing public education
       | that's failing because we defunded it. This is usually backed up
       | by some baloney study that shows charter shcool produce better
       | results that really comes down to charter schools being able to
       | be selective with enrolments while public schools cannot be. Plus
       | we mingle in special education kids into public education because
       | those programs got defunded too.
       | 
       | And really that's just a bunch of already affluent people who
       | want a tax break for doing somethign they were going to do
       | anyway: send their kids to private schools so they don't have to
       | mingle with the poors and aren't taught inconvenient things like
       | human reproduction, critical thinking and self-determination.
       | 
       | And after all of that we just end up teaching kids how to pass
       | standardized tests.
       | 
       | [1]:
       | https://marginalrevolution.com/marginalrevolution/2018/02/di...
       | 
       | [2]: https://medium.com/@brentcsutoras/the-em-dash-dilemma-
       | how-a-...
        
       | throw73838 wrote:
       | > The assignment had been to write an essay about Kurt Vonnegut's
       | Harrison Bergeron--a story about a dystopian society that
       | enforces "equality" by handicapping anyone who excel
       | 
       | Did not this self censorship process started decades ago? There
       | are certain answers expected in academia, arguing for anything
       | else would get you in troubles. Not using "devoid" seems pretty
       | minor inconvenience.
       | 
       | For me biggest wtf is why students are still expected to write
       | graded essays, and to keep this make believe it is somehow useful
       | and applicable skill.
        
         | georgebcrawford wrote:
         | An essay is a good gauge of how one can organise their
         | thoughts, argue a position, respond to a stimulus.
         | 
         | In short it's a good way measure thinking.
        
           | ipcress_file wrote:
           | This -- and you might just learn how to conduct some research
           | along the way.
        
         | ipcress_file wrote:
         | Avoid the theory-heavy disciplines. You won't be told what to
         | think (as often) if you take History and Geography rather than
         | Sociology and Gender Studies.
        
       | carcabob wrote:
       | A few times in some Discord communities, I've been accused of
       | being A.I. because of how I write. Kind of sad and a bit
       | annoying. I also quite like em dashes, but have felt the need to
       | reduce how much I use them.
       | 
       | Glad to see some schools and teachers teach how to use them well,
       | rather than ban them outright.
        
         | ghaff wrote:
         | em-dashes have been house style for where I've worked for over
         | a couple decades. If people don't like it, F them. I'm not
         | going to change how I write because people may think it make me
         | more AI-like.
        
       | kayo_20211030 wrote:
       | Perhaps we should not grade students on weekly, or other
       | occasional, writing during the term or semester.
       | 
       | How about going back to the old system where, apart from
       | experimental lab work, nothing is graded until the end of the
       | term?
       | 
       | All weekly assignments should just be considered prep for _one_
       | exam at the end of the term where the student has an opportunity
       | to demonstrate mastery of the course 's subject matter. They can
       | prepare as they wish, use AI, and even cheat on the homework, but
       | there _will_ be a revelation at the end of the term.
       | 
       | That final test can be proctored, monitored, audited to ensure
       | that whatever words are used are indeed the student's own words.
       | The resulting grade depends on that, and that alone.
       | 
       | The approach of continuous assessment, which to me always seemed
       | suspect and ripe for abuse, was completely broken by the AI tools
       | that are now available.
        
         | thfuran wrote:
         | What exactly would the goal of this change be?
        
           | kayo_20211030 wrote:
           | Ultimately, you ask the student, in one audited test, to
           | demonstrate that they've absorbed the essence of the course
           | material and have developed some level of mastery.
        
             | thfuran wrote:
             | Okay, so the system is designed not to educate but to
             | minimize the time required to determine whether students
             | somehow stumbled into an education?
        
               | jazzyjackson wrote:
               | ???
               | 
               | Do you only learn when you're being graded?
        
