[HN Gopher] I'd rather read the prompt
       ___________________________________________________________________
        
       I'd rather read the prompt
        
       Author : claytonwramsey
       Score  : 1305 points
       Date   : 2025-05-04 19:17 UTC (1 days ago)
        
 (HTM) web link (claytonwramsey.com)
 (TXT) w3m dump (claytonwramsey.com)
        
       | kookamamie wrote:
       | We offloaded our memory to Google and then our writing to LLMs.
       | 
       | There's too much information in the World for it to matter, I
       | think is the underlying reason.
       | 
       | As an example, most enterprise communication nears the levels of
       | noise in its content.
       | 
       | So, why not let a machine generate this noise, instead?
        
         | bost-ty wrote:
         | I hear you. But in this case, it seems like the author was
         | mostly referencing academic uses of LLMs for either writing
         | assignments or reviewing (academic) papers. Enterprise
         | communications have their own carefully set requirements, but
         | often they aren't meant to be instructive to the person writing
         | them (assignments) or enhancing an existing corpus of knowledge
         | (academic papers, optimistically).
        
       | Tteriffic wrote:
       | If you ask, just show me the prompts, you will invariable just
       | get llm generated sets of prompts.
        
         | necovek wrote:
         | The request is not the one that would happen in real life, it's
         | rather trying to point out where the actual _value_ is.
        
         | jama211 wrote:
         | As long as they provide the prompt and output combo, and the
         | output solves the requirements of the assignment, I don't see
         | the difference. Half the students are probably asking the llm
         | for prompt help also anyway.
         | 
         | I'd argue that making students give generic regurgitated info
         | as an assignment is the actual issue. Make a good assignment...
        
       | bost-ty wrote:
       | I like the author's take: it isn't a value judgement on the
       | individual using ChatGPT (or Gemini or whichever LLM you like
       | this week), it's that the thought that went into making the
       | prompt is, inevitably, more interesting/original/human than the
       | output the LLM generates afterwards.
       | 
       | In my experiments with LLMs for writing code, I find that the
       | code is objectively garbage if my prompt is garbage. If I don't
       | know what I want, if I don't have any ideas, and I don't have a
       | structure or plan, _that 's_ the sort of code I get out.
       | 
       | I'd love to hear any counterpoints from folks who have used LLMs
       | lately to get academic or creative writing done, as I haven't
       | tried using any models lately for anything beyond helping me
       | punch through boilerplate/scaffolding on personal programming
       | projects.
        
         | Herring wrote:
         | In my experience Gemini can be really good at creative writing,
         | but yes you have to prompt and edit it very carefully (feeding
         | ideas, deleting ideas, setting tone, conciseness, multiple
         | drafts, etc).
         | 
         | https://old.reddit.com/r/singularity/comments/1andqk8/gemini...
        
           | CuriouslyC wrote:
           | I use Gemini pretty much exclusively for creative writing
           | largely because the long context lets you fit an entire
           | manuscript plus ancillary materials, so it can serve as a
           | solid beta reader, and when you ask it to outline a chapter
           | it is very good at taking the events preceding and following
           | into account. It's hard to overstate the value of having a
           | decent beta reader that can iteratively review your entire
           | work in seconds.
           | 
           | As a side note, I find the way that you interact with a LLM
           | when doing creative writing is generally more important than
           | the model. I have been having great results with LLMs for
           | creative writing since ChatGPT 3.5, in part because I
           | approach the model with a nucleus of a chapter and a concise
           | summary of relevant details, then have it ask me a long list
           | of questions to flesh out details, then when the questions
           | stop being relevant I have have it create a narrative outline
           | or rough draft which I can finish.
        
             | Herring wrote:
             | Interesting. I think I'm a better editor so I use it as a
             | writer, but it makes sense that it works the other way too
             | for strong writers. Your way might even be better, since
             | evaluating a text is likely easier than constructing a good
             | text (Which is why your process worked even back with 3.5).
        
               | robotbikes wrote:
               | I have a horrible time editing my own work. Decision
               | paralysis and what not, but I did have the idea that a
               | good way to practice would be editing the content of LLM
               | generated fictional narratives. I think the point that
               | many are making that LLMs are useful as cognitive aids
               | that augment thinking rather than replacements for
               | thinking. They can be used to train your mind by
               | inspiring thoughts you wouldn't have came up with on your
               | own.
        
         | vunderba wrote:
         | This is the _CRUX_ of the issue. Even with SOTA models (Sonnet
         | 3.5, etc) - the more open-ended your prompt - the more banal
         | and generic the response. It 's GIGO turtles all the way down.
         | 
         | I pointed this out a few weeks ago with respect to why the
         | _current state_ of LLMs will never make great campaign creators
         | in Dungeons and Dragons.
         | 
         | We as humans don't need to be "constrained" - ask any competent
         | writer to sit quietly and come up with a novel story plot and
         | they can just do it.
         | 
         | https://news.ycombinator.com/item?id=43677863
         | 
         | That being said - they can still make _AMAZING_ soundboards.
         | 
         | And if you still need some proof, crank the temperature up to
         | 1.0 and pose the following prompt to _ANY_ LLM:
         | Come up with a self-contained single room of a dungeon that
         | involves an        unusual puzzle for use with a DND campaign.
         | Be specific in terms of the        puzzle, the solution, layout
         | of the dungeon room, etc. It should be totally        different
         | from anything that already exists. Be imaginative.
         | 
         | I guarantee 99% of the returns will return a very formulaic
         | physics-based puzzle response like "The Resonant Hourglass", or
         | "The Mirror of Acoustic Symmetry", etc.
        
           | Nezteb wrote:
           | Out of curiosity, I used your prompt but added "Do not make
           | it a very formulaic physics-based puzzle."
           | 
           | The output is pretty non-sensical:
           | https://pastebin.com/raw/hetAvjSG
        
             | HPsquared wrote:
             | It is totally different from anything that exists. It
             | fulfils the prompt, I suppose! It has to be crazy so you
             | can be more certain it's unique. The prompt didn't say
             | anything about it being _good_.
        
             | Y_Y wrote:
             | I liked the puzzle and I think I could DM it.
        
               | Aeolun wrote:
               | Hardest part is 'combining emotions on the mesh' and all
               | the realizations involved. You can do your own thing with
               | the setup alone though.
        
               | Nezteb wrote:
               | Yeah this was the part I found a little silly, mostly
               | because I just couldn't visualize what that mesh looked
               | like or how I would describe how to operate it.
        
           | johnfn wrote:
           | > I guarantee 99% of the returns will return a very formulaic
           | physics-based puzzle response like "The Resonant Hourglass"
           | 
           | Haha, I was suspicious, so I tried this, and I indeed got an
           | hourglass themed puzzle! Though it wasn't physics-based -
           | characters were supposed to share memories to evoke emotions,
           | and different emotions would ring different bells, and then
           | you were supposed to evoke a certain type of story. Honestly,
           | I don't know what the hourglass had to do with it.
        
           | sillysaurusx wrote:
           | Temperature 1.0 results are awful regardless of domain. 0.7
           | to 0.8 is the sweet spot. No one seems to believe this till
           | they see for themselves.
        
           | WatchDog wrote:
           | When using Claude Sonnet 3.7 for coding, I often find that
           | constraints I add to the prompt, end up producing unintended
           | side effects.
           | 
           | Some examples:
           | 
           | - "Don't include pointless comments." - The model doesn't
           | keep track of what it's doing as well, I generally just do
           | another pass after it writes the code to simplify things.
           | 
           | - "Keep things simple" - The model cuts corners(often
           | unnecessarily) on things like type safety.
           | 
           | - "Allow exceptions to bubble up" - Claude deletes existing
           | error handling logic. I found that Claude seems to prefer
           | just swallowing errors and adding some logging, instead of
           | fixing the underlying cause of the error, but adding this to
           | the prompt just caused it to remove the error handling that I
           | had added myself.
        
           | chipsrafferty wrote:
           | # The Synesthetic Challenge Chamber
           | 
           | ## Room Layout
           | 
           | The room is a simple 30-foot square with a single exit door
           | that's currently sealed. In the center sits a large stone
           | cube (roughly 5 feet on each side) covered in various
           | textured surfaces - some rough like sandpaper, others smooth
           | as glass, some with ridged patterns, and others with soft
           | fabric-like textures.
           | 
           | Around the room, six distinct scent emitters are positioned,
           | each releasing a different aroma (pine, cinnamon, ocean
           | breeze, smoke, floral, and citrus). The room is otherwise
           | empty except for a small stone pedestal near the entrance
           | with a simple lever.
           | 
           | ## The Puzzle Concept
           | 
           | This puzzle operates on "synesthetic translation" -
           | converting sensory experiences across different senses. The
           | core concept is entirely verbal and tactile, making it fully
           | accessible without visual components.
           | 
           | ## How It Works
           | 
           | When players pull the lever, one of the scent emitters
           | activates strongly, filling the room with that particular
           | aroma. Players must then approach the central cube and touch
           | the texture that corresponds to that smell according to a
           | hidden synesthetic logic.
           | 
           | The connection between smells and textures follows this
           | pattern: - Pine scent - ridged texture (like tree bark) -
           | Cinnamon - rough, granular texture (like spice) - Ocean -
           | smooth, undulating surface (like waves) - Smoke - soft,
           | cloudy texture (like mist) - Floral - velvet-like texture
           | (like petals) - Citrus - bumpy, pitted texture (like orange
           | peel)
           | 
           | After correctly matching three smell-texture pairs in
           | sequence, the door unlocks. However, an incorrect match
           | causes the lever to reset and a new random smell to emerge.
           | 
           | ## Communication & Accessibility
           | 
           | The DM describes the smells verbally when they're activated
           | and can describe the various textures when players explore
           | the cube by touch. The entire puzzle can be solved through
           | verbal description, touch, and smell without requiring sight.
           | 
           | For extra accessibility, the DM can add: - Distinct sounds
           | that play when each scent is released - Textured surfaces
           | that have subtle temperature differences - Verbal clues
           | discovered through successful matches
           | 
           | ## What Makes This Unique
           | 
           | This puzzle uniquely relies on cross-sensory associations
           | that aren't commonly used in dungeons. It: - Doesn't rely on
           | visuals at all - Uses smell as a primary puzzle component
           | (rare in D&D) - Creates unusual connections between different
           | senses - Has no mathematical, musical, or traditional riddle
           | elements - Can be experienced fully regardless of vision
           | status - Creates interesting roleplaying opportunities as
           | players discuss how different scents "feel" texturally
           | 
           | For the DM, it's easy to describe and implement while still
           | being conceptually unique. Players solve it through
           | discussion, exploration, and experimentation rather than
           | recalling common puzzle patterns.
        
         | echelon wrote:
         | > I'd love to hear any counterpoints from folks who have used
         | LLMs lately to get academic or creative writing done
         | 
         | I commented in another thread. We're using image and video
         | diffusion models for creative:
         | 
         | https://www.youtube.com/watch?v=H4NFXGMuwpY
         | 
         | Still not a fan of LLMs.
        
         | buu700 wrote:
         | I think the author has a fair take on the types of LLM output
         | he has experience with, but may be overgeneralizing his
         | conclusion. As shown by his example, he seems to be narrowly
         | focusing on the use case of giving the AI some small snippet of
         | text and asking it to stretch that into something less
         | information-dense -- like the stereotypical "write a response
         | to this email that says X", and sending that output instead of
         | just directly saying X.
         | 
         | I personally tend not to use AI this way. When it comes to
         | writing, that's actually the exact inverse of how I most often
         | use AI, which is to throw a ton of information at it in a large
         | prompt, and/or use a preexisting chat with substantial relevant
         | context, possibly have it perform some relevant searches and/or
         | calculations, and then iterate on that over successive prompts
         | before landing on a version that's close enough to what I want
         | for me to touch up by hand. Of course the end result is clearly
         | shaped by my original thoughts, with the writing being a mix of
         | my own words and a reasonable approximation of what I might
         | have written by hand anyway given more time allocated to the
         | task, and not clearly identifiable as AI-assisted. When working
         | with AI this way, asking to "read the prompt" instead of my
         | final output is obviously a little ridiculous; you might as
         | well also ask to read my browser history, some sort of
         | transcript of my mental stream of consciousness, and whatever
         | notes I might have scribbled down at any point.
        
           | satisfice wrote:
           | If you present your AI-powered work to me, and I suspect you
           | employed AI to do any of the heavy lifting, I will
           | automatically discount any role you claim to have had in that
           | work.
           | 
           | Fairly or unfairly, people (including you) will inexorably
           | come to see anything done with AI as ONLY done with AI, and
           | automatically assume that anyone could have done it.
           | 
           | In such a world, someone could write the next Harry Potter
           | and it will be lost in a sea of one million mediocre works
           | that roughly similar. Hidden in plain sight forever. There
           | would no point in reading it, because it is probably the same
           | slop I could get by writing a one paragraph prompt. It would
           | be too expensive to discover otherwise.
        
             | buu700 wrote:
             | To be clear, I'm not a student, nor do I disagree with
             | academic honor codes that forbid LLM assistance. For
             | anything that I apply AI assistance to, the extent to which
             | I could personally "claim credit" is essentially
             | immaterial; my goal is to get a task done at the highest
             | quality and lowest cost possible, not to cheat on my
             | homework. AI performs busywork that would cost me time or
             | cost money to delegate to another human, and that makes it
             | valuable.
             | 
             | I'm expanding on the author's point that the hard part is
             | the input, not the output. Sure someone else could produce
             | the same output as an LLM given the same input and
             | sufficient time, but they don't have the same input. The
             | author is saying "well then just show me the input"; my
             | counterpoint is that the input can often be vastly longer
             | and less organized or cohesive than the output, and thus
             | less useful to share.
        
             | bsder wrote:
             | > someone could write the next Harry Potter and it will be
             | lost in a sea of one million mediocre works that roughly
             | similar.
             | 
             | To be fair, the first Harry Potter is a kinda average
             | British boarding school story. Rowling is barely an
             | adequate writer (and it shows badly in some of the later
             | books). There was a reason she got rejected by so many
             | publishers.
             | 
             | However, Netscape was going nuts and the Internet was
             | taking off. Anime was going nuts and produced some of the
             | all time best anime. MTV animation went from Beavis and
             | Butthead to Daria in this time frame. Authors were engaging
             | with audiences on Usenet (see: Wheel of Time and Babylon
             | 5). Fantasy had moved from counterculture for hardcore nerd
             | boys to something that the bookish female nerds would
             | engage with.
             | 
             | Harry Potter dropped onto that tinder and absolutely caught
             | _fire_.
        
               | satisfice wrote:
               | I was surprised to find how not true that is when I
               | eventually read the books for myself, long after they
               | became a phenomenon. The books are well-crafted mystery
               | stories that don't cheat the reader. All the clues are
               | there, more or less, for you to figure out what's
               | happening, yet she still surprises.
               | 
               | The world-building is meh at best. The magic system is
               | perfunctory. But the characters are strong and the plot
               | is interesting from beginning to end.
        
             | lmm wrote:
             | > In such a world, someone could write the next Harry
             | Potter and it will be lost in a sea of one million mediocre
             | works that roughly similar. Hidden in plain sight forever.
             | There would no point in reading it, because it is probably
             | the same slop I could get by writing a one paragraph
             | prompt. It would be too expensive to discover otherwise.
             | 
             | This has already been the case for decades. There are
             | probably brilliant works sitting out there on AO3 or
             | whatnot. But you'll never find them because it's not worth
             | wading through the junk. AI merely accelerates what was
             | already happening.
        
           | palata wrote:
           | > the exact inverse of how I most often use AI, which is to
           | throw a ton of information at it in a large prompt
           | 
           | It sounds to me that you don't make the effort to _absorb_
           | the information. You cherry-pick stuff that pops in your head
           | or that you find online, throw that into an LLM and let it
           | convince you that it created something sound.
           | 
           | To me it confirms what the article says: it's not worth
           | reading what you produce this way. I am not interested in
           | that eloquent text that your LLM produced (and that you
           | modify just enough to feel good saying it's your work); it
           | won't bring me anything I couldn't get by quickly thinking
           | about it or quickly making a web search. I don't need to talk
           | to you, you are not interesting.
           | 
           | But if you spend the time to actually absorb that
           | information, realise that you need to read even more,
           | actually make your own opinion and get to a point where we
           | could have an actual discussion about that topic, then I'm
           | interested. An LLM will not get you there, and getting there
           | is not done in 2 minutes. That's precisely why it is
           | interesting.
        
             | buu700 wrote:
             | You're making a weirdly uncharitable assumption. I'm
             | referring to information which I largely or entirely wrote
             | myself, or which I otherwise have proprietary access to,
             | not which I randomly cherry-picked from scattershot Google
             | results.
             | 
             | Synthesizing large amounts of information into smaller more
             | focused outputs is something LLMs happen to excel at. Doing
             | the exact same work more slowly by hand just to prove a
             | point to someone on HN isn't a productive way to deliver
             | business value.
        
               | palata wrote:
               | > Doing the exact same work more slowly by hand just to
               | prove a point to someone on HN isn't a productive way to
               | deliver business value.
               | 
               | You prove my point again: it's not "just to prove a
               | point". It's about internalising the information,
               | improving your ability to synthesise and be critical.
               | 
               | Sure, if your only objective is to "deliver business
               | value", maybe you make more money by being uninteresting
               | with an LLM. My point is that if you get good at doing
               | all that without an LLM, then you become a more
               | interesting person. You will be able to have an actual
               | discussion with a real human and be interesting.
        
               | buu700 wrote:
               | Understanding or being interesting has nothing to do with
               | it. We use calculators and computers for a reason. No one
               | hires people to respond to API requests by hand; we run
               | the code on servers. Using the right tool for the job is
               | just doing my job well.
        
               | palata wrote:
               | > We use calculators and computers for a reason. No one
               | hires people to respond to API requests by hand; we run
               | the code on servers
               | 
               | We were talking about writing, not about vibe coding. We
               | don't use calculators for writing. We don't use API
               | requests for writing (except when we make an LLM write
               | for us).
               | 
               | > Using the right tool for the job is just doing my job
               | well.
               | 
               | I don't know what your job is. But if your job is to
               | produce text that is meant to be read by humans, then it
               | feels like not being able to synthesise your ideas
               | yourself doesn't make you excellent at doing your job.
               | 
               | Again maybe it makes you productive. Many developers, for
               | instance, get paid for writing bad code (either because
               | those who pay don't care about quality or can't make a
               | difference, or something else). Vibe coding obviously
               | makes those developers more productive. But I don't
               | believe it will make them learn how to produce good code.
               | Good for them if they make money like this, of course.
        
               | buu700 wrote:
               | _We were talking about writing, not about vibe coding._
               | 
               | No one said anything about vibe coding. Using tools
               | appropriately to accomplish tasks more quickly is just
               | common sense. Deliberately choosing to pay 10x the cost
               | for the same or equivalent output isn't a rational
               | business decision, regardless of whether the task happens
               | to be writing, long division, or anything else.
               | 
               | Just to be clear, I'm not arguing against doing things
               | manually as a learning exercise or creative outlet.
               | Sometimes the journey is the point; sometimes the
               | destination is the point. Both are valid.
               | 
               |  _I don 't know what your job is._
               | 
               | Here's one: prepping first drafts of legal docs with AI
               | assistance before handing them off to lawyers for
               | revision has objectively saved significant amounts of
               | time and money. Without AI this would have been too time-
               | consuming to be worthwhile, but with AI I've saved not
               | only my own time but the costs of billable hours on phone
               | calls to discuss requirements, lawyers writing first
               | drafts on their own, and additional Q&A and revisions
               | over email. Using AI makes it practical to skip the first
               | two parts and cut down on the third significantly.
               | 
               | Here's another one: doing security audits of customer
               | code bases for a company that currently advertises its
               | use of AI as a cost-saving/productivity-enhancing
               | mechanism. Before they'd integrated AI into their
               | platform, I would frequently get rave reviews for the
               | quality and professionalism of my issue reports. After
               | they added AI writing assistance, nothing changed other
               | than my ability to generate a greater number of reports
               | in the same number of billable hours. What you're
               | suggesting effectively amounts to choosing to deliver
               | less value out of ego. I still have to understand my own
               | work product, or I wouldn't be able to produce it even
               | with AI assistance. If someone thinks that somehow makes
               | the product less "interesting", well then I guess it's a
               | good thing my job isn't entertainment.
        
               | palata wrote:
               | Don't get me wrong: I don't deny that LLMs can help
               | tricking other humans into believing that the text is
               | more professional than it actually is. LLMs are
               | engineered exactly for that.
               | 
               | I'd be curious to know whether your legal documents are
               | as good as without LLMs. I wouldn't be surprised at all
               | if they were worse, but cheaper. Talking about security
               | audits, that's actually a problem I've seen: LLMs makes
               | it harder to detect bad audits, and in my experience I
               | have been more often confronted to bad security audits
               | than to good ones.
               | 
               | For both examples, you say "LLMs are useful to make more
               | money". I say "I believe that LLMs lower the quality of
               | the work". It's not incompatible.
        
               | buu700 wrote:
               | There's no "tricking" involved, and no basis for your
               | assumption that LLMs lower the quality of work. I would
               | suggest that what you and the author are observing is
               | actually the opposite effect: LLMs broadly help _improve_
               | the quality of work, all else being equal. The caveat is
               | that when all else is not equal, this manifests in bad
               | work being improved to a level that 's still bad. The
               | issue here is students using advanced tooling as an
               | excuse to be lazy and undercut their own learning
               | process, not the tool itself. LLMs are just this
               | generation's version of Wikipedia and spell check.
               | 
               | As much as the author rightfully complains about the
               | example in the post, a version that only said "explain
               | the downsides of Euler angles in robotics and suggest
               | some alternatives" would obviously be far worse. In this
               | case, the AI helped elevate clear F-level work to maybe a
               | C. That's not an indictment of AI; it's an indictment of
               | low-quality work. LLMs lower the bar to produce passable-
               | looking bad work, but they also lower the bar to produce
               | excellent work. The confirmation bias here is that we
               | don't know how many cases of B-level work became A papers
               | with AI assistance, because those instances don't stand
               | out in the same way.
               | 
               | In the audit example, LLMs aren't doing the audit. They
               | synthesize my notes into a useful starting point to
               | nullify writer's block, and let me focus more of my time
               | on the hard or unique aspects of a given report. It's
               | like having an intern write the first draft for me,
               | typically with some mistakes or oversights, occasionally
               | with a valuable additional insight thrown in, and often
               | with links to a few helpful references for the customer
               | that I wouldn't necessarily have found and included on my
               | own. That doesn't lower the quality; it improves it.
               | 
               | As far as the legal example, it really depends on the
               | complexity of a given instance and the guidance you've
               | provided to your lawyers. A good lawyer won't sign off on
               | something that fails to meet the requested quality bar
               | (if anything, the financial incentive would be for them
               | to err on the side of conservatism and toss out the draft
               | you'd provided). But of course this all depends on you
               | having a clear enough understanding of what you're trying
               | to accomplish, and enough familiarity with legal
               | documents and proficiency with language to shape
               | everything into a passable first draft. AI speeds this
               | up, but if you don't know what you're doing then the AI
               | won't solve that for you. It's a tool like any other, and
               | can be used properly or improperly.
        