               | Retric wrote:
               | If the change is not designed to educate the student,
               | then the point isn't education.
               | 
               | As a general rule when changing complex systems, you
               | sacrifice what you aren't trying to optimize. If you make
               | a random change to a car without consideration for gas
               | mileage it's very likely to reduce gas mileage.
        
               | jazzyjackson wrote:
               | Schools are not merely in the business of maximizing
               | education, they have their own prestige to uphold, and
               | they would like to give degrees with their name on it to
               | students who have actually upheld their end of the
               | contract.
               | 
               | (The other side of that contract is, kids are not merely
               | attending schools to learn, but to earn a degree that
               | carries some degree of prestige)
        
           | jazzyjackson wrote:
           | To have end of semester grades be determined by work that is
           | done by the student, not through weekly assignments where
           | it's trivial to cheat
        
             | thfuran wrote:
             | To what end? Not cheating on the weekly assignments is
             | surely more beneficial to learning than cheating on them
             | is, but I don't see how removing the assignments altogether
             | would help students learn.
        
               | kayo_20211030 wrote:
               | If you nail the one exam, you get an A+. If you fail it,
               | you get an F. In between, you get what your score says
               | you get.
        
               | thfuran wrote:
               | I understand the proposed grading system but not the
               | reason for selecting that particular system.
        
               | kayo_20211030 wrote:
               | It's a crude blade to avoid the issues of AI pollution of
               | weekly submissions, of which few teachers have much
               | confidence that the submission itself was actually
               | written by the student - who's assumed to be learning
               | something.
               | 
               | The OP was about students dumbing down their own work to
               | avoid AI detectors ratting them out. That seems like a
               | big loss.
        
             | jupp0r wrote:
             | And what would the goal of that be? I thought the goal of
             | education was... education. The grading is not goal in
             | itself. Will this really motivate kids to do better?
        
               | kayo_20211030 wrote:
               | It's to prove that a student is actually educated and has
               | a firm grasp of the course material. If one gets an A
               | every week on AI-assisted submissions, can one make such
               | a claim? And can a teacher make the claim that they've
               | achieved any actual education of the student?
               | 
               | A grade, on a single proctored test, is a crude metric,
               | but at least it would be a brutally fair one.
        
         | j-bos wrote:
         | Throw in some oratory presentations as well and that sounds
         | like a curriculum.
        
           | kayo_20211030 wrote:
           | Yes. That's fair. Students should know, up front, what
           | they're supposed to learn.
        
         | abathur wrote:
         | I don't disagree with you that a reasonable way to cope with
         | the current problems is to ensure everything that "counts" is
         | done in a controlled environment, but pedagogy and its goals
         | are vast.
         | 
         | There are things you learn from spending several days
         | structuring a 20-page argument that you will not learn (and
         | cannot assess) from oral examination or a 5-paragraph essay
         | written in a blue book.
        
           | kayo_20211030 wrote:
           | If you have spent several days structuring a 20 page argument
           | in October on any topic you'll have learnt a great deal about
           | the subject matter. When you get to the exam hall in, say,
           | May it will stand to you.
           | 
           | That knowledge _will_ show up in the blue book vis-a-vis the
           | other exam candidates.
        
             | ipcress_file wrote:
             | This assumes that the assignments and the exam cover the
             | same material. That's not always the case.
        
               | kayo_20211030 wrote:
               | That would be _really_ poor course design :-)
        
               | abathur wrote:
               | There are many disciplines in which students work on
               | effectively distinct projects.
               | 
               | For example, the life-changingly-well-designed
               | newswriting course I took in college assigned every
               | single student a different story to spend several weeks
               | reporting out so that we wouldn't all be out harassing
               | the same poor people for interviews.
        
               | kayo_20211030 wrote:
               | Genuinely interested. What was the final like? This seems
               | more in the experimental science (ok, journalism)
               | category. I may have to adjust my thinking to be more
               | expansive and also include things like "vocational".
        
             | abathur wrote:
             | Sure--yes--the student will learn _something_ if they
             | actually wrote a 20-page paper on some given topic. But how
             | are you going to evaluate _their ability to compose the
             | 20-page argument_?
             | 
             | I would prefer not to be confrontational here, but I am
             | having a hard time imagining that you've deeply considered
             | the pedagogy of how to teach and evaluate students on
             | squishy skills like this.
             | 
             | Knowing a bunch of facts about something is a world apart
             | from structuring a compelling in-depth argument about it.
        
               | kayo_20211030 wrote:
               | In the simplest case, where we'll say the exam question
               | was precisely the topic of the 20 page paper, the
               | candidate would be golden. Of course, it's unlikely in a
               | 3 hr. exam that you'll be asked to write a 20 page
               | response; but in edited form, you could definitely
               | produce three cogent pages about some particular aspect
               | of the original paper - _if_ you 've done the work. If
               | _you_ truly wrote the 20 page paper, you can surely
               | produce three literate, cogent, responsive and topical
               | pages.
        
           | b800h wrote:
           | But there's no reason to expect that work to be graded. It
           | should be a learning exercise which trains skills later
           | tested under exam conditions.
        
         | eudamoniac wrote:
         | Schools stopped doing that because students largely refuse to
         | prepare. Testing throughout the year is like a CI pipeline and
         | is shown to work better for the median student.
        
           | kayo_20211030 wrote:
           | Students are neither generally stupid nor constitutionally
           | lazy. I sense that when expectations are clear they'll often
           | surprise you with diligence. We should trust them to do the
           | right thing. If they do, it's an A; and if not, it's less
           | than that.
        
             | eudamoniac wrote:
             | I'm not sure what public school system has instilled that
             | confidence in you, but it musn't have been mine. I'm also
             | not sure why you think clear expectations about an end of
             | year test will lead to better results than clear
             | expectations about multiple spaced out tests. The data
             | shows that it doesn't.
        
             | csa wrote:
             | > I sense that when expectations are clear they'll often
             | surprise you with diligence.
             | 
             | Data does not support your sense.
             | 
             | Most students do not have good time management skills,
             | usually because they have no models and/or have not been
             | taught these skills.
             | 
             | Furthermore, continuous feedback, whether graded or not,
             | has been found to be more effective than one-shot feedback.
             | 
             | Evaluation and assessment is a complex topic towards which
             | many people (not necessarily you) want to take an overly
             | simplified approach.
             | 
             | There are trade offs for any system that is chosen. The
             | organizations providing the grades have to decide what
             | their priorities are (e.g., time, accuracy, etc.).
        
           | mikkupikku wrote:
           | I think if they offered a proctored do-over a week later, the
           | bad results on the first test might prompt them to make an
           | attempt at studying for the next week, and the prospect of
           | having to sit through two tests and getting shamed for having
           | to do-over might prompt people to actually study for the
           | first test.
        
         | khazhoux wrote:
         | > one exam at the end of the term where the student has an
         | opportunity to demonstrate mastery of the course's subject
         | matter. The resulting grade depends on that, and that alone.
         | 
         | I love this idea. And if a student is having a really bad day,
         | or their dog just died, or they have bad cramps, or they have a
         | hard time dealing with the intense stress of your entire grade
         | being decided in one exam... well, those loser students can
         | just fuck right off.
        
           | kayo_20211030 wrote:
           | Would you design a system to assess knowledge, avoiding the
           | distortions of AI on weekly submissions, according to the
           | general case or the exceptional case?
           | 
           | Accommodations are part of the fabric already. It doesn't
           | seem inconceivable that we couldn't deal with them in
           | exceptional circumstances in a similar way to how it's done
           | today.
        
             | khazhoux wrote:
             | How do you propose to avoid "distortions of AI" in your
             | mega-examination?
             | 
             | ... well then, why not use those same protections
             | (proctoring, monitoring, auditing) in continuous
             | examination?
        