               | tpmoney wrote:
               | > We were talking about writing, not about vibe coding.
               | We don't use calculators for writing. We don't use API
               | requests for writing (except when we make an LLM write
               | for us).
               | 
               | We do however use them to summarize and transform data
               | all the time. Consider the ever present spreadsheet. Huge
               | amounts of data are thrown into spreadsheets and formulas
               | are applied to that data to present us with graphs and
               | statistics. You could do all of that by hand, and you'd
               | probably have a much better "internalization" about what
               | the data is. But most of the time, hand crafting graphs
               | from raw data and internalizing it isn't useful or
               | necessary to accomplish what you actually want to
               | accomplish with the data.
        
               | palata wrote:
               | You seem to not make the difference between _maths_ and,
               | say, _literature_ or _history_.
               | 
               | Do you actually think that an LLM can take, say, a Harry
               | Potter book as an input, and give it a grade in such a
               | way that _everybody will always agree on_?
               | 
               | And to go further, do you actually use LLMs to generate
               | graphs and statistics from spreadsheet? Because that is
               | probably a bad idea given that there are tools that
               | _actually do it right_.
        
               | tpmoney wrote:
               | > Do you actually think that an LLM can take, say, a
               | Harry Potter book as an input, and give it a grade in
               | such a way that everybody will always agree on?
               | 
               | No, but I also don't think a human can do that either.
               | Subjective things are subjective. I'm not sure I
               | understand how this connects to the idea you expressed
               | that doing various tasks with automation tools like LLMs
               | prevent you from "internalizing" the data, or why not
               | "internalizing" data is necessarily a bad thing. Am I
               | just misunderstanding your concern?
        
               | palata wrote:
               | Yeah I think you don't understand my point.
               | 
               | Many of the posts I find here defending the use of LLMs
               | focus on "profitability". "You ask me to give you 3 pages
               | about X? I'll give you 3 pages about X and you may not
               | even realise that I did not write them". I completely
               | agree that it can happen and that LLMs, _right now_ , are
               | useful to hack the system. But if you specialise in being
               | efficient at getting an LLM to generate 3 pages, you may
               | become useless faster than you think. Still, I don't
               | think that this is the point of the article, and it is
               | most definitely not my point.
               | 
               | My point is that while you specialise in hacking the
               | system with an LLM, you don't learn about the material
               | that goes into those 3 pages.
               | 
               | * If you are a student, it means that you are losing your
               | time. Your role as a student is to learn, not to hack.
               | 
               | * More generally as a person, "I am a professional in
               | summarising stuff I don't understand in a way that
               | convinces me and other people who don't understand it
               | either" is not exactly very sexy to me.
               | 
               | If you want to get actual knowledge about something, you
               | have to actually work on getting that knowledge. Moving
               | it from an LLM to a word document is not it. Being
               | knowledgeable requires "internalising" it. Such that you
               | can talk about it at dinner. And have an opinion about it
               | that is worth something to others. If your opinion is
               | "ChatGPT says this, but with my expertise in prompting I
               | can get it to say that", it's pretty much worthless IMHO.
               | Except for tricking the system, in a way similar to "oh
               | my salary depends on the number of bugs I fix? Let me
               | introduce tons of easy-to-fix bugs then".
        
         | sigotirandolas wrote:
         | For creative and professional writing, I found them useful for
         | grammar and syntax review, or finding words from a fuzzy
         | description.
         | 
         | For the structure, they are barely useful: Writing is about
         | having such a clear understanding, that the meaning remains
         | when reduced to words, so that others may grasp it. The LLM
         | won't help much with that, as you say yourself.
        
         | riknos314 wrote:
         | 100% agree.
         | 
         | LLMs may seem like magic buy they aren't. They operate within
         | the confines of the context they're given. The more abstract
         | the context, the more abstract the results.
         | 
         | I expect to need to give a model at least as much context as a
         | decent intern would require.
         | 
         | Often asking the model "what information could I provide to
         | help you produce better code" and then providing said
         | information leads to vastly improved responses. Claude 3.7
         | sonnet in Cline is fairly decent at asking for this itself in
         | plan mode.
         | 
         | More and more I find that context engineering is the most
         | important aspect of prompt engineering.
        
         | kergonath wrote:
         | > I'd love to hear any counterpoints from folks who have used
         | LLMs lately to get academic or creative writing done
         | 
         | They're great at proofreading. They're also good at writing
         | conclusions and abstracts for articles, which is basically
         | synthesising the results of the article and making it sexy (a
         | task most scientists are hopelessly terrible at). With caveats:
         | 
         | - all the information needs to be in the prompt, or they will
         | hallucinate;
         | 
         | - the result is not good enough to submit without some re-
         | writing, but more than enough to get started and iterate
         | instead of staring at a blank screen.
         | 
         | I want to use them to write methods sections, because that is
         | basically the exact same information repeated in every article,
         | but the actual sentences need to be different each time. But so
         | far I don't trust them to be accurate with technical details.
         | They're language models, they have no knowledge or
         | understanding.
        
           | ziotom78 wrote:
           | Point two is critical. I have found that the best way for me
           | is to avoid using copy-and-paste. Instead, I put the browser
           | on the right corner of the screen and my text editor on the
           | left, then transcribe the text word by word by typing it
           | using the keyboard. In this way, my natural laziness is less
           | likely to accept words, expressions, and sentences that are
           | perhaps okay-ish but not 100% following my taste.
        
             | kergonath wrote:
             | Good process, I will try this as well.
        
         | jes5199 wrote:
         | I use an LLM to brainstorm for a creative writing project.
         | Mostly I ignore its suggestions! but, somehow having the
         | chatter helps me see what _I_ am trying to say
        
         | expensive_news wrote:
         | I have mixed feelings. Generally I don't think that LLM output
         | should be used to create anything that a human is supposed to
         | read, but I do carve out a big exception for people using LLMs
         | for translation/writing in a second language.
         | 
         | At the same time, however, the people who need to use an LLM
         | for this are going to be the worst at identifying the output's
         | weaknesses, eg just as I couldn't write Spanish text, I also
         | couldn't evaluate the quality of a Spanish translation that an
         | LLM produced. Taken to an extreme, then, students today could
         | rely on LLMs, trust them without knowing any better, and grow
         | to trust them for everything without knowing anything, never
         | even able to evaluate their quality or performance.
         | 
         | The one area that I do disagree with the author, though, is
         | coding. As much as I like algorithms code is written to be read
         | by computers and I see nothing wrong with computers writing it.
         | LLMs have saved me tons of time writing simple functions so I
         | can speed through a lot of the boring legwork in projects and
         | focus on the interesting stuff.
         | 
         | I think Miyazaki said it best: "I feel... humans have lost
         | confidence". I believe that LLMs can be a great tool for
         | automating a lot of boring and repetitive work that people do
         | every day, but thinking that they can replace the unique
         | perspectives of people is sad.
        
           | scsh wrote:
           | I actually feel very strongly that code is very much written
           | for us humans. Sure, it's a set of instructions that is
           | intended to be machine read and executed but so much of _how_
           | code is written is very much focused on the human element
           | that's been a part of software development. OOP, design
           | patterns, etc. don't exist because there is some great
           | benefit to the machines running the code. We humans benefit
           | as the ones maintaining and extending the functionality of
           | the application.
           | 
           | I'm not making a judgement about the use of LLMs for writing
           | code, just that I do think that code serves the purpose of
           | expressing meaning to machines as well as humans.
        
         | nojs wrote:
         | > it's that the thought that went into making the prompt is,
         | inevitably, more interesting/original/human than the output the
         | LLM generates afterwards
         | 
         | I think you are overestimating the people who submit this slop.
         | It's more like "here's my assignment, what's the answer"
        
         | altilunium wrote:
         | Sometimes, good writing is like an NP-complete problem, hard to
         | create, but easy to verify. If you have enough skill to
         | distinguish good output from garbage, you can produce
         | reasonably good results.
        
           | hk__2 wrote:
           | > Sometimes, good writing is like an NP-complete problem,
           | hard to create, but easy to verify.
           | 
           | Doesn't this match pretty much all human creation? It's
           | easier to judge a book that to write it, it's easier to watch
           | a rocket going up in the space than to build it, it's easier
           | to appreciate some Renaissance painting or sculpture than to
           | actually make it.
        
       | cortesoft wrote:
       | > I say this because I believe that your original thoughts are
       | far more interesting, meaningful, and valuable than whatever a
       | large language model can transform them into.
       | 
       | Really? The example used was for a school test. Is there really
       | much original thought in the answer? Do you really want to read
       | the students original thought?
       | 
       | I think the answer is no in this case. The point of the test is
       | to assess whether the student has learned the topic or not. It
       | isn't meant to share actual creative thoughts.
       | 
       | Of course, using AI to write the answer is contrary to the actual
       | purpose, too, but it isn't because you want to hear the students
       | creativity, but because it is failing to serve its purpose as a
       | demonstration of knowledge.
        
         | oncallthrow wrote:
         | > Do you really want to read the students original thought?
         | 
         | Why else would you become a teacher, if you didn't care about
         | what your students think?
        
           | cortesoft wrote:
           | Because you want to pass on knowledge? I am not saying there
           | aren't ANY situations where a teacher cares about what their
           | students think, but the example given isn't really one of
           | those times. The question is not one that has many
           | opportunities for original thought; it is a basic question
           | that everyone who knows the answer will answer similarly. The
           | entire purpose is to ascertain if the person understands what
           | was taught, it isn't meant to engender a novel response.
        
             | oncallthrow wrote:
             | How do you know if you have passed on your knowledge
             | without knowing what your students think/know?
        
               | cortesoft wrote:
               | Sure, but my contention was more with the word
               | "original", because they aren't really original thoughts.
               | The teacher just wants to make sure the student's
               | thoughts contain the information they are teaching. The
               | teacher isn't looking for actual original thought in this
               | test.
        
               | Smaug123 wrote:
               | Teaching isn't blatting someone's mind with the Correct
               | Answers and checking whether the overwrite took. Instead,
               | you empirically build a model of the student's own world
               | model, then examine the model to see where it fails to
               | conform to reality, and construct ways to fix it. The
               | example from TFA was consistent with "this is university
               | coursework", which is fertile ground for a tutor to
               | identify such errors! It's not like the student should be
               | receiving a yes/no response and nothing else; there will
               | presumably be comments on the incorrect answers.
        
             | necovek wrote:
             | It's not a "test", it's an "assignment". Assignment is a
             | way to practice what you've learned, and a (good) teacher
             | would want to get your original thoughts so they could
             | adjust their instruction and teaching material to what they
             | believe you missed in order to improve your mental model
             | around the topic (or in other words, to _teach_ you
             | something).
             | 
             | Perhaps the problem is that they are "graded", but this is
             | to motivate the student, and runs against the age-old
             | problem of gamification.
        
             | staunton wrote:
             | > Because you want to pass on knowledge?
             | 
             | Arguably, that's not what teachers mainly do (to an ever
             | increasing proportion).
             | 
             | Most knowledge is easily available. A teacher is teaching
             | students to think in productive ways, communicate their
             | thoughts and understand what others are trying to tell
             | them. For this task, it's essential that the teacher has
             | some idea what the students are thinking, especially when
             | it's something original.
        
       | andy99 wrote:
       | I used to teach, years before LLMs, and got lots of copy-pasted
       | crap submitted. I always marked it zero, never mentioning
       | plagiarism (which would require some university administration)
       | and just commenting that I asked for X and instead got some
       | pasted together nonsense.
       | 
       | As long as LLM output is what it is, there is little threat of it
       | actually being competitive on assignments. If students are
       | attentive enough to paraphrase it into their own voice I'd call
       | it a win; if they just submit the crap that some data labeling
       | outsourcer has RLHF'd into a LLM, I'd just mark it zero.
        
         | selfselfgo wrote:
         | When I was kid in school I would write original essays, and I
         | mean truly original creative ideas. But of course any new idea
         | has a chance of failure, so these essays were mostly bad and
         | got bad grades. At a loss for what to do I quickly stopped
         | reading the books I was assigned basing my essays on Wikipedia
         | summaries and other people's reviews. I saw my first few As and
         | even A+s and I realized if I write something original of even
         | just average intelligence roughly 50% of people will be too
         | dumb to understand it. For an idea to truly be considered
         | intelligent in literature it has to be appealing to people have
         | no actual memory of the things they've read. Even for a
         | knowledgeable intelligent person they have a sea of similar
         | information clouding their view.
        
           | chipsrafferty wrote:
           | Or you're just a bad writer. I certainly could not understand
           | your main point, particularly the sentence "For an idea to
           | truly be considered intelligent in literature it has to be
           | appealing to people have no actual memory of the things
           | they've read." which is ungrammatical.
        
         | sebzim4500 wrote:
         | Are you just assuming that a student who you think used an LLM
         | would be unwilling to escalate?
         | 
         | I would have thought that giving 0s to correct solutions would
         | lead to successful complaints/appeals.
        
           | jazzyjackson wrote:
           | If it's copy pasted it's obvious, and the assignment isn't to
           | turn in a correct solution, but to turn in evidence that you
           | are able to determine a correct solution. Automated answers
           | deserve 0 credit.
        
         | gyomu wrote:
         | Yeah, the author here is as much a part of the problem. If you
         | let students get away with submitting ChatGPT nonsense, of
         | course they're going to do that - they don't care about the
         | 3000 words appeal to emotion on your blog, they take the path
         | of least resistance.
         | 
         | If you're not willing to cross out an entire assignment and
         | return it to the student who handed it in with "ChatGPT
         | nonsense, 0" written in big red letters at the top of it, you
         | should ask yourself what is the point of your assignments in
         | the first place.
         | 
         | But I get it, university has become a pay-to-win-a-degree
         | scheme for students, and professors have become powerless to
         | enforce any standards or discipline in the face of
         | administrators.
         | 
         | So all they can do is give the ChatGPT BS the minimum passing
         | grade and then philosophize about it on their blog (which the
         | students will never read).
        
         | IshKebab wrote:
         | Yeah this is what I did the one time I invigilated/marked a
         | Matlab exam. Very obvious cheating (e.g. getting the right
         | answer with incorrect code). But no way was I going through the
         | admin of accusing them of cheating. They just got a 0.
        
       | Ancalagon wrote:
       | I fully support the author's point but it's hard to argue with
       | the economics and hurdles around obtaining degrees. Most people
       | do view obtaining a degree as just a hurdle to getting a decent
       | job, that's just the economics of it. And unfortunately the
       | employers these days are encouraging this kind of copy/paste
       | work. Look at how Meta and Google claim the majority of the new
       | code written there is AI created?
       | 
       | The world will be consumed by AI.
        
         | bruce511 wrote:
         | You get what you measure, and you should expect people to game
         | your metric.
         | 
         | Once upon a time only the brightest (and / or richest) went to
         | college. So a college degree becomes a proxy for clever.
         | 
         | Now since college graduates get the good jobs, the way to give
         | everyone a good job is to give everyone a degree.
         | 
         | And since most people are only interested in the job, not the
         | learning that underpins the degree, well, you get a bunch of
         | students that care only for the pass mark and the certificate
         | at the end.
         | 
         | When people are only there to play the game, then you can't
         | expect them to learn.
         | 
         | However, while 90% will miss the opportunity right there in
         | front of them, 10% will grab it and suck the marrow. If you are
         | in college I recommend you take advantage of the chance to
         | interact with the knowledge on offer. College may be offered to
         | all, but only a lucky few see the gold on offer, and really
         | learn.
         | 
         | That's the thing about the game. It's not just about the final
         | score. There's so much more on offer.
        
           | squigz wrote:
           | > you get a bunch of students that care only for the pass
           | mark and the certificate at the end.
           | 
           | This is because that is what companies care about. It's not a
           | proxy for cleverness or intelligence - it's a box to check.
        
             | Nathanba wrote:
             | right and getting a family is also just a box to check and
             | eating food is a box to check and brushing my teeth is just
             | a box to check and on it goes for every single thing in
             | life. If we all just checked boxes then we'd not be human
             | anymore.
        
             | bruce511 wrote:
             | That's entirely the point. If you see the degree only as a
             | stepping stone to the company job, then that's all you see
             | and that's all you get.
             | 
             | If you accept that the degree/job relationship is the
             | start, not end, of the reason for being there, then you see
             | other things too.
             | 
             | There are opportunities around the student which are for
             | them, not for their degree, not for their job. There are
             | things you can learn, and never be graded. There are toys
             | to play with you'll never see again. There are whole
             | departments of living experts happy to answer questions.
             | 
             | For example, (this is pre google) I wrote a program and so
             | needed to understand international copyright. I could have
             | gone to the library and read about it. Instead I went to
             | the law faculty, knocked on the door, and found their
             | professor who specialized in intellectual property.
             | 
             | Since the program I wrote was in the medical space, I went
             | to the medical campus, to the medical research library, and
             | found tomes that listed researchers who might benefit. I
             | basically learned about marketing.
             | 
             | If all you care about is the company job, then all you'll
             | see is the degree.
        
           | cwalv wrote:
           | > However, while 90% will miss the opportunity right there in
           | front of them, 10% will grab it and suck the marrow.
           | 
           | Learning is not just a function of aptitude and/or effort.
           | Interest is a huge factor as well, and even for a single
           | person, what they find interesting changes over time.
           | 
           | I don't think it's really possible to have a large cohort of
           | people pass thru a liberal arts education, with everyone
           | learning the same stuff at the same time, and have a majority
           | of them "suck the marrow" out of the opportunity.
        
             | bruce511 wrote:
             | I did a comp science degree, so I can't speak for the
             | liberal arts. However I imagine the same experience could
             | apply.
             | 
             | For us the curriculum was the start of the learning, not
             | the end. We'd get a weekly assignment that could be done in
             | an afternoon. Most of the class did the assignments, and
             | that was enough.
             | 
             | There was a small group of us that lived (pretty much) in
             | the lab. We'd take the assignment and run with it, for
             | days, nights, spare periods, whatever. That 10 line
             | assignment? We turned it into 1000 lines every week.
             | 
             | For example the class on sorting might specify a specific
             | algorithm. We'd do all of them. Compete against each other
             | to make the fastest one. Compare one dataset to another.
             | Investigate data distributions. You know, suck the marrow.
             | 
             | (Our professors would also swing by the lab from time to
             | time to see how things were going, drop the odd hint, or
             | prod the bear in a direction and so on. And this is all
             | still undergrad.
             | 
             | I can imagine a History major doing the same. Researching
             | beyond the curriculum. Going down rabbit holes.
             | 
             | My point is though is that you're right. You need to be
             | interested. You need to have this compulsion. You can't
             | tell a person "go, learn". All you can do is offer the
             | environment, sit back, and see who grabs the opportunity.
             | 
             | I get that you cant imagine this playing out. To those
             | interested only in the degree, it's unimaginable. And no,
             | as long as burning-desire is not on the entry requirements,
             | it most certainly will not be the majority.
             | 
             | In truth the lab resources eoild never have coped if the
             | majority did what we did.
        
               | cwalv wrote:
               | > I did a comp science degree, so I can't speak for the
               | liberal arts.
               | 
               | By 'liberal arts' I meant the common 4 year, non-
               | vocational education. My major was CS too, but well over
               | half of the time was spent on other subjects.
               | 
               | > I get that you cant imagine this playing out. To those
               | interested only in the degree, it's unimaginable
               | 
               | I can easily imagine what you describe playing out. I
               | just wouldn't call it 'sucking the marrow' (unless you
               | were equally avid in all your classes, which time likely
               | would not permit).
               | 
               | But as you allude to in your last point, the system isn't
               | really designed for that. It's nice when it does
               | effectively support the few who have developed the
               | interest, and have extra time to devote to it, as it did
               | for you.
               | 
               | I'd rather see systems that were designed for it though.
        
         | mrweasel wrote:
         | > Most people do view obtaining a degree as just a hurdle to
         | getting a decent job
         | 
         | Then fail to actually learn anything and apply for jobs and try
         | to cheat the interviewers using the same AI that helped them
         | graduate. I fear that LLMs have already fostered the first
         | batch of developers who cannot function without it. I don't
         | even mind that you use an LLM for parts of your job, but you
         | need to be able to function without it. Not all data is allowed
         | to go into an AI prompt, some problems aren't solvable with the
         | LLMs and you're not building your own skills if you rely on
         | generated code/configuration for the simpler issues.
        
           | mezyt wrote:
           | > I fear that LLMs have already fostered the first batch of
           | developers who cannot function without it.
           | 
           | Playing the contrarian here, but I'm from a batch of
           | developers that can't function without a compiler, and I'm at
           | 10% of what I can do without an IDE and static analysis.
        
             | necovek wrote:
             | That's really curious: I've never felt that much empowered
             | by an IDE or static analysis.
             | 
             | Sure, there's a huge jump from a line editor like `ed` to a
             | screen editor like `vi` or `emacs`, but from there on, it
             | was diminishing returns really (a good debugger was usually
             | the biggest benefit next) -- I've also had the "pleasure"
             | of having to use `echo`, `cat` and `sed` to edit complex
             | code in a restricted, embedded environment, and while it
             | made iterations slower, not that much more slower than if I
             | had a full IDE at my disposal.
             | 
             | In general, if I am in a good mood (and thus not annoyed at
             | having to do so many things "manually"), I am probably only
             | 20% slower than with my fully configured IDE at _coding_
             | things up, which translates to less than 5% of slow down on
             | actually delivering the thing I am working on.
        
               | skydhash wrote:
               | I think there's a factor of speed there, not a factor of
               | insight or knowledge. If all you have is 'ed' and a
               | printer, then I think most of the time you will spend is
               | with the printout. 'vi' eliminates the printout and the
               | tediousness of going back and forth.
               | 
               | Same with more advanced editors and IDEs. They help with
               | tediousness, which can hinders insight, but does not help
               | it if you do not have the foundation.
        