             | reshlo wrote:
             | How it's done today is that they rely on your other marks
             | from earlier in the semester to inform how your exam grade
             | should be adjusted. That doesn't work if there are no other
             | marks to use.
        
               | kayo_20211030 wrote:
               | Yes. There will be no other marks available for adjusting
               | a final grade. One test, one mark. One knows the stuff,
               | or one doesn't.
               | 
               | Accommodations are real and necessary, but applied at the
               | end.
               | 
               | (Experimental sciences are an exception)
        
           | MaKey wrote:
           | That's how it was for me - one exam per course at the end of
           | each semester. To qualify for the exam you had to do take-
           | home assignments. Didn't pass? Try again next semester. Was
           | it easy? Hell no, but I learned a lot.
        
         | snyp wrote:
         | This approach does not really solve the core issue. In
         | practice, students often do poorly when evaluation is
         | concentrated in one end of term exam. It also pushes many
         | students to cram at the end of the term instead of learning
         | steadily.
         | 
         | A better approach is to rethink what we assess and how we
         | assess it. Research shows that the design of assessments plays
         | an important role in academic integrity. Assignments that
         | require original thinking and regular engagement can reduce
         | incentives to cheat and improve learning outcomes.
         | 
         | https://www.sciencedirect.com/science/article/abs/pii/S22119...
        
           | varjag wrote:
           | It's a noble motivation (and not even unrealistic _in 2015_ )
           | but what you'll get would still be generative output.
           | 
           | If the only remedy is monitored end of term exams, so be it.
        
             | catlifeonmars wrote:
             | What exactly is that remediating? I don't think that
             | approach solves the problem of helping kids learn better.
        
             | snyp wrote:
             | Err why can't there be weekly monitored exams in class?
        
           | gmadsen wrote:
           | then they fail. We are talking about adults.
        
             | ufo wrote:
             | Students are also people. If we're managing a software
             | project, a single deadline at the end is sure to suffer
             | from delays. It's better to split things into shorter
             | deliverables with more frequent feedback.
        
         | b800h wrote:
         | Came here to say the same thing. The AI problem is functionally
         | no different to the paid essay writers. Grade everything at
         | face value, and then have people write essays under exam
         | conditions for grading.
        
         | limagnolia wrote:
         | Why a single test at the end of the semester? Why not allow the
         | student to demonstrate mastery at anytime during the semester
         | when they are ready? Then they can move on to the next
         | objective, or, if they fall short, continue to study until they
         | meet the objectives.
         | 
         | Of course, creating good exams is difficult, but you have to do
         | that either way.
        
         | DrewADesign wrote:
         | I got diagnosed with cancer just before finals in the first
         | semester of my senior year. Sure, it kill my chances at
         | graduating Summa Cum Laude, and I didn't make the Dean's list
         | that semester even though I worked my ass off, as usual.
         | Frustrating, but that's life. I should _not_ , however, have
         | failed that semester, which I would have if only the final
         | week's assignments were counted. People have bad weeks. In most
         | white collar jobs I'd have probably been able to take some time
         | for myself, maybe given someone else my most urgent tasks, and
         | likely been given plenty of leeway. Even doctors, lawyers, etc.
         | People deserve to have bad weeks without losing months of work.
        
         | armchairhacker wrote:
         | Why not multiple exams? In fact, why not many exams?
         | 
         | Sure, it requires more resources, but it shouldn't require much
         | more:
         | 
         | - We've had multiple exams before AI, and I don't see how AI
         | makes it any harder. Obviously these are closed-book
         | 
         | - Schools should already be banning phones in class (and
         | colleges have insane tuitions, they can afford more exams)
         | 
         | - The students who go out of their way to cheat - as long as
         | they're a minority, let them. Why not? Either they'll fail
         | later in life, or they didn't need to learn the material
         | because they're pathological fakers (even if you won and forced
         | them to learn the material, they'd probably still fake their
         | way out of using it). Then, I doubt you need much proctoring to
         | ensure that _most_ students don 't cheat, because most of the
         | smart students are generally smart enough to know that actually
         | learning the material is probably important (or if the material
         | is probably not important, it doesn't matter if the students
         | all cheat...)
         | 
         | Meanwhile, downsides of one exam:
         | 
         | - Disadvantages students who get overly stressed about
         | unrecoverable exams, or have a particularly bad day on the exam
         | 
         | - Many students will blow off the (ungraded) assignments and
         | put off actually learning until the end
         | 
         | - Less graded content (especially if the exam isn't overly
         | long, which would disadvantage some students)
        
           | BeetleB wrote:
           | Indeed. Many of my technical undergrad courses were very exam
           | heavy. Typically 3-5 midterms and one final. Sometimes the
           | final was as little as 10% of the grade. The idea was that if
           | you'd done well throughout the semester you can relax during
           | finals weeks.
           | 
           | Homework was assigned but not graded.
           | 
           | Periodic tests is the way to go.
           | 
           | I hated courses where the final was more than 30%. Forget
           | 100%.
        
         | nz wrote:
         | Even before LLMs, there was a _lot_ of deception and cheating
         | in university. I -- and I do not say this with pride -- used to
         | write essays for my classmates for money. In my own defense, I
         | needed the money. I also know that in addition to homework for
         | money, many fraternities and sororities kept copies of prior
         | exams and assignments, and getting access to these was one of
         | the perks of membership. Knowing what kind of questions to
         | expect (let alone the exact questions) can easily give someone
         | a few extra IQ points for free.
         | 
         | Personally, I felt that the drive to automate the parts of the
         | professors' workloads that mattered (i.e. teaching and grading
         | and evaluation and research), only so that they can be given
         | work that matters less the more they do it (i.e. publishing
         | slightly different flavors of the same paper, to meet KPIs),
         | was oddly perverse.
         | 
         | The multiple-choice test and the puzzle-solving test and really
         | any standardized test can be exploited by any group that is
         | sufficiently organized. This is also true in corporate
         | interviewing where corporations think (or pretend) that they
         | are interviewing an individual, whereas they are actually
         | interviewing a _network_ of candidates who share details about
         | the interviewers and the questions. I know people who got
         | rejected in spite of getting all the interview questions
         | correct (the theory is that nobody can do that well, so they
         | must have had help from previously rejected/accepted
         | candidates).
         | 
         | The word "trust" shares a root with the word "tree" and "truth"
         | and "druid". Most exams and interviews are trying to speed-run
         | trust-building (note that "verification" is from the latin word
         | that means "true"). If trust and truth are analogous to "tree",
         | then we are trying to speed-run the growth of a tree -- much
         | like the orange tree, in the film, _The Illusionist_. And like
         | the orange tree, it is a near-complete illusion, a ritual meant
         | to keep the legal department and HR department happy.
         | 
         | The LLMs have simply made the corruption of academia accessible
         | to _all_ students with an internet connection (EDIT: and
         | instantaneous and cheap, unlike a human writer).
         | 
         | There has never been a shortcut to building trust. One cannot
         | LLM their way into being a (metaphorical) druid.
         | 
         | I do not look forward to the Voight-Kampff tests that will come
         | to dominate all aspects of online and asynchronous human
         | interaction.
         | 
         | Note that, short of homework/classwork that _can't_ be gamed by
         | an LLM (for some fundamental reason), even the high-quality
         | honest students will be forced to cheat, so as to not be
         | eclipsed by the actual low-quality cheating students[0].
         | 
         | I imagine that we may end up wrapping around to live in-person
         | dialectics, as were standard in the time of Socrates and
         | Parmenides[1]. If so, this should be fun.
         | 
         | [0]: If left unaddressed, we may see a bimodal distribution of
         | great and terrible students graduating college, with those in
         | between dropping out. If college is an attempt to categorize
         | and rank a population, this would be a major fault in that
         | mechanism.
         | 
         | [1]: Not to the exclusion of the other kinds of tests, writing
         | is still important, critical even. But as a kind of
         | verification-step, that should inform how much the academic
         | community should trust the writing (I can imagine that all the
         | writers here are experiencing stage-fright as they are reading
         | these words).
        