             | aledalgrande wrote:
             | I've seen this comparison a few times already, but IMHO
             | it's totally wrong.
             | 
             | A compiler translates _what you have already implemented_
             | into another computer runnable language. There is an actual
             | grammar that defines the rules. It does not generate new
             | business logic or assumptions. You have already done the
             | work and taken all the decisions that needed critical
             | thought, it's just being translated _instruction by
             | instruction_. (btw you should check how compilers work,
             | it's fun)
             | 
             | Using an LLM is more akin to copying from Stackoverflow
             | than using a compiler/transpiler.
             | 
             | In the same way, I see org charts that put developers above
             | AI managers, which are above AI developers. This is just
             | smoke. You can't have LLMs generating thousands of lines of
             | code independently. Unless you want a dumpster fire very
             | quickly...
        
               | mezyt wrote:
               | Yeah ok. I was viewing AI as "a tool to help you code
               | better", not as "you literally can't do anything without
               | it generating everything for you". I could do some
               | assembly if I really had to, but it would not be
               | efficient at all. I wonder if there's actually
               | "developers" who are only prompting an LLM and not
               | understanding anything in the output ? Must be generating
               | dumpster fires as you said.
        
             | candiddevmike wrote:
             | Apples and oranges (or stochastic vs deterministic)
        
               | philipwhiuk wrote:
               | Look inside a compiler, you'll find some AI.
        
               | procaryote wrote:
               | You won't find an LLM.
               | 
               | What would you consider AI in it?
        
           | bee_rider wrote:
           | I think, rather than saying they can't do their job without
           | an LLM, we should just say some can't do their jobs.
           | 
           | That is, the job of a professional programmer includes having
           | produced code that they understand the behavior of. Otherwise
           | you've failed to do your due diligence.
           | 
           | If people are using LLMs to generate code, and then actually
           | doing the work of understanding how that code works... that's
           | fine! Who cares!
           | 
           | If people are just vibe coding and pushing the results to
           | customers without understanding it--they are wildly unethical
           | and irresponsible. (People have been doing this for decades,
           | they didn't have the AI to optimize the situation, but they
           | managed to do it by copy-pasting from stack overflow).
        
             | closewith wrote:
             | > That is, the job of a professional programmer includes
             | having produced code that they understand the behavior of.
             | 
             | I have met maybe two people who truly understood the
             | behaviour of their code and both employed formal methods.
             | Everyone else, including myself, are at varying levels of
             | confusion.
        
               | throwaway173738 wrote:
               | If you want to put the goalposts there, why program
               | instead of building transistor networks?
        
           | otabdeveloper4 wrote:
           | Lots and _lots_ of developers can 't program at all. As in
           | literally - can't write a simple function like "fizzbuzz"
           | even if you let them use reference documentation. Many don't
           | even know what a "function" even is.
           | 
           | (Yes, these are people with developer jobs, often at
           | "serious" companies.)
        
             | staunton wrote:
             | I've never met someone like that and don't believe the
             | claim.
             | 
             | Maybe you mean people who are bad at interviews? Or people
             | whose job isn't actually programming? Or maybe "lots" means
             | "at least one"? Or maybe they _can_ strictly speaking do
             | fizzbuzz, but are  "in any case bad programmers"? If your
             | claim is true, what do these people do all day (or, let's
             | say, did before LLMs were a thing...)?
        
               | sarchertech wrote:
               | Yeah I've been doing this for a while now and I've never
               | met an employed developer who didn't know what a function
               | is or couldn't write a basic program.
               | 
               | I've met some really terrible programmers, and some
               | programmers who freeze during interviews.
        
               | bigstrat2003 wrote:
               | I've definitely worked with a person who struggled to
               | write if statements (let alone anything more complex).
               | This was just one guy, so I wouldn't say "lots and lots"
               | like the other poster did, but they do exist.
        
               | otabdeveloper4 wrote:
               | By "lots" I estimate about 40 percent of the software
               | developer workforce. (Not a scientific estimate.)
               | 
               | > Maybe you mean people who are bad at interviews?
               | 
               | No, the opposite. These developers learn the relevant
               | buzzwords and can string them together convincingly, but
               | fail to actually understand what they're regurgitating.
               | (Very similar to an LLM, actually.)
               | 
               | E.g., these people will throw words like "Dunder method"
               | around with great confidence, but then will completely
               | melt down for fifteen minutes if a function argument has
               | the same name as a module.
               | 
               | When on the job these people just copy-paste existing
               | code from the "serious company" monorepo all day, every
               | day. They call it "teamwork".
        
             | procaryote wrote:
             | This is half the point of interviewing. I've been at places
             | that just skip interviewing is the person comes highly
             | recommended, has a great CV, or whatever.
             | 
             | Predictably they end up with some people on the range from
             | "can't code at all" to "newbie coder without talent"
        
           | procaryote wrote:
           | LLMs have been popular for like 2 years... if you can't code
           | without one, you couldn't code 2 years ago. Given 2 years you
           | might be able to learn to.
        
         | echelon wrote:
         | > I fully support the author's point
         | 
         | I don't. I think the world is falling into two camps with these
         | tools and models.
         | 
         | > I now circle back to my main point: I have never seen any
         | form of create generative model output (be that image, text,
         | audio, or video) which I would rather see than the original
         | prompt. The resulting output has less substance than the prompt
         | and lacks any human vision in its creation. The whole point of
         | making creative work is to share one's own experience
         | 
         | Strong disagree with Clayton's conclusion.
         | 
         | We just made this with AI, and I'm pretty sure you don't want
         | to see the raw inputs unless you're a creator:
         | 
         | https://www.youtube.com/watch?v=H4NFXGMuwpY
         | 
         | I think the world will be segregated into two types of AI user:
         | 
         | - Those that use the AI as a complete end-to-end tool
         | 
         | - Those that leverage the AI as tool for their own creativity
         | and workflows, that use it to enhance the work they already do
         | 
         | The latter is absolutely a great use case for AI.
        
           | ineedasername wrote:
           | Yes, depending on the model being used, endless text of this
           | flavor isn't all that compelling to read:
           | 
           | "Tall man, armor that is robotic and mechanical in
           | appearance, NFL logo on chest, blue legs".,
           | 
           | And so on, embedded in node wiring diagrams to fiddly configs
           | and specialized models for bespoke purposes, "camera"
           | movements, etc.
        
             | necovek wrote:
             | TBH, this video is not that compelling either, though --
             | obviously -- I am aware that others might have a different
             | opinion.
             | 
             | Seeing this non-compelling prompt would tell me right off
             | the bat that I wouldn't be interested in the video either.
        
           | necovek wrote:
           | > We just made this with AI, and I'm pretty sure you don't
           | want to see the raw inputs unless you're a creator:
           | 
           | I am not a creator but I am interested in generative AI
           | capabilities and their limits, and I even suffered through
           | the entire video which tries to be funny, but really isn't
           | (and it'd be easier to skim through as a script than the full
           | video).
           | 
           | So even in this case, I would be more interested in the
           | prompt than in this video.
        
           | palata wrote:
           | > The latter is absolutely a great use case for AI.
           | 
           | The video is not exactly great, IMO.
        
         | palata wrote:
         | > Most people do view obtaining a degree as just a hurdle to
         | getting a decent job, that's just the economics of it.
         | 
         | Because those who recruit based on the degree aren't worth more
         | than those who get a degree by using LLMs.
         | 
         | Maybe it will force a big change in the way students are
         | graded. Maybe, after they have handed in their essay, the
         | teacher should just have a discussion about it, to see how much
         | they actually absorbed from the topic.
         | 
         | Or not, and LLMs will just make everything worse. That's more
         | likely IMO.
        
       | TZubiri wrote:
       | Prompts are source
        
       | scarface_74 wrote:
       | I don't know anything about the subject area, so I don't know if
       | this captures enough to get a good grade. But I'm curious if
       | anyone could tell whether the last answer were AI generated if I
       | copied and pasted. These are the iterations I go through when
       | writing long requirement documents/assessments/statements of work
       | (consulting).
       | 
       | Yes I know the subject area for which I write assessments and
       | know if what is generated is factually correct. If I'm not sure,
       | I ask for web references using the web search tool.
       | 
       | https://chatgpt.com/share/6817c46d-0728-8010-a83d-609fe547c1...
        
         | StefanBatory wrote:
         | To me, this part
         | 
         | > I didn't realize how much that could throw things off until I
         | saw an example where the object started moving in a strange way
         | when it hit that point.
         | 
         | Would feel off, because why change the person? And even if it's
         | intented, then I'd say it's not formal to do in an assignement.
        
           | scarface_74 wrote:
           | These are art students not English writers. If I were a
           | teacher I would think this is more authentic. LLMs don't make
           | this kind of mistake in its default house style.
        
             | StefanBatory wrote:
             | Hmm, fair enough.
             | 
             | Also the point about default LLM settings not doing that is
             | a good point.
        
         | recursivecaveat wrote:
         | I mean this is not blind obviously, but it feels unnaturally
         | enthusiastic/conversational to me. Maybe for like an video
         | script it would fit, but for a requirements document or
         | something it is a little oddly 'sauced up', as if someone put
         | an extra pass through it to try to make it entertaining to
         | read.
        
           | scarface_74 wrote:
           | I was trying to make it sound like a college student with no
           | strong writing experience.
           | 
           | I use to work at AWS (Professional Services) and there are a
           | few different writing styles depending on what your audience
           | was. I learned how to write in the different "house styles"
           | before LLMs were a thing. So I know when something doesn't
           | sound right.
           | 
           | I use LLMs all of the time to write. I'm 99% certain that no
           | one can tell the difference between my writing 100% without
           | an LLM to my writing with one
        
       | Noumenon72 wrote:
       | An exception to test the rule with: people are generating
       | lifelike video based on the pixel graphics from old video games.
       | I have no interest in seeing a prompt that says "Show me a
       | creature from Heroes of Might and Magic 3, with influences from
       | such and so", but it's incredible to see the monsters I've spent
       | so much time with coming to life.
       | https://www.youtube.com/watch?v=EcITgZgN8nw&lc=UgxrBrdz4BdEE...
       | 
       | Maybe the problem is that the professor doesn't want to read the
       | student work anyway, since it's all stuff he already knows. If
       | they managed to use their prompts to generate interesting things,
       | he'd stop wanting to see the prompts.
        
       | derefr wrote:
       | > They are invariably verbose, interminably waffly, and insipidly
       | fixated on the bullet-points-with-bold style.
       | 
       | No, this is just the de-facto "house style" of ChatGPT / GPT
       | models, in much the same way that that that particular Thomas
       | Kinkade-like style is the de-facto "house style" of Stable
       | Diffusion models.
       | 
       | You can very easily tell an LLM in your prompt to respond using a
       | different style. (Or you can set it up to do so by telling it
       | that it "is" or "is roleplaying" a specific type-of-person --
       | e.g. an OP-ED writer for the New York Times, a textbook author,
       | etc.)
       | 
       | People just don't ever bother to do this.
        
         | scarface_74 wrote:
         | I tried changing the house style.
         | 
         | https://chatgpt.com/share/6817c9f4-ed48-8010-bc3e-58299140c8...
         | 
         | In the real world I would at least remove the em dashes. It's a
         | dead give away for LLM generated text.
        
           | riwsky wrote:
           | Like "dead give away" instead of "dead giveaway"?
        
           | derefr wrote:
           | That was not a good attempt at changing the style.
           | 
           | You can't just say "don't sound like an LLM." The LLM does
           | not in fact _know_ that it is  "speaking like an LLM"; it
           | just thinks that it's speaking the way the "average person"
           | speaks, according to everything it's ever been shown. If you
           | told it "just speak like a human being"... that's what it
           | already thought it was doing!
           | 
           | You have to tell the LLM a specific way to speak. Like
           | directing an image generator to use a specific visual style.
           | 
           | You _can_ say  "ape the style of [some person who has a lot
           | of public writing in the base model's web training corpus --
           | Paul Graham, maybe?]". But that coverage will be spotty, and
           | it's also questionably ethical (just like style-aping in
           | image generation.)
           | 
           | But an LLM will do even better if you tell it to speak the in
           | some "common mode" of speech: e.g. "an email from HR", or "a
           | shitpost rant on Reddit" or "an article in a pop-science
           | magazine."
        
         | mikepurvis wrote:
         | I was surprised to see such world-weary criticism of the
         | bullet-points-with-bold style in TFA-- it's long been what I've
         | reached for when writing for a technical audience, whether
         | that's in a wiki page, a design doc, a README, a PR, or even a
         | whole book.
         | 
         | I feel like for most of my audiences it provides the proper
         | anchor points for effective skimming while still giving me room
         | to include further detail and explanation so that it's there as
         | desired by the reader.
         | 
         | (And responding to my sibling comment, I also use em dashes and
         | semicolons all the time. Has my brain secretly always been an
         | LLM??)
        
           | Seattle3503 wrote:
           | One of my issues with LLMs is how much they match the
           | academic, technical, and corporate styles of speaking Ive
           | learned over the years. Now when I write people ignore me
           | because they assume I'm just pasting LLM output.
        
             | landgenoot wrote:
             | You are not alone. Nowadays, I'm ashamed of using words
             | like "moreover", "firstly", "furthermore". Pre-LLM, people
             | used to compliment me on my writing style
        
       | boredatoms wrote:
       | For tests, just require everything to be written in-person, by
       | hand or mechanical typewriter
        
       | robertlagrant wrote:
       | Time to go back to writing essays in exams, live, on paper.
        
         | matthewdgreen wrote:
         | It's challenging. Assignments (and particularly programming
         | assignments) were by far the larger and more difficult part of
         | my CS degree, and also the place where I learned the most. I
         | cannot imagine losing that portion of my education and just
         | replacing it with a few exams.
        
           | bonoboTP wrote:
           | That's how it works in Germany. Usually assignments are
           | either optional or you just have to get 50% of the total
           | assignment marks over the semester to be admitted to the exam
           | (written or often oral, in person). Then your grade is
           | entirely based on the exam. Hand-holding throughout the
           | semester assignment-to-assignment, checking attendance etc.
           | is more an Anglo-specific thing where students are treated as
           | kids instead of adults.
        
             | jama211 wrote:
             | As someone who did CS 15 years ago, assignments show you
             | can actually understand and build programs. Exams show you
             | bothered to re-read the lecture notes the day before and
             | can regurgitate information on command that you could just
             | as easily forget the next day. Not to mention they're
             | hugely stressful and some students can't cope with them
             | well even if they'd make excellent programmers.
             | 
             | I can't imagine disincentivising actually getting stuck
             | into programming and incentivising being good at
             | regurgitating info in an exam room being a good thing for
             | CS students.
        
               | bonoboTP wrote:
               | If the exam is made well, it's not just regurgitation.
               | It's not multiple choice, but I agree this doesn't test
               | programming skills. But programming is also a quite small
               | slice of the CS curriculum. It has so many other things
               | like linear algebra, real analysis, formal logic, graph
               | theory, automata, coding theory like Reed Solomon,
               | compression, complexity, operating systems like
               | scheduling and virtual memory, how flip-flops and adders
               | and CPUs work. A self taught web developer who can
               | program well still wouldn't know most of these.
               | Programming knowledge is neither fully necessary nor
               | sufficient for a CS degree. I hear American colleges are
               | more vocational, but in most of Europe it's understood
               | that you gain practical experience either in internships,
               | side jobs, doing hobby projects or simply after
               | graduation at your first job.
        
             | matthewdgreen wrote:
             | I don't think there's anything childish about assigning
             | large-scale programming assignments. I had to do everything
             | from implement a compiler to building a ray tracer as an
             | undergrad, and it set me up very well for an independent
             | career as a software developer at a research lab.
             | 
             | As a professor today, assignments are the place where I'm
             | happy to throw my students into the "deep end" (go learn a
             | new language and a set of library toolkits while also
             | learning this skill.) Exams just don't provide that
             | experience. Worse, students tend to cram for exams which is
             | the worst way to retain information. I can't even imagine
             | thinking that the two are comparable in terms of retention
             | and skill-building.
        
           | person3 wrote:
           | It is challenging. In my CS degree grading for programming
           | questions fell into two areas
           | 
           | 1. Take home projects where we programmed solutions to big
           | problems. 2. Tests where we had to write programs in the exam
           | on paper during the test.
           | 
           | I think the take home projects are likely a lot harder to
           | grade without AI being used. I'd be disappointed if schools
           | have stopped doing the programming live during tests though.
           | Being able to write a program in a time constrained
           | environment is similar to interviewing, and requires
           | knowledge of the language and being able to code algorithms.
           | It also forces you to think through the program and detect if
           | there will be bugs, without being able to actually run the
           | program (great practice for debugging).
        
           | robertlagrant wrote:
           | I wonder if you could invent a teaching language so the LLM
           | wouldn't know about it. A little drastic, but still.
        
             | helloplanets wrote:
             | Pretty sure you could just give an LLM the given docs /
             | course material and it would be able to write the language
             | to a reasonable standard. Especially if it had sensible
             | error messages.
        
           | robertlagrant wrote:
           | I agree, and it was the same for me. I just don't think it's
           | possible in the same way. Or if it is, perhaps it's okay to
           | use ChatGPT for that stuff.
        
         | natebc wrote:
         | Honestly I think we'll get back there. I remember ... fondly(?)
         | exams from my history courses in undergrad in the mid 90s. 3-4
         | questions, 3 hours, anything less than what would amount to a
         | pretty decent length and moderately thorough term paper would
         | fail and have to be made up with an absolutely BRUTAL multiple
         | choice + fill in the blank exam at the end of the term.
         | 
         | Those classes are what taught me how to study and really
         | internalize the material. Helped me so much later in college
         | too. I really can't imagine how kids these days are doing it.
        
           | jama211 wrote:
           | You might be the only person in history who remembers fondly
           | being stressfully forced to write essays in exams.
        
         | jama211 wrote:
         | Or how about we actually collectively learn a lesson from this
         | - if your assignments just ask people to generically
         | regurgitate info, don't be surprised that 90% of students lose
         | interest and see it for what it is, pointless busywork.
         | 
         | I genuinely believe I had many excellent learning experiences
         | at university, and I can assure you none of them were the times
         | I had to re-write course info and hand it back to them in order
         | to check off a box.
         | 
         | Maybe, if one student does something they might be wrong, but
         | if 90% of students do something, perhaps the assignment is
         | wrong? Doubling down and saying "we'll force them to do it by
         | hand then!" Is rather blindly missing the point here no?
        
           | Seattle3503 wrote:
           | I had a lot of great experiences at university too, and was
           | disheartened to see others thought those same things were all
           | pointless busywork.
        
       | xmorse wrote:
       | I am thinking about creating a proof-of-writing signature.
       | Basically an editor with an "anti-cheat", you can't paste text
       | into it. It signs your text with a public key.
        
         | oncallthrow wrote:
         | There is no way to design such a system that is not cheatable.
         | At the very least, someone could simply type out text from
         | another window or device. On any normal operating system or
         | browser, the user will be able to bypass whatever mechanism you
         | have in place anyway.
        
         | hoppp wrote:
         | You can still just type the Ai response. Often when I generate
         | larger code I type it instead of copy paste, that helps me
         | understand it and spot issues faster
        
         | sebzim4500 wrote:
         | We're going to invent kernel level anticheat for text editors
         | rather than just do in person exams.
        
           | staunton wrote:
           | And what will we do next after that gets cheated?
        
         | mopenstein wrote:
         | Can't a raspberry pi (or similar) emulate a USB keyboard? Feed
         | it any text and the key strokes will look real to your editor.
         | 
         | I guess you could require a special encrypted keyboard in your
         | plan.
        
         | ashwinsundar wrote:
         | For everyone pointing out that this idea can be cheated by just
         | typing AI-generated text into the editor - add an AI-detector
         | to the editor. Gamify the whole thing by making a leaderboard
         | of people with the lowest AI-detector-similarity score across
         | things that they have "written"
         | 
         | In a class setting, maybe make the AI-detection an element of
         | take-home assignments - whoever gets the lowest AI-similarity
         | score gets a few points of extra credit or something
         | 
         | As for computer science courses, I'm guessing it's hard to not
         | write simple code that appears AI-generated...so maybe that
         | kind of work needs a written summary to go along with the code
         | as well
        
       | sillysaurusx wrote:
       | I think people who don't like writing shouldn't be forced to
       | write, just like people who don't like music shouldn't be forced
       | to play music. Ditto for math.
       | 
       | Forcing people to do these things supposedly results in a better,
       | more competitive society. But does it really? Would you rather
       | have someone on your team who did math because it let them solve
       | problems efficiently, or did math because it's the trick to get
       | the right answer?
       | 
       | Writing is in a similar boat as math now. We'll have to decide
       | whether we want to force future generations to write against
       | their will.
       | 
       | I was forced to study history against my will. The tests were
       | awful trivia. I hated history for nearly a decade before
       | rediscovering that I love it.
       | 
       | History doesn't have much economical value. Math does. Writing
       | does. But is forcing students to do these things the best way to
       | extract that value? Or is it just the tradition we inherited and
       | replicate just because our parents did?
        
         | topkai22 wrote:
         | Many of the things we teach in school aren't just for the
         | direct knowledge or skill. We largely don't need to do
         | arithmetic any more, but gaining the skill at doing it really
         | improves our ability to deal with symbolic manipulation and
         | abstraction.
         | 
         | I remember another parent ranting about their 3rd grade kids
         | "stupid homework" since it had kids learning different ways of
         | summing numbers. I took a look at the homework and replied
         | "wow, the basics out set theory are in here!" We then had a
         | productive discussion of how that arithmetic exercise led to
         | higher math and ways of framing problems.
         | 
         | Similarly, writing produces a different form of thought than
         | oral communication does.
         | 
         | History is a bit different, but a goal of history and
         | literature is (or it least should be) to socialize students and
         | give them a common frame of reference in society.
         | 
         | Finally there is the "you don't know when you'll need it
         | defense." I have a friend who spent most of the last 20 years
         | as a roofer, but his body is starting to hurt. He's pivoting to
         | CAD drafting and he's brushing off a some of those math skills
         | he hated learning in school. And now arguing with his son about
         | why it's important.
         | 
         | Those are the fundamental defenses- that we are seeking not
         | skills but ways of viewing the world + you don't know what
         | you'll need. There are obviously limits and tradeoffs to be
         | made, but to some degree yes, we should be forcing students
         | (who are generally children or at least inexperienced in a
         | domain) to things they don't like now for benefits later.
        
           | sillysaurusx wrote:
           | Then your friend spent 20 years not needing math skills. If
           | someone spent years doing something useless to them for two
           | decades, we wouldn't call them efficient. But for some
           | bizarre reason, we celebrate it as a point of honor in
           | academia.
           | 
           | One counter argument to yours is that when you do need the
           | skills, you can learn them later. It's arguably easier than
           | it has been at any point in human history. In that context,
           | why front load people with something they hate doing, just
           | because their parents think it's a good idea? Let them wait
           | and learn it when they need it.
        
             | jama211 wrote:
             | They said they dusted off the skills - as in they were glad
             | to have them. This reads a bit aggressive and judgey tbh
        
         | necovek wrote:
         | "Forcing" is a bit strong IMHO -- I believe we've instead lost
         | track of what is "passable", and everyone in higher education
         | should be able to reach that and score a passing grade (D? C?).
         | 
         | Maybe professors are too stringent with their evaluation, or
         | maybe they are not good at teaching people what a passable
         | writing style is, or maybe students simply don't want to accept
         | that if they don't excel at writing, a D or a C is perfectly
         | fine. Perhaps teachers that look for good writing should have
         | separate tests which evaluate students in both scenarios: with
         | and without LLM help.
         | 
         | The same holds true for math: not everybody needs to know how
         | to deduce a proof for every theorem, but in technical sciences,
         | showing that ability and capability will demonstrate how much
         | they are able to think and operate with precision on abstract
         | concepts, very much like in programming. Even if coursework is
         | a bit repetitive, practice does turn shallow knowledge into
         | operational knowledge.
        
           | SoftTalker wrote:
           | In most schools a D is not passing or at least doesn't count
           | as credit towards graduation. I'm not really sure what the
           | point of that grade is to be honest.
        
         | ZeroSolstice wrote:
         | Reading, writing and math have been the constants utilized
         | throughout life and as such have been core subjects carried
         | through educational systems. I'm not quite sure what subjects
         | and topics we would be teaching future generations that didn't
         | include reading, writing, math and science. At the very least
         | writing should be included in more subjects. The hidden feature
         | of including writing in all subjects, as you might have seen in
         | your history endeavor's, is improvements in critical thinking,
         | formulating cohesive arguments and a clearer understanding of
         | topics.
         | 
         | There are greater difficulties that people will have to do in
         | their daily lives than being "forced" to learn how to read,
         | write and do arithmetic. Maybe learning the lesson of
         | overcoming smaller, difficult tasks will allow them to adapt to
         | greater difficulties in the future.
         | 
         | To quote Seneca:                 A gem can not be polished with
         | friction, nor a man perfected without trials.
        
         | doright wrote:
         | People just have to want to like things. If they don't like
         | something enough then a near-ubiquitous form of outsourcing is
         | now available for them to get carried away with.
         | 
         | The "wanting to like things" is a highly undervalued
         | skill/trait. It comes down to building a habit through
         | repetition - not necessarily having fun or getting results, but
         | training your mind like a muscle to think putting in effort
         | isn't that bad an activity.
         | 
         | For those growing up I think this is not something that is
         | taught - usually it is already there as a childlike sense of
         | wonder that gets pruned by controlling interests. If education
         | forcing you to do math removes any enthusiasm you had for math,
         | that's largely determined by circumstance. You'd need someone
         | else to tell you the actual joys of X to offset that (and I'd
         | guess most parents/teachers don't practice math for fun), or
         | just spontaneously figuring out how interesting X is totally on
         | one's own which is even rarer.
         | 
         | I didn't have either so I'm a mathophobe, but I'm alright with
         | that since I have other interests to focus on.
        
       | cryptozeus wrote:
       | Yes writing in lots of form is thinking, we are loosing the
       | ability to think
        
         | ZeroSolstice wrote:
         | I found that the book "Writing to Learn" by William Zinsser was
         | excellent in convening this process. As noted in the book the
         | author advocated for more writing to be included in all
         | subjects.
         | <https://goodreads.com/book/show/585474.Writing_to_Learn>
        
       | FinnLobsien wrote:
       | > A typical belief among students is that classes are a series of
       | hurdles to be overcome; at the end of this obstacle course, they
       | shall receive a degree as testament to their completion of these
       | assignments.
       | 
       | I agree with the broader point of the article in principle. We
       | should be writing to edify ourselves and take education seriously
       | because of how deep interaction with the subject matter will
       | transform us.
       | 
       | But in reality, the mindset the author cites is more common. Most
       | accounting majors probably don't have a deep passion for GAAP,
       | but they believe accounting degrees get good jobs.
       | 
       | And when your degree is utilitarian like that, it just becomes a
       | problem of minimizing time spent to obtain the reward.
        
         | jama211 wrote:
         | I think the author is conflating assignments with learning. The
         | assignments are, by definition, hurdles to be overcome, and
         | they will always be treated as such. Learning can happen in
         | other better ways, and perhaps if your assignment design is to
         | get students to generically regurgitate course material you
         | shouldn't be surprised when that's exactly what they do.
         | 
         | I can't be the only student who had both the experience of
         | wonderful learning moments, AND could see a badly designed
         | assignment a mile off and wasn't motivated to give such a thing
         | my full attention no?
         | 
         | As a side note, if you want the prompt, simply ask for it in
         | the assignment. Asking students for one thing and then
         | complaining when you don't get another is insanity.
        
       | TeMPOraL wrote:
       | Is bringing up Naur's paper and arguing that theory of program is
       | all that matters and LLMs cannot do that, just a 2025 version of
       | calling LLMs stochastic parrots and claiming they don't model or
       | work in terms of concepts? Feels like it.
       | 
       | EDIT: Not a jab at the author per se, more that it's a third or
       | fourth time I see this particular argument in the last few weeks,
       | and I don't recall seeing it even once before.
        
       | Animats wrote:
       | That's because the instructor is asking questions that merely
       | require the student to regurgitate the instructor's text.
       | 
       | To actually teach this, you do something like this:
       | 
       | "Here's a little dummy robot arm made out of Tinkertoys. There
       | are three angular joints, a rotating base, a shoulder, and an
       | elbow. Each one has a protractor so you can see the angle.
       | 
       | 1. Figure out where the end of the arm will be based on those
       | three angles. Those are Euler angles in action. This isn't too
       | hard.
       | 
       | 2. Figure out what the angles should be to touch a specific point
       | on the table. For this robot geometry, there's a simple solution,
       | for which look up "two link kinematics". You don't have to derive
       | it, just be able to work out how to get the arm where you want
       | it. Is the solution unambiguous? (Hint: there may be more than
       | one solution, but not a large number.)
       | 
       | 3. Extra credit. Add another link to the robot, a wrist. Now
       | figure out what the angles should be to touch a specific point on
       | the table. Three joints are a lot harder than two joints. There
       | are infinitely many solutions. Look up "N-link kinematics". Come
       | up with a simple solution that works, but don't try too hard to
       | make it optimal. That's for the optimal controls course.
       | 
       | This will give some real understanding of the problems of doing
       | this.
        
         | jfengel wrote:
         | A LLM can't do that? I'm a little surprised.
         | 
         | (I know jack all about robotics but that sounds like a pretty
         | common assignment, the kind an LLM would regurgitate someone
         | else's homework.)
        
           | nikanj wrote:
           | The LLM is very happy to give you an answer with high
           | confidence.
           | 
           | The answer might be bogus, but the AI will sound confident
           | all the way through.
           | 
           | No wonder sales and upper management love AI
        
             | casey2 wrote:
             | Most physics teachers who do this are happy with the BS
             | answer, maybe 1 in a 10,000 have actually tested their
             | problems in reality.
        
             | thegeomaster wrote:
             | The LLM provides a correct answer to the questions above: h
             | ttps://chatgpt.com/share/68188ed9-e25c-8002-b4f8-460a5d1efe
             | ...
        
           | thegeomaster wrote:
           | Tested: https://chatgpt.com/share/68188ed9-e25c-8002-b4f8-460
           | a5d1efe...
        
         | jama211 wrote:
         | Very well said. It's a bad assignment! Is 1 student does
         | something like this maybe they're wrong, but if 90% of students
         | are doing this, then IMO the assignment is wrong.
        
           | JCharante wrote:
           | Or maybe 90% of students are destined for mediocrity.
           | 
           | One of the most fun classes I took in undergrad had people
           | complaining about the professor's teaching capabilities
           | because it was too hard. We shouldn't cater to the poor
           | performers.
        
       | firefoxd wrote:
       | Personally, I've used LLM to help me better structure my blog
       | post after I write it. Meaning I've already written it, then it
       | enhances it. Most of the time, I'm happy with the results at the
       | time of editing. But when I come back a week or two to re-read
       | it, it looks just like the example the author shared.
       | 
       | The goal is to make something legible, but the reality is we are
       | producing slop. I'm back to writing before my brain becomes lazy.
        
         | bonoboTP wrote:
         | [Edit: I agree] I've also grown to dislike even this use case.
         | I did this back in 2023 but as AI text is spreading, the style
         | - yes, even with prompt adjustments it leaks through - is
         | recognized by more and more people and it's a very very bad
         | look. If I see AI-like text from someone, I take it as an
         | insult. It means they don't feel that it's worth their time to
         | brush up the text themselves. And sure, it may well be that
         | they don't value our interaction enough to spend the time on
         | it. But that fact is indeed by itself insulting. So I only send
         | AI touched up text to orgs that are so faceless or bureaucratic
         | that I don't mind "offending" them.
         | 
         | I've grown to respect typos and slightly misconstructed
         | sentences. It's an interesting dynamic that now what appeared
         | lazy to 2021 eyes actually indicates effort and what appeared
         | polished and effortful in 2021 now indicates laziness.
         | 
         | An example is how the admins of my local compute cluster
         | communicate about downtimes and upgrades etc and they are
         | clearly using AI and it's so damn annoying, it feels like
         | biting into cotton candy fluff. Just send the bullet points! I
         | don't need emojis, I don't need the fake politeness. It's no
         | longer polite to be polite. It doesn't signal any effort.
        
           | necovek wrote:
           | I think the poster you replied to said the same thing.
        
             | bonoboTP wrote:
             | Yes, ironically I was too eager to comment before finishing
             | the read. Let it be a confirmation then.
        
       | nathants wrote:
       | the solution is obvious. stop grading the result, and start
       | grading the process.
       | 
       | if you can one-shot an answer to some problem, the problem is not
       | interesting.
       | 
       | the result is necessary, but not sufficient. how did you get
       | there? how did you iterate? what were the twists and turns? what
       | was the pacing? what was the vibe?
       | 
       | no matter if with encyclopedia, google, or ai, the medium is the
       | message. the medium is you interacting with the tools at your
       | disposal.
       | 
       | record that as a video with obs, and submit it along with the
       | result.
       | 
       | for high stakes environments, add facecam and other information
       | sources.
       | 
       | reviewers are scrubbing through video in an editor. evaluating
       | the journey, not the destination.
        
         | necovek wrote:
         | Unfortunately, the video is a far cry from carrying all the
         | representative information: there is no way you can capture
         | your full emotions as you are working through a problem, and
         | where did you get your "eureka" moments unless you are
         | particularly good at verbalising your through process as you go
         | through multiple dead-ends and recognize how they lead you in
         | the right direction.
         | 
         | And reviewing video would be a nightmare.
        
           | nathants wrote:
           | there are only two options: - have more information - have
           | less information
           | 
           | more is better.
           | 
           | you can scrub video with your finger on an iphone. serious
           | review is always high effort, video changes nothing.
        
             | necovek wrote:
             | Not really: I love reading fiction where I can imagine
             | characters the way I want to based on their written
             | depictions. When I see a book cover replaced with a recent
             | movie adaptation actor, it usually reduces the creative
             | space for the reader instead of enlarging it.
             | 
             | Video in itself is _not_ more information by definition.
             | Just look at those automatically generated videos when you
             | try finding a review on an unusual product.
        
               | nathants wrote:
               | are you trying to evaluate the author for some
               | certification or test? this is contextual to evaluation.
               | 
               | books are great.
               | 
               | hundreds of hours of video of the author writing that
               | book, is strictly more information.
        
         | latentsea wrote:
         | > reviewers are scrubbing through video in an editor.
         | evaluating the journey, not the destination.
         | 
         | Let's be real... Multi-modal LLMs are scrubbing through the
         | journey :P
        
           | nathants wrote:
           | just as there are low value students, there are low value
           | reviewers. same as it ever was.
           | 
           | not every review is important.
        
       | tomjen3 wrote:
       | I wish the author had state out right that they were not using
       | LLMs much, since their opinion on them and their output has no
       | value (its a new technology, and different enough that you do
       | have to spend some time with them in order to be able to find out
       | what value they have for your particluar work[0].
       | 
       | The is especially the case when you are about to complain about
       | style, since that can easily be adjusted, by simply telling the
       | model what you want.
       | 
       | But I think there is a final point that the author is also wrong
       | about, but that is far more interesting: why we write. Personally
       | I write for 3 reasons: to remember, to share and to structure my
       | thoughts.
       | 
       | If an LLM is better then me at writing (and it is) then there is
       | no reason for me to write to communicate - it is not only slower,
       | it is counterproductive.
       | 
       | If the AI is better at wrangling my ideas into some coherent
       | thread, then there is no reason for me to do it. This one I am
       | least convinced about.
       | 
       | AI is already much better than me at strictly remembering, but
       | computers have been that since forever, the issue is mostly
       | convinient input/output. AIs makes this easier thanks to speech
       | to text input.
       | 
       | [0]: See eg. https://www.oneusefulthing.org/p/centaurs-and-
       | cyborgs-on-the....
        
         | patrickmay wrote:
         | If an LLM is better at writing than you are, you should work on
         | improving your writing.
         | 
         | This is especially true for students.
        
           | staunton wrote:
           | Quite likely, further progress will lead to LLMs writing
           | "better" than at least 99% of humans.
           | 
           | I think this will be no more of a contest than playing chess
           | has been: humans don't stand a chance, but it also doesn't
           | matter because being better or worse than the AI is besides
           | the point.
        
           | tomjen3 wrote:
           | LLMs improve faster than I do.
           | 
           | Anyway its like getting better at running because bicycles
           | became a thing: a) pretty soon you are not going to be able
           | to keep up and b) you are better of buying one anyway.
        
         | colonial wrote:
         | > ... their opinion on them and their output has no value
         | 
         | This is ridiculous. Even if the author has never typed a single
         | character into a prompt box, he can still come to perfectly
         | valid conclusions about the technology just by observing
         | patterns in the outputs that are shoved into his face.
         | 
         | "I wish these astrophysicists had stated up front that they've
         | never created a galaxy. How can they have a well-formed opinion
         | on cosmic structures if they only ever observe them?"
        
       | oncallthrow wrote:
       | LLM cheating detection is an interesting case of the toupee
       | fallacy.
       | 
       | The most obvious ChatGPT cheating, like that mentioned in this
       | article, is pretty easy to detect.
       | 
       | However, a decent cheater will quickly discover ways to conduce
       | their LLM into producing text that is very difficult to detect.
       | 
       | I think if I was in the teaching profession I'd just leave, to be
       | honest. The joy of reviewing student work will inevitably be
       | ruined by this: there is 0 way of telling if the work is real or
       | not, at which point why bother?
        
         | Retr0id wrote:
         | > a decent cheater will quickly discover ways to conduce their
         | LLM into producing text that is very difficult to detect
         | 
         | Do you have any examples of this? I've never been able to get
         | direct LLM output that didn't feel distinctly LLM-ish.
        
           | AstroBen wrote:
           | this immediately comes to mind https://regmedia.co.uk/2025/04
           | /29/supplied_can_ai_change_you...
           | 
           | A study on whether LLMs can influence people on
           | r/changemymind
        
             | doright wrote:
             | This only came to light after the study had already been
             | running for a few months. That proves that we can no longer
             | tell for certain unless it's literal GPT-speak the author
             | was too lazy to edit themselves.
             | 
             | Teachers will lament the rise of AI-generated answers, but
             | they will only ever complain about the _blatantly obvious_
             | responses that are 100% copy-pasted. This is only an
             | emerging phenomenon, and the next wave of prompters will
             | learn from the mistakes of the past. From now on, unless
             | you can proctor a room full of students writing their
             | answers with nothing but pencil and paper, there will be no
             | way to know for certain how much was AI and how much was
             | original /rewritten.
        
               | palata wrote:
               | Maybe it will get us to rethink the grading system. Do we
               | need to grade them, or do we need students to learn
               | things? After all, if they grow up to be incompetent,
               | they will be the ones suffering from it.
               | 
               | But I know it's easier said than done: if you get a
               | student to realise that the time they spend at school is
               | a unique opportunity for them to learn and grow, then
               | you're job is almost done already.
        
               | Crestwave wrote:
               | > This only came to light after the study had already
               | been running for a few months. That proves that we can no
               | longer tell for certain unless it's literal GPT-speak the
               | author was too lazy to edit themselves.
               | 
               | Rule 3 of the subreddit quite literally bars people from
               | accusing posts of being AI-generated. I have only visited
               | it a few times in recent times, but I noticed quite a few
               | GPT-speak posts with comments calling it out getting
               | removed and punished.
        
         | lionkor wrote:
         | You assume that the teachers job is to catch when someone is
         | cheating; its not. The teachers job is to teach, and if the
         | kids don't learn because their parents allow them to cheat,
         | don't check them at all, and let them behave like shitheads,
         | then the kids will fail in life.
        
           | SoftTalker wrote:
           | In many current-day school systems, the teachers job is to
           | get the required percentage of students to pass the state
           | assessment for their grade level.
           | 
           | They don't get an exemption if the parents don't care.
        
           | sillysaurusx wrote:
           | > then the kids will fail in life.
           | 
           | Quite the assertion. If anything the evidence is in favor of
           | the other direction.
           | 
           | It was eye opening to see that most students cheat. By the
           | same token, most students end up successful. It's why
           | everyone wants their kids to go to college.
        
           | pixl97 wrote:
           | This isn't the way reality works.
           | 
           | Or, bad money chases out good. Idiots that cheat will get the
           | recommendations for jobs where by maxing the grade. The
           | person that actually works gets set back. Even worse society
           | at large loses and actually educated person. And lastly a
           | school is going to attempt to protect their name by
           | preventing cheating.
        
         | palata wrote:
         | > there is 0 way of telling if the work is real or not
         | 
         | Talk to the student, maybe?
         | 
         | I have been an interviewer in some startups. I was not asking
         | leetcode questions or anything like that. My method was this: I
         | would pretend that the interviewee is a new colleague and that
         | I am having coffee with them for the first time. I am generally
         | interested in my colleagues: who are they, what do they like,
         | where do they come from? And then more specifically, what do
         | they know that relates to my work? I want to know if that
         | colleague is interested in a topic that I know better, so that
         | I could help them. And I want to know if that colleague is an
         | expert in a topic where they could help me.
         | 
         | I just have a natural discussion. If the candidate says "I love
         | compilers", I find this interesting and ask questions about
         | compilers. If the person is bullshitting me, they won't manage
         | to maintain an interesting discussion about compilers for 15
         | minutes, will they?
         | 
         | It was a startup, and the "standard" process became some kind
         | of cargo culting of whatever they thought the interviews at
         | TooBigTech were like: leetcode, system design and whatnot.
         | Multiple times, I could _obviously_ tell in advance that even
         | if this person was really good at passing the test, I didn 't
         | think it would be a good fit for the position (both for the
         | company and for them). But our stupid interviews got them hired
         | anyway and guess what? It wasn't a good match.
         | 
         | We underestimate how much we can learn by just having a
         | discussion with a person and actually being interested in
         | whatever they have to say. As opposed to asking them to answer
         | standard questions.
        
         | makeitdouble wrote:
         | On reviewing students' work: people exchange copies, get their
         | hands on past similar assignments, get friends to do their
         | homework , potentially each of them shadow the other in fields
         | they're good at etc.
         | 
         | There always was a bunch of realistic options to not actually
         | do your submitted work, and AI is merely makes it easier, more
         | detectable and more scalable.
         | 
         | I think it moves the needle from 40 to 75, which is not great,
         | but you'd already be holding your nose at student work half of
         | the time before AI, so teaching had to be about more than that
         | (and TBH it was, when I was in school teachers gave no fuck
         | about submitted work if they didn't validate it by some
         | additional face to face or test time)
        
         | cwalv wrote:
         | > there is 0 way of telling if the work is real or not, at
         | which point why bother?
         | 
         | I might argue you couldn't really tell if it was "real" before
         | LLMs, either. But also, reviewing work without some
         | accompanying dialogue is probably rarely considered a joy
         | anyway.
        
       | hoppp wrote:
       | If LLMs existed back in the 90s and 00s I would have generated
       | all my homework too.
       | 
       | The kids these days got everything...
        
         | jama211 wrote:
         | 100%. Students aren't stupid, they can tell the difference
         | between a lazily designed assignment that doesn't deserve their
         | full attention, and actually engaging learning
         | moments/environments that will spark something inside them.
         | It's not their fault that the latter is so incredibly rare in
         | course design.
         | 
         | Sounds to me like they asked the students to just regurgitate
         | genetic course info and then complained when that's what they
         | received. This wasn't going to lead to an excellent learning
         | moment for these students whether an LLM was used or not.
        
       | tptacek wrote:
       | I have a lot of sympathy for the author's position but I may have
       | missed the point in the article where he explained why clarity of
       | writing and genuineness of human expression was so vital to a
       | robotics class. It's one thing for an instructor to appreciate
       | those things; another for them to confound their own didactic
       | purpose with them. This point seems obvious enough that I feel
       | like I must have missed something.
       | 
       | As always, I reject wholeheartedly what this skeptical article
       | has to say about LLMs and programming. It takes the (common)
       | perspective of "vibe coders", people who literally don't care
       | what code says as long as something that runs comes out the other
       | side. But smart, professional programmers use LLMs in different
       | ways; in particular, they review and demand alterations to the
       | output, the same way you would doing code review on a team.
        
         | necovek wrote:
         | I think they summed it up well in the section "Why do we write,
         | anyway?" -- they nowhere claimed it was vital for students'
         | success in a robotic class. On the contrary as they title a
         | subsection there with "If it's worth doing, it's worth doing
         | *badly*" (emphasis mine) -- so what they are looking for is to
         | peer into the author's mind and their original thoughts.
         | 
         | The _implication_ there is that this is _acceptable_ to pass a
         | robotics class, and potentially this gives them more
         | information about students ' comprehension to further improve
         | their instruction and teaching ("...that they have some kind of
         | internal understanding to share").
         | 
         | On that second point, I have yet to see someone demonstrate a
         | "smart, professional programmer use LLMs" in a way where it
         | produces high quality output in their area of expertise, while
         | improving their efficiency and thus saving time for them
         | (compared to them just using a good, old IDE)!
        
           | tptacek wrote:
           | Who have you asked? What has been your experience observing
           | professionals using LLMs?
        