         | ufo wrote:
         | Students are very grade-motivated and unfortunately they rarely
         | do the homework assignments if they are not worth points.
         | 
         | At-home coding projects, writing essays, etc also exercise
         | different skiils than you can test for in a 2 hour written
         | exam. It's unfortunate that due to rampant AI cheating, we can
         | no longer reward the students who put in the work and develop
         | these skills.
        
         | upboundspiral wrote:
         | The purpose of grades is to punish students, something which
         | they are keenly aware of. Remove grades from the equation and
         | hold students back until they have mastered the material and
         | they will cease cheating.
         | 
         | If someone knows 80% of the topics on an exam like the back of
         | their hand and doesn't know the other 20% they shouldn't get a
         | B, they should pass the subjects they know and be asked to
         | retake and relearn the subjects they don't know.
         | 
         | When people know they can make mistakes and the result is not a
         | perpetual black mark on their record (any grade not an A) but
         | they are given the chance to improve and demonstrate this
         | improvement then perhaps they might be more willing to admit
         | and understand mistakes instead of cheating.
        
       | etempleton wrote:
       | When I was in high school I was a better writer when I had time
       | (versus in class) and generally a better writer than I was a
       | student. The net result was fairly often being accused of
       | plagiarism. Not because the teacher had proof(I never
       | plagiarized), but because the teacher couldn't believe I could
       | write to the level I sometimes wrote at on take home assignments.
       | Admittedly, I was a wildly inconsistent student.
       | 
       | This reminds me a bit of that. AI writing is--in many ways--
       | objectively very good, but that doesn't matter if no one thinks
       | you wrote it. AI writing is boring exactly because it is
       | consistent and like any art form people want to see something
       | original.
        
       | Zigurd wrote:
       | The core of the problem the article is about isn't AI or LLMs,
       | it's about scam software that claims to catch cheating. It's crap
       | for the same reasons that crime predictions software is crap.
       | It's selling a panacea, and that kind of product inherently
       | attracts scammers.
       | 
       | If your school uses software to detect AI writing, that's a
       | problem with the quality of your school. The people choosing that
       | software are too stupid to be running a school. The software
       | isn't going to get any better.
        
         | lich_king wrote:
         | I'm always startled about how HN approaches these topics. When
         | we have a press release from a university about how researchers
         | can detect thoughts via fMRI, we have no issue with the claim.
         | But if a vendor makes a pretty believable claim that there are
         | repetitive statistical patterns in LLM output, it's all of
         | sudden treated the same as palm reading.
         | 
         | The problem isn't that AI detection doesn't work. State of the
         | art in this field is pretty solid. The only issue is that it's
         | probabilistic, so it sometimes fails, and when it does, _we
         | have nothing else_ in situations where you actually want to
         | know if someone put in the work.
         | 
         | So what are you proposing, exactly? That we run a large-scale
         | experiment of "let's see what happens if children don't
         | actually need to learn to do thinking and writing on their
         | own"? The reality is that without some form of compulsion, most
         | kids would rather play video games / scroll through TikTok all
         | day. Or that we move to a vastly more resource-intensive model
         | where every kid is given personalized instruction and watched
         | 1:1?
        