             | necovek wrote:
             | Is "what has been my experience" not implied in what I am
             | still waiting for -- "someone using an LLM to produce high
             | quality code in the field of their expertise in less time
             | than without an LLM"?
             | 
             | So, observing a couple of my colleagues (I am an
             | engineering manager, but have switched back and forth
             | between management and IC roles for the last ~20 years),
             | I've seen them either produce crap, or spend so much time
             | tuning the prompts that it would have been faster to do it
             | without an LLM. They mostly used Github Copilot or ChatGPT
             | (most recent versions as of last few months ago).
             | 
             | I am also keeping out a keen eye for any examples of this
             | (on HN in particular), but it usually turns out things like
             | https://news.ycombinator.com/item?id=43573755
             | 
             | Again, I am not saying it's not being done, but I have
             | struggled to find someone who would demonstrate it happen
             | in a convincing enough fashion -- I am really trying to
             | imagine how I would best incorporate this into my daily
             | non-work programming activities, so I'd love to see a few
             | examples of someone using it effectively.
        
               | tptacek wrote:
               | LLMs don't make bad programmers into good programmers. If
               | your team is comfortable merging "crap", you have deeper
               | problems.
        
               | necovek wrote:
               | If you don't want to engage in an honest discussion,
               | please refrain from making assumptions: nobody mentioned
               | "merging crap". I stopped clearly at guiding an LLM to
               | make a code change, which is at best, a pull request.
        
               | tptacek wrote:
               | How is that better? As a team lead, what would you think
               | of a team member who consistently generated "crap" pull
               | requests?
               | 
               | You see the same thing in every argument with LLM
               | skeptics. 'The code is bad. You don't even know what the
               | code is doing." _This is obviously false_. A professional
               | reads the code they commit and push. A professional doesn
               | 't push code they know to be bad.
        
               | necovek wrote:
               | "Let's identify specific, clear areas for improvement,
               | and if they are not able to improve, let's fire them":
               | it's as simple as that.
               | 
               | Teaching a human with motivation, potential and desire to
               | learn is both _easier_ , and more rewarding (for most
               | humans), than attempting to teach LLM to write good code
               | every time -- humans tend to value their personal
               | experiences more, whereas LLM relies more on the training
               | corpus. So when I've seen people massage LLM output to be
               | decent or excellent, it took them more time than it would
               | have taken for them to write it from scratch without an
               | LLM.
               | 
               | Which makes LLMs mostly a curiosity, and not a
               | productivity booster. Can it get there? I hope it can,
               | because that would be amazing.
        
               | tptacek wrote:
               | None of this responds to what I just wrote. Can you
               | engage with the question I asked directly? Thanks!
        
               | necovek wrote:
               | You asked:                 > As a team lead, what would
               | you think of a team member who consistently generated
               | "crap" pull requests?
               | 
               | This is directly answered with my first paragraph: that's
               | exactly what I would think of them, and how I would act
               | on it.
               | 
               | Your first question was:                 > How is that
               | better?
               | 
               | In the second paragraph, I explained why it's better to
               | do a code review for a crappy pull request that's human-
               | produced vs LLM-generated: it is easier, faster, and more
               | psychologically rewarding.
               | 
               | If you are talking about a case where an inexperienced
               | human uses LLM to start off with a crappy code change,
               | but then adapts the output during the review process, and
               | potentially learns through it (though research confirms
               | people learn better when they produce mistakes
               | themselves) -- they still won't be able to use LLM to
               | produce comparable code the next time, so they'll have to
               | do the review and improve it by hand before putting it up
               | for review by somebody else, thus negating any
               | productivity gain (which was the original premise), and
               | likely reducing the learning potential.
               | 
               | If there was a question I misinterpreted, please
               | enlighten me. Thanks! :)
        
               | tptacek wrote:
               | Jim and Toby are interviewing Darryl Philbin for the
               | position of manager at Dunder Mifflin Scranton. Jim asks
               | what Darryl would do to resolve a conflict between two
               | employees in the warehouse Darryl already managed. "I'll
               | answer that, Jim. I would use it as an opportunity to
               | teach... about actions... and consequences of actions".
               | 
               | That's the answer you just gave me. Good note! (Darryl
               | didn't get the job.)
               | 
               | You're dodging my point. If you are managing a team where
               | people are using LLMs to generate pull requests full of
               | "crap" code (your word), you have a mismanaged team, and
               | would with or without the LLMs, because on a well-managed
               | team people don't create PRs full of crap code.
               | 
               | I'm fine if you want to say LLMs are dangerous tools in
               | the hands of unseasoned developers. Fine, you can have a
               | rule where only trusted developers get to use them. That
               | actually seems pretty sane!
               | 
               | But a trustworthy developer using an LLM isn't going to
               | be pushed by the LLM into creating "crap" PRs, because
               | the LLM doesn't make the PRs, the developer does. If the
               | developer isn't _reading_ the code the LLM is producing,
               | they 're not doing their job.
               | 
               | Sometimes you get people saying "ok but reading that code
               | is work so how is the LLM saving any time", which is
               | something you could also say about adding any human
               | developer to a team; their code also has to get reviewed.
               | 
               | So help me understand how your concerns here cohere.
        
               | necovek wrote:
               | You seem to be arguing a point I never made: I never
               | claimed LLMs are "dangerous", nor that crappy code only
               | comes out of LLMs. They are just a tool, and I agree it
               | is the responsibility of the developer wielding them to
               | produce good work with (or without) them -- this was
               | never disputed.
               | 
               | I don't have any issue with someone using an LLM but I
               | have not observed any efficiency gain from those who do
               | -- that's my entire point, and the biggest selling point
               | for using coding assistants. I've either seen them
               | produce "crappy code" faster (which, ultimately, they
               | could do by hand as well), or be slower than doing their
               | work "manually".
               | 
               | At the same time, I disagree about teams producing lousy
               | PRs being mismanaged by definition: there are
               | circumstances where doing that is warranted (LLM or no
               | LLM), as long as the long term direction is improving
               | (less crappy code over time). There are plenty of nuances
               | there too.
        
           | dcre wrote:
           | A couple of examples from influential open source developers:
           | Adam Wathan (Tailwind) agreeing with Mitchell Hashimoto that
           | LLMs are making them more productive. "in their area of
           | expertise" is not obvious from this post alone, but I am
           | pretty confident from the way they talk about it that they
           | are not exclusively using LLMs on side projects where they're
           | inexpert.
           | 
           | https://x.com/adamwathan/status/1911845073286803923
           | 
           | Armin Ronacher also talks about using LLMs quite a bit, but I
           | don't have as good of an example from his tweets of him
           | straightforwardly saying "yes, they are useful to me!"
        
             | necovek wrote:
             | "Saying" vs "demonstrating": I am careful with the words I
             | am using.
             | 
             | It's not just nitpicking: maybe it's only their perception
             | they are more productive? Or maybe they are. But saying it
             | is not convincing enough for me.
        
               | dcre wrote:
               | That's a good point, though it's worth thinking about
               | what would count as a demonstration. Pointing to a PR
               | that an LLM helped with is not enough because you don't
               | know how long it would have taken without the use of
               | LLMs. The counterfactual never really exists. What is the
               | hard evidence vim or emacs makes people more productive?
               | Using git over svn? Using search engines? Over time, we
               | expect people to use the things that make them more
               | productive.
        
       | barbazoo wrote:
       | Same with all these AI businesses wrapping business around a
       | prompt. Just tell me the prompt.
        
       | Retr0id wrote:
       | Write a witty comment in the style of a Hacker News user who just
       | read an article titled "I'd rather read the prompt"
        
         | flysand7 wrote:
         | Write a troll response in the style of Hacker News troll who
         | wants to troll the Hacker news users who just read the article
         | titled "I'd rather read the prompt". Make it ironic
        
           | jama211 wrote:
           | And low effort! Hahaha
        
       | necovek wrote:
       | I've already asked a number of colleagues at work producing
       | insane amount of gibberish with LLMs to just pass me the prompt
       | instead: if LLM can produce verbose text with limited input, I
       | just need that concise input too (the rest is simply made up
       | crap).
        
         | jsheard wrote:
         | I'm far from the first to make this observation but LLMs are
         | like anti-compression algorithms when used like that, a simple
         | idea gets expanded into a bloated mess by an LLM, then sent to
         | someone else who runs it through another LLM to summarize it
         | back to something approximating the original prompt. Nobody
         | benefits aside from Sam Altman and co, who get to pocket a cool
         | $0.000000001 for enabling this pointless exercise.
        
           | throwawaysleep wrote:
           | Depends on what you are looking for. I've turned half baked
           | ideas into white papers for plenty of praise. I've used them
           | to make my Jira tickets seem complicated and complete. I've
           | used them to get praised for writing comprehensive
           | documentation.
           | 
           | Part of my performance review is indirectly using bloat to
           | seem sophisticated and thorough.
        
             | generativenoise wrote:
             | Would be nice to fix the performance reviews so we don't
             | end up in a arms race of creating bloat until it becomes so
             | unproductive it kills the host.
             | 
             | Over-fitting proxy measures is one of the scourges of
             | modernity.
             | 
             | The only silver lining is if it becomes so wide spread and
             | easy it loses the value of seeming sophisticated and
             | thorough.
        
               | FridgeSeal wrote:
               | > creating bloat until it becomes so unproductive it
               | kills the host
               | 
               | Maybe we should let/encourage this to happen. Maybe
               | letting bloated zombie-like organisations bloat
               | themselves to death would thin the herd somewhat, to make
               | space for organisations that are less "broken".
        
               | justinclift wrote:
               | "But at what price?" is probably the right question here,
               | and that'd be a case by case basis thing. ;)
        
               | GreenWatermelon wrote:
               | All FAANG/MAGMA dying is a bonus. The cherry on top. Net
               | positive for humanity. A best case scenario.
        
               | elzbardico wrote:
               | I am on the mind that every organization should
               | eventually die before it becomes a monster. I am also not
               | a huge fan of inheritance for the same reason.
        
             | necovek wrote:
             | I fully believe you and I am saddened by the reality of
             | your situation.
             | 
             | At the same time, I strive really hard to influence the
             | environment I am in so it does not value content bloat as a
             | unit of productivity, so hopefully there are at least some
             | places where people can have their sanity back!
        
             | musicale wrote:
             | > comprehensive documentation
             | 
             | Documentation is an interesting use case. There are various
             | kinds of documentation (reference, tutorial, architecture,
             | etc.) and LLMs might be useful for things like
             | 
             | - repetitive formatting and summarization of APIs for
             | reference
             | 
             | - tutorials which repeat the same information verbosely in
             | an additive, logical sequence (though probably a human
             | would be better)
             | 
             | - sample code (though human-written would probably be
             | better)
             | 
             | The tasks that I expect might work well involve repetitive
             | reformatting, repetitive expansion, and reduction.
             | 
             | I think they also might be useful for systems analysis,
             | boiling down a large code base into various kinds of
             | summaries and diagrams to describe data flow, computational
             | structure, signaling, etc.
             | 
             | Still, there is probably no substitute for a Caroline
             | Rose[1] type tech writer who carefully thinks about each
             | API call and uses that understanding to identify design
             | flaws.
             | 
             | [1] https://folklore.org/Inside_Macintosh.html?sort=date
        
               | chmod775 wrote:
               | Yes, but none of the current LLMs are even remotely
               | useful doing that kind of work for even something
               | moderately complex. I have a 2k LOC project that no LLM
               | even "understands" *. They can't grasp what it is: It's a
               | mostly react-compatible implementation of "hooks" to be
               | used for a non-DOM application. Every code assistant
               | thinks it's a project using React.
               | 
               | Any documentation they write at best re-states what is
               | immediately obvious from the surrounding code (Useless: I
               | need to explain _why_ ), or is some hallucination trying
               | to pretend it's a React app.
               | 
               | To their credit they've slowly gotten better now that a
               | lot of documentation already exists, but that was me
               | doing the work for them. What I needed them to do was
               | understand the project from existing code, then write
               | documentation _for me_.
               | 
               | Though I guess once we're at the point AI is that good,
               | we don't need to write any documentation anymore, since
               | every dev can just generate it for themselves with their
               | favorite AI and in the way they prefer to consume it.
               | 
               | * They'll pretend they understand by re-stating what is
               | written in the README, then proceed to produce nonsense.
        
               | justinclift wrote:
               | I've found "Claude 3.7 Sonnet (Thinking)" to be pretty
               | good at moderately complex code bases, _after_ going
               | through the effort to get it to be thorough.
               | 
               | Without that effort it's a useless sycophant and is
               | functionally extremely lazy (ie takes short cuts all the
               | time).
               | 
               | Don't suppose you've tried that particular model, after
               | getting it to be thorough?
        
               | galangalalgol wrote:
               | Delivering a library with an llm to explain the api and
               | idiomatic usage seems like an interesting use case.
        
             | bdangubic wrote:
             | I'd rather be homeless in Philadelphia than work where you
             | work
        
               | cwalv wrote:
               | This kind of "perf review" hacking works ~everywhere; how
               | well it works correlates with how entrenched the
               | organization is (i.e., how hard it is for new players to
               | disrupt).
               | 
               | You don't have to play the game the same way to work
               | there. But it helps to accept that others will play it,
               | and manage your own expectations accordingly.
        
               | bdangubic wrote:
               | _But it helps to accept that others will play it_
               | 
               | Feel for you or anyone surrounded by such _others_ but it
               | is most definitely not _everywhere_ - that is used to
               | justify your presence in a place of work you should not
               | be
        
               | palata wrote:
               | > This kind of "perf review" hacking works ~everywhere
               | 
               | I don't have tons of examples, but in my experience:
               | 
               | * This worked in toxic environments. They deserve it.
               | 
               | * This doesn't work in a functional environment, because
               | they don't have those bullshit metrics.
               | 
               | If you _have_ to rely on those tricks, it 's time to look
               | for another job.
        
               | seattle_spring wrote:
               | Which big, well-paying companies do not have "those
               | bullshit metrics"? I know for a fact that Meta, Google,
               | Stripe, Airbnb, and Oracle all lean heavily on
               | performance review cycles based entirely on ridiculous
               | metrics. Getting ahead there _requires_ you to play the
               | stupid games GP is suggesting.
        
               | bdangubic wrote:
               | If you work there, as OP said, _it 's time to look for
               | another job._
        
               | seattle_spring wrote:
               | Totally, if you're willing to trade in your half-million
               | or more annual compensation for $150k or less. My point
               | is that it's an unfortunate game you have to play if
               | you're working for places like that.
        
               | bdangubic wrote:
               | the coolest thing "the big tech" was able to do is
               | convince a whole bunch ridiculously smart people that
               | they only place they can make $500k is with them. I
               | personally (I am just one person) know more than 10
               | people _not_ working for big tech making (some
               | significantly) north of $500k as SWEs and doing awesome
               | sh*t (unlike I would un-intelligently guess most of big
               | tech employees)
        
               | seattle_spring wrote:
               | Sure, there are _some_ jobs that match your description,
               | likely for people that can brand themselves  "AI
               | engineers" for a rocketship company like OpenAI. Their
               | number is absolutely miniscule compared to the number of
               | big-tech jobs.
        
               | chipsrafferty wrote:
               | And those are all examples of companies nobody should
               | work for
        
               | astrange wrote:
               | The original post doesn't mention anything quantitative
               | ("metrics"). Did this get sidetracked?
               | 
               | > Depends on what you are looking for. I've turned half
               | baked ideas into white papers for plenty of praise. I've
               | used them to make my Jira tickets seem complicated and
               | complete. I've used them to get praised for writing
               | comprehensive documentation.
               | 
               | This is about giving people a good impression of you so
               | they'll write strong peer feedback.
        
             | Wowfunhappy wrote:
             | ...thinking about it, there are probably situations where
             | making something more verbose makes it take less effort to
             | read. I can see how an LLM might be useful in that
             | situation.
        
             | palata wrote:
             | If your organisation is such that you have to do this even
             | though you are competent for your job, then they deserve
             | it. They lose money because they do it wrong.
             | 
             | If your organisation is functional and you are abusing it
             | by doing that, then you deserve to get fired.
        
           | musicale wrote:
           | > LLMs are like anti-compression algorithms when used like
           | that, a simple idea gets expanded into a bloated mess by an
           | LLM,
           | 
           | I think that's the answer:
           | 
           | LLMs are primarily useful for data and text translation and
           | reduction, not for expansion.
           | 
           | An exception is repetitive or boilerplate text or code where
           | a verbose format is required to express a small amount of
           | information.
        
             | derefr wrote:
             | There is one other very useful form of "expansion" that
             | LLMs do.
             | 
             | If you aren't aware: (high-parameter-count) LLMs can be
             | used pretty reliably to teach yourself things.
             | 
             | LLM base models "know things" to about the same degree that
             | the Internet itself "knows" those things. For well-
             | understood topics -- i.e. subjects where the Internet
             | contains all sorts of open-source textbooks and treatments
             | of the subject -- LLMs really do "know their shit": they
             | won't hallucinate, they will correct you when you're
             | misunderstanding the subject, they will calibrate to your
             | own degree of expertise on the subject, they will make
             | valid analogies between domains, etc.
             | 
             | Because of this, you can use an LLM as an infinitely-
             | patient tutor, to learn-through-conversation any (again,
             | well-understood) topic you want -- and especially, to shore
             | up any holes in your understanding.
             | 
             | (I wouldn't recommend relying _solely_ on the LLM -- but I
             | 've found "ChatGPT in one tab, Wikipedia open in another,
             | switching back and forth" to be a very useful learning
             | mode.)
             | 
             | See this much-longer rambling
             | https://news.ycombinator.com/item?id=43797121 for details
             | on why exactly this can be _better_ (sometimes) than just
             | reading one of those open-source textbooks.
        
               | jcul wrote:
               | Yeah you're totally right with this use case.
               | 
               | It feels like the information is there strewn across the
               | internet, in forums, Reddit posts, stack overflow, specs,
               | books. But to trawl though it all was so time consuming.
               | With an LLM you can quickly distill it down to just the
               | information you need.
               | 
               | Saying that, I do feel like reading the full spec for
               | something is a valuable exercise. There may be unknown
               | unknowns that you can't even ask the LLM about. I was
               | able to become a subject expert in different fields just
               | but sitting down and reading through the specs / RFCs,
               | while other colleagues continued to struggle and guess.
        
               | palata wrote:
               | To me:
               | 
               | If an LLM can help you understand an RFC, it's great.
               | You're now relying on the RFC.
               | 
               | If an LLM can help you not rely on the RFC, you're doing
               | it wrong.
        
               | _AzMoo wrote:
               | I use LLMs a huge amount in my work as a senior software
               | engineer to flesh out the background information required
               | to make my actual contributions understandable to those
               | without the same background as me. eg, if I want to write
               | a proposal on using SLO's and error budgets to make data
               | driven decisions about which errors need addressing and
               | which don't, inside a hybrid kubernetes and serverless
               | environment, I could do a few things:
               | 
               | * Not provide background information and let people
               | figure it out for themselves. This will not help me
               | achieve my goals.
               | 
               | * Link them to Google's SRE book and hope they read it.
               | Still not achieving my goals, because they won't.
               | 
               | * Spend 3 hours writing the relevant background
               | information out for them to read as part of my proposal.
               | This will achieve my goals, but take an extra 3 hours.
               | 
               | * Tell the LLM what I'm looking for and why, then let it
               | write it for me in 2 minutes, instead of 3 hours. I can
               | check it over, make sure it's got everything, refine it a
               | little, and I've still saved 2.5 hours.
               | 
               | So for me, I think the author has missed a primary reason
               | people use LLMs. It saves a bunch of time.
        
               | lazyasciiart wrote:
               | This usage had never occurred to me but including
               | adequate background information is definitely something I
               | struggle with - I'll definitely try this!
        
               | necovek wrote:
               | For a teacher, they want to see you spend those 3h to see
               | what you come up with, and if there's something they
               | should direct your attention to, or something they should
               | change in their instruction.
               | 
               | But ultimately, getting the concise summary for a complex
               | topic (like SLIs and SLOs are) is brilliant, but would be
               | even better if it was full of back-links to deeper dives
               | around the Internet and the SRE book.
        
               | mettamage wrote:
               | This is how I currently am relearning upper high school
               | math. It's tremendously helpful as I am a why guy.
               | 
               | Why is the angle called m? Why is a combination nPr *
               | (1/r)? What is 1/r doing there?
               | 
               | I use mathacademy.com as my source of practice. Usually
               | that's enough but I tend to fall over if small details
               | aren't explained and I can't figure out why those details
               | are there.
               | 
               | In high school this was punished. With state of the art
               | LLMs, I have a good tutor.
               | 
               | Also it's satisfying to just upload a page in my own
               | handwriting and it understands what I did, and is able to
               | correct me there.
        
               | necovek wrote:
               | The fact that we see lower grades as "punishment" is the
               | root of the problem: grades are an assessment of our
               | understanding level and competence on a topic.
               | 
               | Now, I know psychologically it's not as simple, and both
               | society and ourselves equate academic (and professional,
               | later on) success with personal worth, but that's a
               | deeper, harder topic.
        
             | valenterry wrote:
             | They are also useful for association. Imagine an LLM
             | trained on documentation. Then you can retrieve info
             | associated with your question.
             | 
             | This can go beyond just specific documentation but also
             | include things like "common knowledge" which is what the
             | other poster meant when they talked about "teaching you
             | things".
        
               | palata wrote:
               | In my experience, if the information I need is in the
               | documentation, then I don't need the LLM. If it is not in
               | the documentation, then the LLM will invent stuff that
               | _could be there_ but that isn 't, and it's actually a
               | loss of time.
        
               | valenterry wrote:
               | > In my experience, if the information I need is in the
               | documentation, then I don't need the LLM
               | 
               |  _need_ is a strong word. Do you _need_ to be able to do
               | ctrl+F? Not really, you can just read it all. But maybe
               | it 's easier to do ctrl+F. Same with LLM. Just imagine it
               | as a fuzzy ctrl+F. Can be useful.
        
               | palata wrote:
               | The thing is, being able to read documentation is a
               | skill.
               | 
               | Being really good at ctrl+F / LLM is not the same. I
               | learn a lot just browsing through documentation, without
               | searching anything in particular.
        
             | chipsrafferty wrote:
             | IMO the main uses of LLM are guided problem solving and a
             | better Google search that you can ask questions in a
             | natural way.
             | 
             | Producing text as output is not the way
        
             | tobir wrote:
             | Yeah, this is the usual interaction with LLMs when coding:
             | Ask GPT/Claude to write me a simple function. It writes 100
             | lines of code, trying to infer the rest of your codebase.
             | Tell it to only solve my issue and do it in 5 lines of
             | code. Get something close to working.
        
           | charlieyu1 wrote:
           | I blame humans. I never understand why unnecessarily long
           | writing is required in a lot of places.
        
             | Aeolun wrote:
             | Rituals are significant because they are long. A ritual
             | that consisted of the words "Rain please" wouldn't convince
             | the gods, much less their human followers.
        
             | necovek wrote:
             | "I have made this longer than usual because I have not had
             | time to make it shorter." -- _attributed to many[1]_
             | 
             | The funny thing is that people use LLMs to do the opposite
             | instead of what is implied to be a smarter thing to do with
             | the above quote.
             | 
             | [1] https://quoteinvestigator.com/2012/04/28/shorter-
             | letter/
        
           | devnullbrain wrote:
           | Yep. They're very closely linked.
           | 
           | http://prize.hutter1.net/
           | 
           | Note the preamble, FAQs, and that all of the winning entries
           | are now neural networks.
        
           | jameshart wrote:
           | Actually, pretty sure Sam Altman gets to _spend_ that money
           | on power and compute, not sure they've figured out how to
           | turn it into an income stream yet.
        
           | arealaccount wrote:
           | I think they actually lose the $0.000001
        
         | kace91 wrote:
         | "Someone sent me this ai generated message. Please give me your
         | best shot at guessing the brief prompt that originated the
         | text".
         | 
         | Done, now ai is just lossy prettyprinting.
        
           | agentultra wrote:
           | An incredible use of such advanced technology and gobs of
           | energy.
        
             | genewitch wrote:
             | What will me make the rocks with lightning in do next?!
        
           | phamilton wrote:
           | Jokes aside, this happens all the time.
           | 
           | I have it write doc strings. I later ask it to explain a
           | section of code, wherein it uses the doc strings to
           | understand and explain the code to me.
           | 
           | A less lossy way to capture this will probably emerge at some
           | point.
        
         | roarcher wrote:
         | Recently I wasted half a day trying to make sense of story
         | requirements given to me by a BA that were contradictory and
         | far more elaborate than we had previously discussed. When I
         | finally got ahold of him he confessed that he had run the
         | actual requirements through ChatGPT and "didn't have time to
         | proofread the results". Absolutely infuriating.
        
         | ortusdux wrote:
         | https://marketoonist.com/2023/03/ai-written-ai-read.html
        
         | ponector wrote:
         | Chatgpt very useful for adding softness and politeness to my
         | sentences. Would you like more straight forward text which
         | probably will be rude for regular american?
        
           | lttlrck wrote:
           | Yes. I can't stand waffle from native or non-native speakers.
           | Waste of electrons and oxygen :-) that might just be me
           | however. Know your audience ;-)
        
           | phamilton wrote:
           | If we can detach content and presentation, then the reader
           | can choose tone and length.
           | 
           | At some point we will stop making decisions about what future
           | readers want. We will just capture the concrete inputs and
           | the reader's LLM will explain it.
        
             | walleeee wrote:
             | I don't think form and function can be separated so cleanly
             | in natural language. However you encode what's between your
             | ears into text, you've made (re)presentational choices.
             | 
             | A piece of text does not have a single inherently correct
             | interpretation. Its meaning is a relation _constructed at
             | run- (i.e. read-)time_ between the reader, the writer, and
             | (possibly) the things the text refers to, that is if both
             | sides are well enough aligned to agree on what those are.
             | 
             | Words don't speak, they only gesture.
        
               | phamilton wrote:
               | My LLM workflow involves a back-and-forth clarification
               | (verbose input -> LLM asks questions) that results in a
               | rich context representing my intent. Generating
               | comments/docs from this feels lossy.
               | 
               | What if we could persist this final LLM context state?
               | Think of it like a queryable snapshot of the 'why' behind
               | code or docs. Instead of just reading a comment, you
               | could load the associated context and ask an LLM
               | questions based on the original author's reasoning state.
               | 
               | Yes, context is model-specific, a major hurdle. And there
               | are many other challenges. But ignoring the technical
               | implementation for a moment, is this concept - capturing
               | intent via persistent, queryable LLM context - a valuable
               | problem to solve? I feel it would be.
        
               | walleeee wrote:
               | It sounds worthwhile. I just wonder how you envision the
               | author encoding their reasoning state. If as (terse)
               | text, how would the author know the LLM successfully
               | unpacks its meaning without interrogating it in detail,
               | and then fine-tuning the prompt? And at that point, it
               | would probably be faster to just write more verbose docs
               | or comments?
               | 
               | What about a tool that simply allows other developers to
               | hover over some code and see any relevant conversations
               | the developer had with a model? Version the chat log and
               | attach it to the code basically.
        
               | necovek wrote:
               | It's no accident most of the software development world
               | gravitated toward free and open source tooling:
               | proprietary tool-specific code and build recipes have the
               | same gotchas as the model-specific context would have
               | today.
               | 
               | So perhaps switching to open-source models of sufficient
               | "power" will obsolete that particular concern (they would
               | be a "development dependency", just like a linter,
               | compiler or code formatter are today).
        
           | blt wrote:
           | yes
        
         | kevinventullo wrote:
         | Something I've found very helpful is when I have a murky idea
         | in my head that would take a long time for me to articulate
         | concisely, and I use an LLM to compress what I'm trying to say.
         | So I type (or even dictate) a stream of consciousness with lots
         | of parentheticals and semi-structured thoughts and ask it to
         | summarize. I find it often does a great job at saying what I
         | want to say, but better.
         | 
         | (See also the famous Pascal quote "This would have been a
         | shorter letter if I had the time").
         | 
         | P.s. for reference I've asked an LLM to compress what I wrote
         | above. Here is the output:
         | 
         |  _When I have a murky idea that's hard to articulate, I find it
         | helpful to ramble--typing or dictating a stream of semi-
         | structured thoughts--and then ask an LLM to summarize. It often
         | captures what I mean, but more clearly and effectively._
        
           | dkdbejwi383 wrote:
           | Like the linked article, I'd rather read your original text,
           | even if it's less structured and rough
        
             | solaire_oa wrote:
             | Agreed, the messiness of the original text has character
             | and humanity that is stripped from the summarized text. The
             | first text is an original thought, exchanged in a dialogue,
             | imperfectly.
             | 
             | Elsewhere in this comment section, it's discussed about the
             | importance of having original thought, which the summarized
             | text specifically isn't, and has leeched away.
             | 
             | The parent comment has actually made the case against the
             | summarized text being "better" (if we're measuring anything
             | that isn't word count).
        
           | procaryote wrote:
           | Learning to articulate your thoughts is pretty vital in
           | learning to think though.
           | 
           | An LLM could make something sound articulate even if your
           | input is useless rambling containing the keywords you want to
           | think about. Having someone validate a lack of thought as
           | something useful doesn't seem good for you in the long term
        
           | seabass wrote:
           | Your original here is distinctly better! It shows your voice
           | and thought patterns. All character is stripped away in the
           | "compressed" version, which unsurprisingly is longer, too.
        
             | chipsrafferty wrote:
             | What do you mean it's longer? It's shorter.
        
         | SchemaLoad wrote:
         | This is how I've felt about using LLMs for things like writing
         | resumes and such. It can't possibly give you more than the
         | prompt since it doesn't know anything more about you than you
         | gave it in the prompt.
         | 
         | It's much more useful for answering questions that are public
         | knowledge since it can pull from external sources to add new
         | info.
        
         | thomasahle wrote:
         | The one case where this doesn't work, is if the prompt is, say
         | 3 ideas, which the LLM expand to 20, and the colleague then
         | trimmed down to 10.
         | 
         | Ideally there's some selection done, and the fact you're
         | receiving it means it's better than a mean answer. But
         | sometimes they haven't even read the LLM output themselves :-(
        
         | Falimonda wrote:
         | And you do what with the prompt once you have it?
        
           | necovek wrote:
           | Get all the information of value that was hidden behind 2-10k
           | words generated by an LLM.
        
       | quijoteuniv wrote:
       | Even more interesting is why the students think that is the reply
       | the teacher is expecting
        
       | revskill wrote:
       | It is designed that way intentionally because provider charges
       | token for money.
        
       | programjames wrote:
       | You _can_ train an LLM to maximize the information content
       | bitrate. I just think most companies want to maximize  "customer
       | satisfaction" or w/e, which is why we get the verbose, bold,
       | bullet points.
        
       | afavour wrote:
       | ChatGPT English is set to be the a ubiquitous, remarkably
       | inefficient data transmission format that sits on top of email.
       | 
       | I wish to communicate four points of information to you. I'll ask
       | ChatGPT to fluff those up into multiple paragraphs of text for me
       | to email.
       | 
       | You will receive that email, recognize its length and immediately
       | copy and paste it into ChatGPT, asking it to summarize the points
       | provided.
       | 
       | Somewhere off in the distance a lake evaporates.
        
         | Swizec wrote:
         | Just send the damn bullet points! Everyone will thank you
        
           | afavour wrote:
           | Well of course. But well thought out and well written
           | communication (which admittedly is rare) is an opportunity to
           | actually think through what you're telling people. How does
           | point A relate to point B? As you read through what you've
           | written do you realize there should be a point A.1 to bridge
           | a gap?
           | 
           | It's like math homework, you always had to show your working
           | not just give the answer. AI gives us an answer without the
           | journey of arriving at one, which removes the purpose of
           | doing it in the first place.
        
         | iddan wrote:
         | Jokes aside, I'm building a product for this for sales. If this
         | is relevant to you: https://closer.so
        
         | seb1204 wrote:
         | Exactly what I thought as well, just better worded.
        
         | teekert wrote:
         | Except I have never met anyone that likes fluffed up emails,
         | nor considers them better in any way than your 4 points. Take
         | that from a long-email writer (people beg me for a few bullets,
         | somehow I always feel that it does not accurately convey my
         | message, I am aware that this is a shortcoming) ;)
        
           | jakelazaroff wrote:
           | Me either. Which makes it extra perplexing that the
           | developers of email clients seem _absolutely convinced_ that
           | people do who like them abound!
        
         | perdomon wrote:
         | Is the lake evaporation line/idea from literature/film, or is
         | it from you personally? I haven't heard it before is why I'm
         | asking.
        
         | sensanaty wrote:
         | We had a town hall type of thing recently with some of our
         | investors, and some of the answers they gave were hilarious, if
         | it weren't so depressing that those people are the ones with
         | most of the money in this world.
         | 
         | The worst was the answer to the question "How can we utilize AI
         | to greater effect in our work?". A nice open-ended question
         | where they had a beautiful opportunity to show off how
         | knowledgeable and forward thinking they are, right? Especially
         | considering they're the ones behind the massive AI push our
         | product has gone with as of late.
         | 
         | "You can ask it to write emails for you!" Was the one and only
         | thing these multi-milli/billionaires could come up with. Our
         | core product itself is literally an email interface, and we
         | have an AI email generation feature built in...
         | 
         | I had to turn my webcam off because I genuinely laughed out
         | loud at that response for how insanely elementary and useless
         | it was as an answer. It also showed me these people do
         | literally nothing other than answer emails - and even then
         | they're too bloody lazy and give so little of a shit they can't
         | even do _that_ part themselves.
        
       | bertil wrote:
       | I found it ironic that the author said having bullet points with
       | the key topic in bold was a sign to use that format immediately.
        
       | ctkhn wrote:
       | > The model produces better work. Some of my peers believe that
       | large language models produce strictly better writing than they
       | could produce on their own. Anecdotally, this phenomenon seems
       | more common among English-as-a-second-language speakers. I also
       | see it a lot with first-time programmers, for whom programming is
       | a set of mysterious incantations to be memorized and recited.
       | 
       | AI usage is a lot higher in my work experience among people who
       | no longer code and are now in business/management roles or
       | engineers who are very new and didn't study engineering. My
       | manager and skip level both use it for all sorts of things that
       | seem pointless and the bootcamp/nontraditional engineers use it
       | heavily. Our college hires we have who went through a CS program
       | don't use it because they are better and faster than it for most
       | tasks. I haven't found it to be useful without an enormous prompt
       | at which point I'd rather just implement the feature myself.
        
         | amclennon wrote:
         | The "aha" moment for me came when I started writing a ticket
         | for a junior engineer to work on. However, to satisfy my own
         | curiosity, I gave the ticket to Cursor, and was able to get 90%
         | of the way there (implementing a small feature based on a Figma
         | design).
         | 
         | As it turns out, a well written ticket makes a pretty good
         | input into an LLM. However, it has the added benefit of having
         | my original thought process well documented, so sometimes I go
         | through the process of writing a ticket / subtask, even if I
         | ended up giving it to an AI tool in the end.
        
       | ineptech wrote:
       | Relatedly, there was a major controversy at work recently over
       | the propriety of adding something like this to a lengthy email
       | discussion:
       | 
       | > Since this is a long thread and we're including a wider
       | audience, I thought I'd add Copilot's summary...
       | 
       | Someone called them out for it, several others defended it. It
       | was brought up in one team's retro and the opinions were divided
       | and very contentious, ranging from, "the summary helped make sure
       | everyone had the same understanding and the person who did it was
       | being conscientious" to "the summary was a pointless distraction
       | and including it was an embarrassing admission of incompetence."
       | 
       | Some people wanted to adopt a practice of not posting summaries
       | in the future but we couldn't agree and had to table it.
        
         | crooked-v wrote:
         | I think the attribution itself is a certain form of cowardice.
         | If one is actually confident that a summary is correct they'd
         | incorporate it directly. Leaving in the "Copilot says" is an
         | implicit attempt to weasel out of taking responsibility for it.
        
           | triyambakam wrote:
           | I see it more as a form of honesty, though maybe also
           | laziness if they weren't willing to edit the summary, or
           | write it themselves.
        
           | makeitdouble wrote:
           | It's probably just transparency, because the summary will be
           | written in a different voice and sound AIish either way.
           | 
           | If I were to include AI generated stuff into my communication
           | I'd also make it clear as people might guess it anyway.
        
             | bagacrap wrote:
             | But if you haven't personally verified the summary is
             | accurate then you should not share it. And if you have
             | verified it, you don't need to disclose.
        
               | makeitdouble wrote:
               | I'd push back on this: I wouldn't share something I
               | haven't checked, yet my natural writing style is nothing
               | like Gemini, so having a whole paragraph in a different
               | style in my mail requires a disclaimer (I don't want
               | people double guessing what I'm quoting or if I had some
               | different intent writing that paragraph)
               | 
               | Rewriting it in my own words would clear the issue, but
               | then why am I even using an AI in the first place ?
        
         | jsheard wrote:
         | I've noticed that even on here, which is generally extremely
         | bullish on LLMs and AI in general, people get _instantly_
         | downvoted into oblivion for LLM copypasta in comments. Nobody
         | wants to read someone else 's slop.
        
         | jddj wrote:
         | I checked your website after this and wasn't disappointed.
         | Funny stuff.
        
           | ineptech wrote:
           | Hah, thanks! Haven't touched it in a long time, almost forgot
           | about the username.
        
         | coliveira wrote:
         | It is an admission of incompetence. If you need a summary, why
         | don't you add it yourself? Moreover, any person nowadays can
         | easily create a chatGPT summary if necessary. It is just like
         | adding a page of google search results to your writing.
        
         | prymitive wrote:
         | I often find Copilot summaries to be more or less an attempt at
         | mainsplaining a simple change. If my tiny PR with a one line
         | description requires Copilot to output a paragraph of text
         | about it it's not a summary, it's simply time wasted on someone
         | who loves to talk.
        
           | lazyasciiart wrote:
           | How is mansplaining related to this? And saying that
           | summaries of already short information are a waste of time is
           | not really relevant to someone talking about summaries of
           | long and probably repetitive/hard to read discussions.
        
         | duskwuff wrote:
         | LLMs aren't even that good at summarizing poorly structured
         | text, like email discussions. They can certainly cherry-pick
         | bits and pieces and make a guess at the overall topic, but my
         | experience has been that they're poor at identifying what's
         | most salient. They get particularly confused when the input is
         | internally inconsistent, like when participants on a mailing
         | list disagree about a topic or submit competing proposals.
        
         | Gracana wrote:
         | Maybe your co-worker will see the responses here and learn
         | their lesson.
         | 
         | Nobody will call you a lazy and incompetent coward for taking
         | the default option: Hit reply-all, write your one-sentence
         | response above all 50 quoted emails, hit send.
        
       | agentbrown wrote:
       | Some thoughts:
       | 
       | 1. "When copying another person's words, one doesn't communicate
       | their own original thoughts, but at least they are communicating
       | a human's thoughts. A language model, by construction, has no
       | original thoughts of its own; publishing its output is a
       | pointless exercise."
       | 
       | LLMs, having being trained using the corpus of the web, I would
       | argue communicate other human's thoughts particularly well. Only
       | in exercising an avoidance of plagiarism are the thoughts of
       | other human's evolved into something closer to "original thought"
       | for the would-be plagarizer. But yes, at least a straight
       | copy/paste retains the same rhetoric as the original human.
       | 
       | 2. I've seen a few advertisements recently leverage "the prompt"
       | as a means to resonate visual appeal.
       | 
       | i.e a new fast food delivery service starting their add with some
       | upbeat music and a visual presentation of somebody typing into a
       | LLM interface, "Where's the best sushi around me?" And then cue
       | the advertisement for the product they offer.
        
       | satisfice wrote:
       | I blogged about this just yesterday. The problem of disguised
       | authorship ruins your reputation as a thinker, worker, and
       | writer.
       | 
       | https://www.satisfice.com/blog/archives/487881
        
         | arduanika wrote:
         | This is a good post.
         | 
         | Off-topic, but on your parenthetical about SMS "wrong number"
         | texts "(That scam doesn't even make sense...)", part of why
         | they do it is what's called "warming up" their sending number
         | so that it's seen as legit by carriers and SMS filters. They're
         | also seeing whether you're a real person who responds, in which
         | case they can come back later with a more sophisticated scam
         | (or re-sell you number, which is now more valuable, to another
         | scammer for that purpose).
         | 
         | But you're right that it doesn't make much sense as a text you
         | might receive naturally. Best thing is to not reply so that
         | you're not feeding the beast.
         | 
         | Incidentally, I used ChatGPT to refresh my memory about how
         | this works, and in its initial response it got it backwards,
         | saying that "warming up" is what it does to _your_ number. You
         | can 't trust these things one bit! Your post calls it
         | "automated irresponsibility", and I like that.
        
       | cryptoegorophy wrote:
       | As someone who is an immigrant that had to go to high school in
       | English speaking country and who struggled a lot and couldn't do
       | anything about improving essay writing no matter what I did, I
       | say all these English teachers deserve this. I wish ChatGPT
       | existed during my school years, I would've at least had
       | someone(thing) explain me how to write better.
        
         | palata wrote:
         | > I would've at least had someone(thing) explain me how to
         | write better.
         | 
         | I actually don't think that it is good at that. I have heard of
         | language teachers trying to use it to teach the language (it's
         | a model language, it should be good at it, right?) and realised
         | that it isn't good at that.
         | 
         | Of course I understand the point of your message, which is that
         | you feel your teachers were not helpful and I have empathy for
         | that.
        
           | jama211 wrote:
           | It is excellent at that, have you tried using it as a
           | learning tool to improve your writing before? It's exactly
           | what it's good at...
        
             | palata wrote:
             | I didn't say it is not excellent at writing text. But if
             | you want to read well-written text, just open a book.
             | 
             | The point is: how good is it at teaching you how the
             | language works? Like the grammar concepts, etc. I don't
             | think it excels at that.
        
       | robwwilliams wrote:
       | I ask Claude to respond like Hemingway would. It works.
        
         | Herring wrote:
         | I think half the population of the world wants just the facts,
         | the other half wants long flowing beautiful content like on
         | apple.com, and neither group knows the other exists. Of course
         | this is the right way to do it!
        
           | staunton wrote:
           | I'm sure it's beside the point but...
           | 
           | Your benchmark for "long flowing beautiful content" is
           | apple.com? It's competing with Hemingway?
        
             | Herring wrote:
             | Spoken like a true "just the facts" guy. If this is a
             | competition then Hemmingway is losing hands down. Serious
             | well-funded marketing departments came up with that long-
             | form style, because that's what the vast majority of people
             | respond to. I'm just happy they have a tiny "tech specs"
             | section for me (and presumably you).
        
               | staunton wrote:
               | I just went on apple.com and tried for 8 minutes to find
               | "long beautiful flowing content". Most of the actual text
               | I came across there were not-so-beautiful legal
               | disclaimers...
               | 
               | Can you share a link to what you mean?
        
               | Herring wrote:
               | I meant the whole site. I was using the word "content"
               | broadly. That website is far from concise. 50 pictures of
               | everything.
        
               | jama211 wrote:
               | I would argue that pictures are concise, at what they're
               | aiming to do.
        
       | neilv wrote:
       | > _[...] but not so distinctive to be worth passing along to an
       | honor council. Even if I did, I'm not sure the marginal gains in
       | the integrity of the class would be worth the hours spent
       | litigating the issue._
       | 
       | The school should be drilling into students, at orientation, what
       | some school-wide hard rules are regarding AI.
       | 
       | One of the hard rules is probably that you have to write your own
       | text and code, never copy&paste. (And on occasions when
       | copy&paste is appropriate, like in a quote, or to reuse an off-
       | the-shelf function, it's always cited/credited clearly and
       | unambiguously.)
       | 
       | And no instructors should be contradicting those hard rules.
       | 
       | (That one instructor who tells the class on the first day, "I
       | don't care if you copy&paste from AI for your assignments, as if
       | it's your own work; that just means you went through the learning
       | exercise of interacting with AI, which is what I care about"...
       | is confusing the students, for all their other classes.)
       | 
       | Much of society is telling students that everything is BS, and
       | that their job is to churn BS to get what they want. Early "AI'
       | usage popular practices so far looks to be accelerating that.
       | Schools should be dropping a brick wall in front of that. Well, a
       | padded wall, for the students who can still be saved.
        
       | eunos wrote:
       | There's also strong inferiority complex. When you read and find
       | out the output your motivation to at least paraphrase the prompt
       | output instantly dive because it looks so good and proper whereas
       | your original writing looks so dumb in comparison
        
       | palata wrote:
       | > A typical belief among students is that classes are a series of
       | hurdles to be overcome; at the end of this obstacle course, they
       | shall receive a degree
       | 
       | Yes, totally. Unfortunately, it takes time and maturity to
       | understand how this is completely wrong, but I feel like most
       | students go through that belief.
       | 
       | Not sure how relevant it is, but it makes me think of two movies
       | with Robin Williams: Dead Poet's Society and Will Hunting. In the
       | former, Robin's character manages to get students interested in
       | _stuff_ instead of  "just passing the exams". In the later, I
       | will just quote this part:
       | 
       | > Personally, I don't give a shit about all that, because you
       | know what? I can't learn anything from you I can't read in some
       | fuckin' book. Unless you wanna talk about you, who you are. And
       | I'm fascinated. I'm in.
       | 
       | I don't give a shit about whether a student can learn the book by
       | heart or not. I want the student to be able to think on their
       | own; I want to be able to have an interesting discussion with
       | them. I want them to _think critically_. LLMs fundamentally
       | cannot solve that.
        