           | Zigurd wrote:
           | >> _But if a vendor makes a pretty believable claim that
           | there are repetitive statistical patterns in LLM output, it
           | 's all of sudden treated the same as palm reading._
           | 
           | That's what fortunetellers do. The problem isn't guessing
           | correctly about AI content in writing. The problem is false
           | positives. That's what puts it in the same category is
           | predictive policing scam software. And fortunetelling.
        
             | lich_king wrote:
             | It has nothing to do with predictive policing. I don't
             | understand this example, it has nothing to do with
             | detecting intent. You're looking for evidence of a past
             | misdeed.
             | 
             | False positive and false negative rates are non-zero, as
             | with almost anything, but the tools are pretty good. I
             | encourage you to give them a try. Pangram is a good state-
             | of-the-art choice and you can try it for free. They also
             | publish evals and other data about their approach.
        
           | PufPufPuf wrote:
           | Eliminating any statistically significant difference between
           | a high-quality human-written text and LLM-written text is
           | exactly what the LLMs are being trained for. At this point,
           | "text is low quality, therefore must be human" is a much
           | stronger signal.
        
             | lich_king wrote:
             | > Eliminating any statistically significant difference
             | between a high-quality human-written text and LLM-written
             | text is exactly what the LLMs are being trained for.
             | 
             | I think you're basing this off a fundamental
             | misunderstanding of what these detectors look for. LLMs
             | generate human-like text, but they also generate _roughly
             | the same style and content every time for a given prompt_ ,
             | modulo some small amount of nondeterminism. In essence,
             | they are a very predictable human. Ask Gemini or ChatGPT
             | ten times in a row to write an essay about why AI is
             | awesome, and it will probably strike about the same tone
             | every single time, with similar syntax, idioms, etc.
             | 
             | This is what these tools detect: the default output of "hey
             | ChatGPT, write me a school essay about X". This can be
             | evaded with clever prompting to assume a different writing
             | personality, but there's only so much evasion you can do
             | without making the text weird in other ways.
        
           | wongarsu wrote:
           | You can detect if texts from a year ago used AI based on
           | statistical patterns. Nobody is taking issue with that. But
           | once you tell people "we will run these tests to detect if
           | your future submissions are using AI" you create an
           | adversarial environment and your statistical methods will
           | continuously break. Not because statistics is broken, but
           | because you are trying to hit a moving target that doesn't
           | want to be hit.
           | 
           | That's not like detecting thoughts via fMRI, it's like
           | detecting tomorrows malware with yesterday's malware
           | signatures. Or like researchers making a vaccine against the
           | common cold
           | 
           | And the obvious proposal to fix that has been made multiple
           | times in this thread: don't make take-at-home tasks part of
           | the grade. Instead of trying to punish what you can't
           | reliably detect, take away the incentive to do it in the
           | first place
        
             | oytis wrote:
             | > you create an adversarial environment
             | 
             | Do AI vendors specifically train models to circumvent AI
             | detectors? Why would they?
        
             | lich_king wrote:
             | > You can detect if texts from a year ago used AI based on
             | statistical patterns.
             | 
             | I don't understand your argument. The vendors for these
             | detection tools can acquire recent samples from all
             | frontier models just as easily as you can use them to write
             | essays. There's nothing that requires a one-year delay.
        
           | armchairhacker wrote:
           | > When we have a press release from a university about how
           | researchers can detect thoughts via fMRI, we have no issue
           | with the claim.
           | 
           | Different people. I for one have always claimed that fMRI is
           | too coarse-grained for detailed thought detection.
           | 
           | If AI detection "sometimes fails", it doesn't "work". It
           | works well enough to convict someone with other evidence, but
           | when there's no other evidence nor an attempt to get any, it
           | has no good use.
           | 
           | What I propose is simple: grade only closed-book exams, and
           | hold students' phones during the exams. Students don't need
           | 1:1 monitoring, it's the same as 10-20 years ago.
        