       | unreal37 wrote:
       | Looks like a "GPT text output condenser" might be a good project
       | to work on.
        
       | laurentlb wrote:
       | There are many ways to use LLMs.
       | 
       | The issue, IMO, is that some people throw in a one-shot, short
       | prompt, and get a generic, boring output. "Garbage in, generic
       | out."
       | 
       | Here's how I actually use LLMs:
       | 
       | - To dump my thoughts and get help organizing them.
       | 
       | - To get feedback on phrasing and transitions (I'm not a native
       | speaker).
       | 
       | - To improve tone, style (while trying to keep it personal!), or
       | just to simplify messy sentences.
       | 
       | - To identify issues, missing information, etc. in my text.
       | 
       | It's usually an iterative process, and the combined prompt length
       | ends up longer than the final result. And I incorporate the
       | feedback manually.
       | 
       | So sure, if someone types "write a blog post about X" and hits
       | go, the prompt is more interesting than the output. But when
       | there are five rounds of edits and context, would you really
       | rather read all the prompts and drafts instead of the final
       | version?
       | 
       | (if you do:
       | https://chatgpt.com/share/6817dd19-4604-800b-95ee-f2dd05add4...)
        
         | palata wrote:
         | > would you really rather read all the prompts and drafts
         | instead of the final version?
         | 
         | I think you missed the point of the article. They did not mean
         | it literally: it's a way to say that they are interested in
         | what _you_ have to say.
         | 
         | And that is the point that is _extremely difficult_ to make
         | students understand. When a teacher asks a student to write
         | about a historical event, it 's not just some kind of ceremony
         | on the way to a degree. The end goal is to make the student
         | improve in a number of skills: gathering information, making
         | sense of it, _absorbing_ it, being critical about what they
         | read, eventually building an opinion about it.
         | 
         | When you say "I use an LLM to dump my thoughts and get help
         | organising them", what you say is that you are not interested
         | in improving your ability to actually _absorb_ information. To
         | me, it says that you are not interested in becoming
         | interesting. I would think that it is a maturity issue: some
         | day you will understand.
         | 
         | And that's what the article says: I am interested in hearing
         | what _you_ have to say about a topic that you care about. I am
         | not interested into anything you can do to pretend that you
         | care or know about it. If you can 't organise your thoughts
         | yourself, I don't believe that you have reached a point where
         | you are interesting. Not that you will never get there; it just
         | takes practice. But if you don't practice (and use LLMs
         | instead), my concern is that you will never become interesting.
         | This time is wasted, I don't want to read what your LLM
         | generated from that stuff you didn't care to absorb in the
         | first place.
        
           | senordevnyc wrote:
           | * I think you missed the point of the article. They did not
           | mean it literally: it's a way to say that they are interested
           | in what you have to say.*
           | 
           | Maybe an LLM could have helped the writer say what they meant
           | to.
        
             | palata wrote:
             | Maybe if people were more used to reading and less to copy-
             | pasting into LLMs, they would understand the article.
        
         | imhoguy wrote:
         | Exactly it is a tool which needs skill to use. I would add
         | extra use of mine:
         | 
         | - To "Translate to language XYZ", and that is not sometimes
         | strightforward and needs iterating like "Translate to language
         | <LANGUAGE> used by <PERSON ROLE> living in <CITY>" and so on.
         | 
         | And the author is right, I use it as 2nd-language user, thus
         | LLM produces better text than myself. However I am not going to
         | share the prompt as it is useless (foreign language) and too
         | messy (bits of draft text) to the reader. I would compare it to
         | passing a book draft thru editor and translator.
        
           | palata wrote:
           | For what it's worth, I think that sending a message
           | translated to a foreign language you don't master is the
           | worst thing you can do.
           | 
           | You speak English? Write and send your message in English.
           | The receiver can copy-paste it in a translator. This way,
           | they will know that they are not reading the original. So if
           | your translated message sounds inaccurate, offensive or
           | anything like that, they can go back to your original
           | message.
        
         | egglemonsoup wrote:
         | FWIW: Your original comment, in the first message you sent
         | ChatGPT, was way better than the one you posted. Simple,
         | authentic, to the point
        
           | gnatolf wrote:
           | I couldn't agree more, this 'polished' style the finished
           | comment comes in is super boring to read. It's hard to put
           | the finger on it, but overall flow is just too... Samesame? I
           | guess it's perfectly _expected_ to be predictable to read ;)
        
             | AppleBananaPie wrote:
             | And then one of the iterations was asking additional ways
             | llms could be used and then adding some of those as content
             | which seems odd but plausibly helpful brainstorming. Just
             | the phrasing of the original question makes it sound like
             | things the user isn't actually doing but wants in their
             | comment if that makes sense.
             | 
             | Thanks for the example chat it was a valuable learning for
             | me!
        
         | dogleash wrote:
         | >- To improve tone, style (while trying to keep it personal!),
         | or just to simplify messy sentences.
         | 
         | Ironically enough, as I was reading your post this is what
         | convinced me it was written by ChatGPT.
         | 
         | FWIW, the initial draft you gave to chatgpt is better than what
         | you posted.
        
         | rafram wrote:
         | That's a lot of back-and-forth to produce something that's
         | functionally equivalent to your original text, only slightly
         | worse.
        
       | qustrolabe wrote:
       | It's actually doesn't matter. I hated this hassle of writing
       | various texts while studying so much. Like does it really matter
       | whether student would generate this text or just go google and
       | copy paste some paragraphs from somewhere? And don't even hope
       | for them to genuinely write all that stuff themselves because
       | it's a huge waste of time even for those who actually cares and
       | interested in the subject.
        
         | jama211 wrote:
         | Yup, people like to get high and mighty but they've obviously
         | forgotten how much of school was pointless assignments designed
         | so the teacher could tick off the boxes to their employer that
         | they'd done something rather than having any interest in that
         | assignment actually inspiring learning. Students aren't stupid,
         | they spot this behaviour a mile off and simply respond in kind.
         | 
         | Make better assignments.
        
       | jez wrote:
       | Where I especially hold this viewpoint is for end-of-year peer
       | performance reviews.
       | 
       | People say "I saved so much time on perf this year with the aid
       | of ChatGPT," but ChatGPT doesn't know anything about your working
       | relationship with your coworker... everything interesting is
       | contained in the prompt. If you're brain dumping bullet points
       | into an LLM prompt, just make those bullets your feedback and be
       | done with it? Then it'll be clear what the kernel of feedback is
       | and what's useless fluff.
        
       | sieve wrote:
       | Depends on the situation.
       | 
       | I like reading and writing stories. Last month, I compared the
       | ability of various LLMs to rewrite Saki's "The Open Window" from
       | a given prompt.[1] The prompt follows the 13-odd attempts. I am
       | pretty sure in this case that you'd rather read the story than
       | the prompt.
       | 
       | I find the disdain that some people have for LLMs and diffusion
       | models to be rather bizarre. They are tools that are
       | democratizing some trades.
       | 
       | Very few people (basically, those who can afford it) write to
       | "communicate original thoughts." They write because they want to
       | get paid. People who can afford to concentrate on the "art" of
       | writing/painting are pretty rare. Most people are doing these
       | things as a profession with deadlines to meet. Unlike you are
       | GRRM, you cannot spend decades on a single book waiting for
       | inspiration to strike. You need to work on it. Also, authors
       | writing crap/gold at a per-page rate is hardly something new.
       | 
       | LLMs are probably the most interesting thing I have encountered
       | since I did the computer. These puritans should get off of their
       | high horse (or down from their ivory tower) and join the plebes.
       | 
       | [1] Variations on a Theme of Saki (https://gist.github.com/s-i-e-
       | v-e/b4d696bfb08488aeb893cce3a4...)
        
       | YmiYugy wrote:
       | Hate the game not the player. For the moment we continue to live
       | in a world where the form and tone of communication matters and
       | where foregoing the use of AI tools can put you at a
       | disadvantage. There are countless homework assignments where
       | teachers will give better grades to LLM outputs. An LLM can
       | quickly generate targeted cover letters dramatically increasing
       | efficiency while job hunting. Getting a paper accepted requires
       | you to adhere to an academic writing style. LLMs can get you
       | there. Maybe society just needs a few more years to adjust and
       | shift expectations. In the meantime you should probably continue
       | to use AI.
        
         | Mbwagava wrote:
         | Surely this just makes a mockery of the same tone and style
         | that indicates someone put effort and thought into producing
         | something. This just seems in net to waste everyone's time with
         | no benefit to us.
        
         | yupitsme123 wrote:
         | I can't even think of what the new set of expectations would
         | even be of that shift were to occur.
        
       | RicoElectrico wrote:
       | > Either the article is so vapid that a summary provides all of
       | its value, in which case, it does not merit the engagement of a
       | comment, or it demands a real reading by a real human for
       | comprehension, in which case the summary is pointless.
       | 
       | There's so much bad writing of valuable information out there.
       | The major sins being: burying the lede, no or poor sectioning,
       | and just generally verbose.
       | 
       | In some cases, like in EULAs and patents that's intentional.
        
       | rralian wrote:
       | I've used ChatGPT as an editor and had very good results. I'll
       | write the whole thing myself and then feed it into ChatGPT for
       | editing. And then review its output to manually decide which
       | pieces I want to incorporate. The thoughts are my own, but
       | sometimes ChatGPT is capable of finding more succinct ways of
       | making the points.
        
         | investa wrote:
         | I have found that it is no where near a human editor. I use
         | LanguageTool to check the basics.
        
         | Tostino wrote:
         | I generally make sure I use diff tools for that type of task,
         | because LLMs are really good at making subtle changes you don't
         | easily notice that are wrong.
        
       | dakiol wrote:
       | All it takes is to provide a slightly better prompt ("write the
       | answer in a natural prose style, no bullet points, no boring
       | style, perhaps introduce a small error). It's not that difficult.
        
       | YmiYugy wrote:
       | I mostly use LLMs as a more convenient Google and to automate
       | annoying code transformations with a conveniency of a natural
       | language interface. Sometimes, I use it to "improve" my writing
       | style.
       | 
       | I have to admit I was a bit surprised how bad LLMs are at the
       | continue this essay task. When I read it in the blog I suspected
       | this might have been a problem with the prompt or the using one
       | of the smaller variants of Gemini. So I tried it with Gemini 2.5
       | Pro and iterated quite a bit providing generic feedback without
       | offering solutions. I could not get the model to form a coherent
       | well reasoned argument. Maybe I need to recalibrate my
       | expectations of what LLMs are capable, but I also suspect that
       | current models have heavy guardrails, use a low temperature and
       | have been specifically tuned for problem solving and avoid
       | hallucinations as much as possible.
        
       | Workaccount2 wrote:
       | I just want to point out that AI generated material is naturally
       | a confirmation bias machine. When the output is obviously AI, you
       | confirm that you can easily spot AI output. When the output is
       | human-level, you just pass through it without a second thought.
       | There is almost no regular scenario where you are retroactively
       | made aware something is AI.
        
         | djinnish wrote:
         | The vast majority of the time people question whether or not an
         | image or writing is "AI", they're really just calling it bad
         | and somehow not realizing that you could just call the output
         | bad and have the same effect.
         | 
         | Every day I'm made more aware of how terrible people are at
         | identifying AI-generated output, but also how obsessed with
         | GenAI-vestigating things they don't like or wouldn't buy
         | because they're bad.
        
         | Hasnep wrote:
         | I've heard this called the toupee fallacy. Not all toupees are
         | bad, but you only spot the bad toupees.
        
       | palata wrote:
       | This article really resonates with me.
       | 
       | The very first time I enjoyed talking to someone in another
       | language, I was 21. Then an exchange student, I had a pleasant
       | and interesting discussion with someone in that foreign language.
       | On the next day, I realised that I wouldn't have been able to do
       | that without that foreign language. I felt _totally stupid_ : I
       | had been getting very good grades in languages for years at
       | school without ever caring about actually learning the language.
       | And now, it was obvious, but all that time was lost; I couldn't
       | go back and do it better.
       | 
       | A few years earlier, I had this great history teacher in high
       | school. Instead of making us learn facts and dates by heart, she
       | wanted us to actually get an general understanding of a
       | historical event. Actually internalise, absorb the information in
       | such a way that we could think and talk about it. And eventually
       | develop our critical thinking. It was confusing at first, because
       | when we asked "what will the exam be about", she wouldn't say
       | "the material in those pages". She'd be like "well, we've been
       | talking about X for 2 months, it will be about that".
       | 
       | Her exams were weird at first: she would give us articles from
       | newspapers and essentially ask what we could say about them.
       | Stuff like "Who said what, and why? And why does this other
       | article disagree with the first one? And who is right?". At first
       | I was confused, and eventually it clicked and I started getting
       | really good at this. Many students got there as well, of course.
       | Some students never understood and hated her: their way was to
       | learn the material by heart and prove it to get a good grade. And
       | I eventually realised this: those students who were not good at
       | this were actually less interesting when they talked about
       | history. They lacked this critical thinking, they couldn't make
       | their own opinion or actually internalise the material. So
       | whatever they would say in this topic was uninteresting: I had
       | been following the same course, I knew which events happened and
       | in which order. With the other students were it "clicked" as
       | well, I could have interesting discussion: "Why do you think this
       | guy did this? Was it in good faith or not? Did he know about that
       | when he did it? etc".
       | 
       | She was one of my best teachers. Not only she got me interested
       | in history (which had never been my thing), but she got me to
       | understand how to think critically, and how important it is to
       | internalise information in order to do that. I forgot a lot of
       | what we studied in her class. I never lost the critical thinking.
       | LLMs cannot replace that.
        
         | jama211 wrote:
         | Yeah this article misses a big point and you've highlighted it
         | well. If you just ask students to regurgitate course material
         | generically, it doesn't (and wasn't) leading to good learning
         | outcomes whether LLMs existed or not. All the LLM is doing here
         | is signalling to the teacher that their assignment design is
         | bad, but it seems they're learning the wrong lesson.
         | 
         | There's a lot of "no, it is the children who are wrong" going
         | on in academia right now and it's an issue.
        
       | sn9 wrote:
       | > I should hope that the purpose of a class writing exercise is
       | not to create an artifact of text but force the student to think;
       | a language model produces the former, not the latter.
       | 
       | It's been incredibly blackpilling seeing how many intelligent
       | professionals and academics don't understand this, especially in
       | education and academia.
       | 
       | They see work as the mere production of output, without ever
       | thinking about how that work builds knowledge and skills and
       | experience.
       | 
       | Students who know least of all and don't understand the purpose
       | of writing or problem solving or the limitations of LLMs are
       | currently wasting years of their lives letting LLMs pull them
       | along as they cheat themselves out of an education, sometimes
       | spending hundreds of thousands of dollars to let their brains
       | atrophy only to get a piece of paper and face the real world
       | where problems get massively more open-ended and LLMs massively
       | decline in meeting the required quality of problem solving.
       | 
       | Anyone who actually struggles to solve problems and learn
       | themselves is going to have massive advantages in the long term.
        
         | eric_cc wrote:
         | Using llm's for papers does not mean your brain is atrophying
         | though. There are lots of ways to challenge the mind even if
         | you use llm's to write some papers.
        
           | palata wrote:
           | > Using llm's for papers does not mean your brain is
           | atrophying though.
           | 
           | It means that you are losing your time. If you are a
           | university student and use LLMs for your classes while
           | "challenging your mind" for stuff outside of class, maybe you
           | should just not be studying there in the first place.
        
             | aftbit wrote:
             | School isn't a place for smart people, Morty.
        
             | eric_cc wrote:
             | Bingo! I agree with where you're going with this line of
             | thinking.
        
             | throwing_away wrote:
             | If you want the certificate, it must be issued by the
             | certificate authority.
             | 
             | If you want to make your own certificates, good luck
             | getting them on the trusted list.
        
               | jay_kyburz wrote:
               | The cert authorities are mostly untrustworthy anyhow.
               | 
               | Companies need to bring folks in on a probation period
               | and actually test the skills are there.
        
             | strken wrote:
             | Yes, I too enjoy that universities never send students to
             | pointless filler courses. I really enjoyed writing long
             | essays about ethics in software engineering for people
             | who'd barely even read them. I especially benefited from
             | being told that "tell your boss, tell HR, then make a
             | police report and quit if that didn't fix it" is not an
             | appropriate response to being asked to break the law at
             | work.
             | 
             | While we're talking about things we're grateful for, I am
             | so glad that we've structured the education and employment
             | systems such that not having a degree puts you at
             | significant risk of unemployment, prevents you from ever
             | immigrating anywhere for the first decade of your working
             | life, and generally marks you as a failure.
        
               | simonask wrote:
               | Do you... not understand that the point of giving you a
               | class on ethics in software development wasn't so you
               | would produce an essay?
        
               | strken wrote:
               | Do you...not understand that the class on ethics in
               | software development was completely pointless because it
               | was neutered by a university administration that was too
               | afraid to commit to any real ethical position?
               | 
               | I thought I was pretty clear when I told you I got marked
               | down for taking the stance that one should not commit
               | crimes when asked to by one's boss.
               | 
               | The problem isn't that I was asked to produce an essay as
               | part of the process of teaching me about ethics. The
               | problem is that the entire class was pointless busywork
               | taught by lecturers who weren't particularly ethical and
               | who failed to teach any of us about ethics. ChatGPT could
               | have done the entire thing and the class would still have
               | failed to leave me with anything other than lingering
               | resentment.
        
               | palata wrote:
               | > I am so glad that we've structured the education and
               | employment systems such that not having a degree puts you
               | at significant risk of unemployment
               | 
               | It's not like this in every country, though.
        
           | pessimizer wrote:
           | If you used a wheelchair every day, your legs would atrophy.
           | 
           | Regardless of the existence of other ways to exercise your
           | legs which you also will not do, because you're a person with
           | working legs who chooses to use a wheelchair.
        
             | eric_cc wrote:
             | You're describing an extreme so let me counter with a
             | different "what if" extreme: If , every day, you use a
             | wheel chair for five minutes and run for several hours
             | followed by 200 squats then your legs will not atrophy. My
             | point is that writing papers is only one way to work your
             | mind and using llm's for this does not indicate how you use
             | your mind overall.
        
               | johnea wrote:
               | > which you also will not do, because you're a person
               | with working legs who chooses to use a wheelchair.
        
             | raincole wrote:
             | Many people with working legs choose to drive. It doesn't
             | mean they don't go to the gym. Actually people even drive
             | to the gym! (surprise, I know)
        
               | lmm wrote:
               | Many people drive to the gym to play on their phones,
               | sure. But the kind of person who drives generally won't
               | do much actual working out.
        
           | tehjoker wrote:
           | writing is one of the best way to develop your thinking.
           | students really are cheating themselves if they use LLMs to
           | write their assignments
        
           | AstroBen wrote:
           | Even if that's true I imagine there's a huge correlation
           | between not trying on other challenging things and using LLMs
           | for papers
        
           | UncleMeat wrote:
           | Sure. And there are new pedagogies that educators are trying
           | out that help people learn even in the presence of these
           | tools.
           | 
           | But a huge amount of "ugh I'm too smart for this assignment"
           | complaining that students do is just kids being immature
           | rather than an honest attempt at learning through other
           | means.
        
           | pton_xd wrote:
           | > Using llm's for papers does not mean your brain is
           | atrophying though. There are lots of ways to challenge the
           | mind even if you use llm's to write some papers.
           | 
           | Writing is _hard._ Sometimes it means sitting with yourself,
           | for hours, without any progress. Leaning on an LLM to ease
           | through those tough moments is 100% short circuiting the
           | learning process.
           | 
           | To your point, maybe you're learning something else instead,
           | like when/how to prompt an LLM or something. But you're
           | definitely not learning how to write. Whether that's relevant
           | is a separate discussion.
        
             | wjholden wrote:
             | Lately I've been saying often the phrase "the process is
             | the product." When you outsource the process, then the
             | product will be fundamentally different from what you would
             | have delivered on your own. In my own case of knowledge
             | work, the value of the reports I write is not in the report
             | itself (nobody ever reads them...) but rather the
             | _thinking_ that went into them and the hard-won wisdom and
             | knowledge we created in our heads.
        
             | halfadot wrote:
             | > Leaning on an LLM to ease through those tough moments is
             | 100% short circuiting the learning process.
             | 
             | Sounds like "back in my days" type of complaining. Do you
             | have any evidence of this "100% reduction" or is it just
             | "AI bad" bandwagoning?
             | 
             | > But you're definitely not learning how to write.
             | 
             | How would you know? You've never tested him. You're making
             | a far-reaching assumption about someone's learning based on
             | using an aid. It's the equivalent of saying "you're
             | definitely not learning how to ride a bicycle if you use
             | training wheels".
        
           | anon-3988 wrote:
           | If they use LLM for writing papers, they probably use it for
           | other things as well. I have seen so many instances of adult
           | actually skipping the step of "whys" and "whats" and go
           | straight to "ask the LLM and we trim backwards".
           | 
           | Its basically adults producing texts of slop messages to each
           | other. It is actually atrophying.
           | 
           | You might be in a circle of people that wants to know "why"
           | things work. For example, when there's a bug, we go through
           | several processes of:
           | 
           | There's a bug...why does it happen? What were they thinking
           | when they wrote this? How to prevent this from happening?
           | 
           | This is true even for simple bugs, but nowadays you just vibe
           | code your away into the solution, asking the AI to fix it
           | over and over without ever understanding how it works.
           | 
           | Perhaps its just the way things are. I mean who uses their
           | head to do calculations nowadays? Who knows how to create a
           | blurring effect in physical drawing?
        
           | mistercheph wrote:
           | Yeah, like playing subway surfers or watching tiktoks.
        
         | palata wrote:
         | > Students who know least of all and don't understand the
         | purpose of writing or problem solving or the limitations of
         | LLMs are currently wasting years of their lives
         | 
         | Exactly. I tend to think that the role of a teacher is to get
         | the students to realise what learning is all about and why it
         | matters. The older the students get, the more important it is.
         | 
         | The worst situation is a student finishing university without
         | having had that realisation: they got through all of it with
         | LLMs, and probably didn't learn how to learn or how to think
         | critically. Those who did, on the other hand, didn't need the
         | LLMs in the first place.
        
         | deadbabe wrote:
         | Someday, LLMs are going to cost actual serious money to use and
         | people will have "LLM bills" to pay every month just to have
         | some semblance of a brain at work. Maybe a portion of salary
         | can just be deducted directly from a paycheck to pay for LLM
         | tools.
        