         | abathur wrote:
         | Does crapping on the average school's deep well of expertise
         | for evaluating how effectively AI software solutions address
         | their problems somehow fix the underlying problem (that the
         | cost of catching cheaters is significantly higher than the cost
         | of cheating)?
         | 
         | (This is roughly the same problem as evaluating software that
         | only does an approximation of what it claims to do.)
         | 
         | (Aside: AI-based variations on this theme are in the early
         | stages of proliferating across our society. They're being
         | developed by many people using this forum and being sold to our
         | schools, businesses, governments, and other organizations with
         | little regard to whether they actually do what they claim.)
        
       | jupp0r wrote:
       | Sounds like a great opportunity for kids in high school to learn
       | how to feed back the AI detection results into the model and have
       | this process be automated. Next level would be fine tuning the
       | model via reinforcement learning and sharing it with your friends
       | via Hugging Face.
        
       | with wrote:
       | nobody's asking who profits from false positives. these AI
       | detection vendors have a direct financial incentive to flag
       | aggressively. more flags = "more value" = more school contracts
       | renewed. same playbook as selling antivirus to your grandma. sell
       | fear, charge per seat, and make the false positive rate someone
       | else's problem.
        
         | ipcress_file wrote:
         | Do you have any evidence to back this up or is it speculative?
         | 
         | My institution subscribes to TurnItIn's AI detector. The
         | documentation is quite clear that the system is tuned in a
         | manner that produces a significant number of false negatives
         | and minimizes false positives. They also state that they don't
         | report anything under "20% AI-generated" content.
         | 
         | So the marketing I've seen is intended to reassure skittish
         | administrators that the software is not going to generate false
         | accusations.
         | 
         | That being said, I have no idea whether the marketing claims
         | are true. The software is a black box.
        
       | tliltocatl wrote:
       | Define "worse". I absolutely hated this formal essay style even
       | before LLMs were a thing. All these "on the other side", "in
       | conclusion" patterns with loads of generics of doesn't convey
       | anything useful. And they make it really hard to tell if the
       | writer is pretending to know anything or actually knows their
       | shit but don't know how to write so that doesn't sound like an
       | essay assignment. Good riddance.
       | 
       | On a side note: the fixed-pattern essay thing seems to be an
       | American invention, or at least popularized by the American
       | education system.
        
       | jccc wrote:
       | We're also training young people to get used to being surveilled
       | by automated black-box tools, and to accept serious real-world
       | consequences from their judgements.
       | 
       | These kinds of things are novel to us and deserving skepticism,
       | but become just the world we live in to them.
        
       | delichon wrote:
       | I was exploring ai porn, for science, and noticed another
       | perverse incentive. I tried to prompt for a naked man and woman
       | standing next to a pool, but could not get it to generate that
       | image. Instead it insisted that the two characters must be having
       | enthusiastic penetrative sex. A dozen prompts could not escape
       | that strange attractor of porn.
       | 
       | It turns out to be built into the training data. The diffusion
       | model just doesn't have many references of naked people not
       | embedded in porn tropes, so it autocompletes porn.
       | 
       | Online moderation of generated images have the same weird
       | incentive. Since real people seldom film themselves having sex, a
       | naked person not having sex is a red flag for a possible real
       | person, and gets moderated more strongly.
       | 
       | So in the new world, well written sentences are a handicap and
       | nudity is generally accompanied by an exchange of fluids.
        
       | tl2do wrote:
       | Training students to write a single theme in multiple styles--
       | including intentionally "bad" writing--is "originally" a great
       | educational method. It teaches real composition by helping
       | students understand what works and what doesn't. It builds good
       | criteria in students.
       | 
       | But, the article's focus on writing "worse" for AI detectors
       | misses what is important. Trying to distinguish humans from
       | machines does not develop student capability. In fact, it's a
       | fleeting technique because AI writing styles will vary and
       | improve over time.
        
       | _HMCB_ wrote:
       | Amazing article. Tech bros need to think less like machines.
        
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