           | bluefirebrand wrote:
           | Companies will have to provide the LLM just like retail
           | stores have to provide cash registers for cashiers to use
        
             | lesuorac wrote:
             | Eh, I think this is going to be an outdated take.
             | 
             | Employees are increasingly expected to use personal devices
             | in work settings.
        
               | bluefirebrand wrote:
               | You are probably in a bubble
               | 
               | The vast majority of companies still issue laptops and
               | other hardware
        
           | phamilton wrote:
           | I can run the Qwen 3 0.6B model directly on my 3-year-old
           | phone, and it can rewrite text and help me clearly explain my
           | views. Even with new models possibly being less open and
           | subsidized options drying up, we still have useful open
           | models available for free on consumer hardware.
           | 
           | Source: I used it to write this post.
        
         | soerxpso wrote:
         | > I should hope that the purpose of a class writing exercise is
         | not to create an artifact of text but force the student to
         | think
         | 
         | I'm there for the degree. If I wanted to learn and engage with
         | material, I could save $60,000 and do that online for free,
         | probably more efficiently. The purpose of a class writing
         | exercise is to get the university to give me the degree, which
         | I cannot do by actually learning the material (and which, for
         | classes I care about, I may have already done without those
         | exercises), but can only do by going through the hoops that
         | professors set up and paying the massive tuition cost. If there
         | were a different system where I could just actually learn
         | something (which probably wouldn't be through the inefficient
         | and antiquated university system) and then get a valid
         | certificate of employability for having actually learned it,
         | that would be great. Unfortunately, however, as long as
         | university professors are gatekeepers of the coveted
         | certificate of employability, they're going to keep dealing
         | with this incentive issue.
        
           | jrmg wrote:
           | The work this degree will credential you for is so is so
           | disconnected from the areas of study in your degree program -
           | presumably in the same field as the job - that the majority
           | of the things you might learn would not be valuable?
           | 
           | I can't imagine this in my own life. I use concrete things
           | and ways of thinking and working I learned in my CS degree
           | _all the time_.
        
             | mplanchard wrote:
             | Heck my degree was in biochemistry, and now I'm a
             | programmer, but I _still_ feel like I am constantly using
             | skills I developed in school. The scientific method and
             | good test design transcend all sciences.
        
               | gopher_space wrote:
               | Same deal, went back for an Anthro degree but jumped back
               | into programming when Ted Cruz killed research. I use
               | that degree every day of my life.
        
             | schwartzworld wrote:
             | I honestly don't know anybody who does what they went to
             | undergrad for, unless that undergrad was preparation for a
             | higher credential (premed/prelaw).
        
           | efavdb wrote:
           | If this attitude prevails I would think the value of degrees
           | will quickly diminish.
        
             | ebiester wrote:
             | This seems to be the general feeling of students right now.
             | 
             | Academia put itself as a gateway and barrier to the middle
             | class. Why would we be surprised when people with no
             | interest in anything but the goal are not enthralled by the
             | process?
        
               | bumby wrote:
               | Academia clearly lost their monopoly on information.
               | Since their last moat is a monopoly on credentials, I
               | expect them to defend it intensely.
               | 
               | We could make it less meaningful if employers weren't so
               | keen on using credentials as their own gateway. That may
               | have more of a chance of happening if the OPs perspective
               | becomes more prevalent and the credential becomes an
               | increasingly worse signal for meaningful skills.
        
               | geysersam wrote:
               | In what way does academia have monopoly on credentials?
               | 
               | You can start issuing your own credentials tomorrow.
        
               | sigmaisaletter wrote:
               | I don't know where you live, but in the "developed" parts
               | of the world this is illegal. There will either be some
               | government agency or some council of credential-giving
               | institutions and they will give you a license to issue
               | degrees, or most likely they will not give it to you.
        
               | zmgsabst wrote:
               | In the US, you can just make up degrees -- but you have
               | to be honest that you're unaccredited.
               | 
               | Accreditation is regulated by NGOs who need government
               | approval and without that you cant received financial aid
               | (or participate in some programs) -- but you can hand out
               | pieces of paper for completing your program.
               | 
               | https://www.ed.gov/laws-and-policy/higher-education-laws-
               | and...
        
               | bumby wrote:
               | There are accreditation bodies. So I don't think your
               | self-proclaimed engineering degree is going to help you
               | get a job or a professional engineering license like one
               | from an ABET accredited school.
        
               | ebiester wrote:
               | They didn't have a monopoly on information anytime in the
               | 20th century. If you wanted to have all the knowledge, it
               | could be expensive to acquire a personal library, but
               | nothing was stopping you from acquiring the same
               | textbooks. Heck, until the information age it was pretty
               | easy to forge a credential.
               | 
               | But it wasn't about credentials even. It was about
               | inculcating a culture. You knew that someone had the
               | knowledge and ability to reach university, and you knew
               | that they had a shared common culture with you. Shared
               | common culture and norms increases trust. Credentials
               | mattered for doctors, but universities, in the end, were
               | selling something far more intangible: culture.
        
               | bumby wrote:
               | High barriers to entry are a feature of monopolies.
               | Saying I could start my own railroad by simply buying up
               | billions of dollars of land and investing billions more
               | in equipment isn't a compelling argument against the idea
               | of a monopoly.
        
               | alpinisme wrote:
               | > Academia put itself as a gateway
               | 
               | How did academia do that? It doesn't seem like
               | universities would have the power to do that. More
               | likely, either employers put academia as a gateway. Or
               | even: the culture at large misunderstood what pathways
               | existed to middle class life. Or even: pathways to middle
               | class life became scarcer and more insecure, and the real
               | gatekeepers (hiring managers) had no good ways to select
               | which of the many people at the door to let through.
        
               | bumby wrote:
               | I agree with you (and upvoted) but consider this: why
               | don't fancy schools offer the same credentials for MOOCs
               | if the information and assessment is on-par? I believe it
               | is because they recognize the value of the credential and
               | guard it closely.
        
               | godelski wrote:
               | I think you missed the parent's point. Maybe consider
               | this:
               | 
               | Why don't employers recognize the credentials of a MOOC
               | to the same degree that they would a university degree?
               | 
               | We could similarly ask why employers value the degrees of
               | some universities more than others.
               | 
               | I think it's important to realize that ultimately the
               | decisions come from the employers, not the universities.
               | No one is making the employers do anything. But at least
               | the second question might have a clearer partial answer.
               | In part, there is a selection of a tribe, an implicit
               | "culture fit" that's happening. It isn't uncommon to see
               | employer bias towards specific universities. This is
               | especially true with prestigious universities.
               | 
               | But it's not the universities that are making anyone do
               | anything and that's an important distinction.
        
               | bumby wrote:
               | I brought up that I think the root problem is employers
               | in a different comment, so I'm not missing that point.[1]
               | The distinction is that I don't think it's a dichotomous
               | problem. While colleges may not be the root problem, they
               | can still be a contributor to the problem. (Besides, if
               | an employer is to recognize a MOOC, that course
               | completion has to be documented, which means it's just
               | another version of credential)
               | 
               | [1] https://news.ycombinator.com/item?id=43890682
        
               | godelski wrote:
               | I was responding to the comment you wrote. But I also
               | disagree with the other one.
               | 
               | It is a confounding variable[0]. The problem with trying
               | to go after the confounding variable is you 1) don't
               | solve the problem after fixing it 2) let's the current
               | negative feedback loop continue growing.
               | 
               | [0] https://en.wikipedia.org/wiki/Confounding
        
               | bumby wrote:
               | Nobody ever claimed the best fix is going after the
               | proximate cause and not touching the root cause. That's a
               | narrative you contrived. I'm in favor of fixing both
               | (which is how systemic improvements ought to work).
        
               | godelski wrote:
               | Look back at the thread:                 - ebiester
               | claimed academia made itself the gatekeeper of
               | credentials       - alpinisme suggested that was silly.
               | Employers have autonomy       - you asked why MOOC
               | classes don't get the same credentials       - I said you
               | missed alpinisme's point. The employer is the one that is
               | deciding those credentials are not equal. I also pointed
               | out how the same is true about different universities.
               | Pointing out that you didn't need to say "MOOC" when
               | "Stanford vs University of Wyoming" also leads to the
               | same conclusion (which makes it weirder to point to
               | academia as a whole instead of the prestigious unis)
               | - you act like I was supposed to have read a reply to a
               | different person while not addressing my point       - I
               | double down saying you're barking up the wrong tree. Take
               | the finger and point it at employers       - you say you
               | never claimed employers aren't the problem and I'm
               | creating a narrative
               | 
               | Well you're right, you never claimed that. But ebiester
               | did and when alpinisme called bullshit you came to
               | ebiester's defense. Forgive me if I got confused.
               | 
               | Regardless, it still doesn't change the fact that the
               | employers have complete autonomy. They can make whatever
               | rules they want. There's no use to pointing at academia
               | because ultimately they have no say. Do they want to be
               | the credential keepers, yeah! Which also means they'll be
               | happy to be the ones being yelled at if the result is
               | that employers keep using them as credential makers.
               | 
               | Ultimately academia is about prestige. Ultimately it's
               | about far more than "the product" (the credential). But
               | who decides what credential is best? The fucking
               | employers. No one is holding a gun to their head. There's
               | no front door or back door dealings.
               | 
               | You have concluded that since academia benefits from the
               | employers selecting them as credential makers that they
               | are the problem, or a meaningful part. The issue is, if
               | you take away academia, the problem doesn't get resolved.
               | Nor does it improve. Arguably, it becomes more noisy
               | until employers converge onto some other arbitrary
               | credential
        
               | ebiester wrote:
               | Academia did it with advertising. And it used some of the
               | strategies founded by its marketing, communications, and
               | psychology departments.
               | 
               | It also recognized the GI Bill as an opportunity and also
               | sent lobbyists for the HEA in 1965.
        
           | palata wrote:
           | > I'm there for the degree. If I wanted to learn and engage
           | with material, I could save $60,000
           | 
           | I would argue that if it costs $60,000, both your education
           | system and the recruitment in those companies that require
           | this degree are broken. It's not the case in all countries
           | though.
           | 
           | Not that it is your fault, just stating the obvious.
        
             | chongli wrote:
             | It is broken. For every coveted job there are thousands of
             | applicants. Employers will accept any signal that reliably
             | predicts a modicum of intelligence, conscientiousness, and
             | agreeability. University degrees cover all three.
             | 
             | But that's just the job market. The other elephants in the
             | room are inflation and the housing market. People who don't
             | have top-notch jobs (that require degrees) can't afford to
             | buy a house. They can hardly afford rent. Cities don't want
             | to build more housing because that will undermine the
             | equity growth of homeowners.
             | 
             | We are a society of ladder-pullers.
        
               | godelski wrote:
               | > We are a society of ladder-pullers.
               | 
               | I don't disagree, but often we complain about people
               | pulling up ladders and when faced with the same decision
               | we follow suit. Ultimately we can't change this behavior
               | if no one is willing to defect from "conventional wisdom"
        
               | lmm wrote:
               | We can't fix the problem by making better choices as
               | individuals, and exhorting people to do so saps energy
               | and distracts. The system interprets integrity as damage
               | and routes around it.
        
               | godelski wrote:
               | > We can't fix the problem by making better choices as
               | individuals
               | 
               | That's wildly inaccurate. Your logic necessitates that
               | "the system" is not composed of individuals.
               | 
               | The problem itself was created through individual
               | actions...
        
               | lmm wrote:
               | The problem was created by individuals deliberately
               | acting collectively, not simply choosing one way or
               | another in their routine individual capacities. The
               | solution will require the same.
        
               | joha4270 wrote:
               | The problem of individuals making optimal choices on an
               | individual scale being sub-optimal on a society scale is
               | so widespread we have a specific phrase to describe it:
               | Tragedy of the commons
               | 
               | I would love to live in a world where everyone was
               | altruistic and made correct choices for the long term
               | good of society, but I don't. And there are limits to how
               | much I'm willing to act as if I do, when in practice it
               | just means I'm giving away resources to people who are
               | purely (thinkingly or unthinkingly) selfish.
        
               | godelski wrote:
               | > The problem of individuals making optimal choices on an
               | individual scale being sub-optimal on a society scale
               | 
               | The problem is people think this is a remotely accurate
               | statement. These things only work if you use very low
               | order approximations. Like being the only person and time
               | not existing. As soon as you build any accuracy your net
               | benefit more aligns with society.
               | 
               | The classic example of this is the marshmallow
               | experiment. It's myopic. We do it all the time but
               | frequency doesn't make an action intelligent
               | https://news.ycombinator.com/item?id=43873275
               | 
               | This isn't a tragedy of the commons issue. There's no
               | finite resource we're all trying to draw upon in this
               | case. The supply is generated by ourselves and it could
               | be infinite if we chose to.
        
               | lucianbr wrote:
               | > Ultimately we can't change this behavior if no one is
               | willing to defect from "conventional wisdom"
               | 
               | To me it reads as if you're contradicting yourself. It
               | can be plainly seen that almost nobody is willing to
               | defect. So change is impossible, you claim. Also change
               | is possible, you claim. Which is it? You think people
               | will change their choices as a result of you writing this
               | comment and "winning" the argument?
               | 
               | I agree that people are responsible for the current
               | situation, since their choices brought it about. That
               | does not constitute a solution, though.
               | 
               | One or a thousand individuals changing their choice by
               | themselves will do nothing. For tens of millions to
               | change some external factor is required. If it was not,
               | then it would have already happened. You say no external
               | factor is required, so why do you think it didn't happen
               | already, and why would it happen in the future?
        
               | godelski wrote:
               | There's no contradiction.                 > So change is
               | impossible, you claim
               | 
               | I claim the opposite. Just because few people defect
               | doesn't mean that rate is fixed and immutable. That is
               | where you misunderstand. Really, my comment is a "call to
               | arms". It is a literally a plea to ask people of HN,
               | including you, to become the change we all want to see.
               | Follow your own logic. You have given up and are trying
               | to justify it.
               | 
               | You are not mindless automata.
               | 
               | You have a choice.
               | 
               | Your actions matter.
               | 
               | Things have changed before, they can change again.
               | 
               | Every big problem is composed of many small problems.
               | 
               | We programmers are experts in breaking complex things
               | down. Sure, fixing one small problem doesn't solve the
               | big problem, but they do add up. That's all I'm arguing.
               | I'm asking that others stop being apathetic and
               | defeatist, to get up, and continue. I'm extending my
               | hand, will you take it? There's more of us making effort,
               | will you help?
        
               | achierius wrote:
               | > You have given up and are trying to justify it
               | 
               | While I get where you're coming from -- I think the
               | correct thing to do is to both move for systemic change
               | _and_ attempt to live the life you advocate for -- I
               | think the position of  "I'm moral, why do other people
               | need the system change in order to be 'moral' as well?"
               | more totally abandons the actual goal (fixing things)
               | than the other way around. Fundamentally, things tend to
               | change for material, systemic reasons, and so most often
               | the best way to get at issues is not to go after
               | individuals (whose behavior is more a symptom than the
               | disease) but the root cause, the systemic influences that
               | cause them to act that way.
        
               | godelski wrote:
               | > I think the correct thing to do is to both move for
               | systemic change and attempt to live the life you advocate
               | for
               | 
               | You'll get no disagreement from me[0,1,2].
               | > Fundamentally, things tend to change for material,
               | systemic reasons, and so most often the best way to get
               | at issues is not to go after individuals (whose behavior
               | is more a symptom than the disease) but the root cause,
               | the systemic influences that cause them to act that way.
               | 
               | This is the part I disagree with (as seen in my linked
               | comments). This is a defeatist attitude that acts as if
               | people are mindless automata. We forge our own reality.
               | No, we don't have complete control, but we have some
               | control. We cannot directly control the large system, but
               | we can control ourselves and we can strongly influence
               | those around us.
               | 
               | Ultimately this is the root. There's no magic wizard in
               | the sky making people do things, there is only us. Those
               | "systematic reasons" are a bullshit excuse to pass
               | blame[3]. All those things are created by us. The only
               | reason we pretend it isn't is because the results of our
               | actions are only observed after long periods of time.
               | It's those small decisions that add up over time. With
               | each action we choose a better future, a worse, or a
               | neutral. No one can predict the future, but we have a lot
               | of evidence that short term thinking leads to worse
               | results. I'm not asking anyone analyze every move and
               | overload themselves with the infinite chaos. But I am
               | saying we all need to think a few steps ahead and
               | consider unintended consequences. To not be so rash. If
               | things were easy, they would have already been resolved,
               | so we so really take a moment to consider more than our
               | gut reaction.
               | 
               | But ultimately, only you can control you. I hope you
               | advocate for others around you to make good and
               | thoughtful decisions, but there's no dragon in a cave
               | where we can get everyone together and defeat. The dragon
               | only is at thing of our collective consciousness. Each
               | person that decides to defect makes the dragon a little
               | weaker, and each person that decides to believe in the
               | dragons power makes it a little stronger. That's the
               | choice.
               | 
               | [0] https://news.ycombinator.com/item?id=43809695
               | 
               | [1] https://news.ycombinator.com/item?id=43852024
               | 
               | [2] https://news.ycombinator.com/item?id=43787383
               | 
               | [3] https://news.ycombinator.com/item?id=43824534
        
               | walleeee wrote:
               | This attitude willingly donates what agency you have to
               | the people and things trying to take it from you.
               | 
               | Lead by example. Mimicry is real, we all do it whether or
               | not we are aware. Every node in the graph influences
               | others. If you must exhort, it works better if you follow
               | your own advice.
               | 
               | Of course, be discerning as you do this, and don't expend
               | your energy or goodwill where it will be wasted. Be like
               | Gandalf.
               | 
               | Any dogmatic system is fault-tolerant, in that it will
               | "route around" some amount of internal dissent, but this
               | does not make it impregnable.
               | 
               | The ruts in our minds steer us just as much as those in
               | the ground. But earth turns and so can we.
        
               | godelski wrote:
               | It's disheartening how many people do not want to hear
               | this. But it's the only way we can get things done. It's
               | the same thing that led to this system we all hate, a
               | race to the bottom. I posted this a week back. I think
               | you'll enjoy the article if you haven't read it yet.
               | Don't give up, you're not alone and I think we're gaining
               | momentum. https://news.ycombinator.com/item?id=43824534
        
               | walleeee wrote:
               | Cheers. I saw that one and liked it. I do wish the title
               | was "It's not _just_ the incentives ". Incentives are
               | people and artifices. The latter deceptive or not. But
               | the point being in feedback.
        
               | mark336 wrote:
               | This is a problem with liberal thinking. Its brains over
               | do the right thing.
        
               | dennis_jeeves2 wrote:
               | >The other elephants in the room are inflation and the
               | housing market.
               | 
               | I'm not even sure if people are aware of
               | inflation/housing as a completely solvable issue by the
               | govt. I guess it's because people most people are
               | clueless on how it is to be solved.
               | 
               | >We are a society of ladder-pullers.
               | 
               | It's by design, to serve the rulers. It's an assembly
               | line of slaves who are given some freedoms and are put
               | through various stages of school, university, work and
               | retirement. When most people retire they are left with
               | little to nothing.
        
             | mschuster91 wrote:
             | > I would argue that if it costs $60,000, both your
             | education system and the recruitment in those companies
             | that require this degree are broken.
             | 
             | Meh, academic degrees don't come for free, someone has to
             | pay for universities, staff and other expenses. In the US
             | it's everyone for themselves by student loans that can't be
             | discharged in bankruptcies, in Europe it's the tax payers.
             | 
             | The problem is, the ones _profiting_ from the gatekeeping
             | (aka employers) aren 't the ones paying for it in either
             | system. If employers had to pay, say, 10.000$ for each job
             | listing that requires an academic degree without an actual
             | valid reason, guess how fast that incentive would lead to
             | employers _not_ requiring academic degrees for paper-pusher
             | bullshit jobs.
        
               | bluGill wrote:
               | There is also nobody cares about low prices but you can
               | brag about how exclusive you are with high prices. One
               | univertity near me automatically gives everyone a 40%
               | scholarship - which is to say they have inflated their
               | sticker price.
        
               | dullcrisp wrote:
               | So like a payroll tax specific to jobs that require
               | higher education?
        
               | mschuster91 wrote:
               | No, only for jobs that claim to require higher education
               | but do not. Basically, an "abuse tax" to reimburse the
               | government (or the students) for having to spend money on
               | something clearly not needed.
        
               | necovek wrote:
               | In a sense, it still comes down to supply and demand --
               | if applicants, upon graduating, all requested to be
               | reimbursed for, say, 25% of their tuition up front and to
               | the university they graduated from, we'd end up with
               | reduced salaries compared to just distributing those 25%
               | to the new employee over a number a years.
               | 
               | But how do you get all students to agree with this in
               | principle when someone is in more rush to start earning
               | an income than others?
               | 
               | However, employers would then look to only hire from
               | universities that do good teaching, so maybe it's a win-
               | win?
        
             | nradov wrote:
             | Sure, the system is broken but what's the alternative?
             | Employers have a surplus of applicants for entry-level
             | technical positions. They need to filter the applicant pool
             | down to those with some level of competence and discipline.
             | Possession of a college degree is a reasonably accurate
             | proxy for those attributes: lots of false negatives but
             | good enough from the employer's perspective.
             | 
             | Ideally maybe employers ought to rely on more targeted
             | selection mechanisms. But this would be extremely expensive
             | (and potentially legally risky due to equal opportunity
             | laws) so most don't bother.
        
               | palata wrote:
               | > Sure, the system is broken but what's the alternative?
               | 
               | As I said, the only country I know where it is like that
               | is the US.
        
               | shanusmagnus wrote:
               | Are you saying the US is the only country that has an
               | excess of applicants for entry-level positions? Or the
               | only one for which credentialism is the solution to this
               | problem? If the second, how does the place you're from
               | solve it?
        
               | palata wrote:
               | No, I am saying that the US is the only country _I know_
               | where students pay 60k per year.
        
               | dennis_jeeves2 wrote:
               | >Sure, the system is broken but what's the alternative?
               | 
               | For a true solution, the entire taxation and monetary
               | system will have to overhauled. It's of course not going
               | to happen.
               | 
               | Transactions outside of the govt monetary system is
               | effectively illegal or taxed so people are forced to
               | participate by applying for jobs for their livelihood.
        
             | sethammons wrote:
             | My tuition was $35k a year 25 years ago. Just checked, and
             | now it is $60k a year. Before room and board.
             | 
             | Broken? Saddling individuals with a quarter million in debt
             | when they are just starting life is absolutely broken. That
             | they must indenture to be a modern professional (and buy
             | hope for at least a middle class landing) is broken.
             | 
             | The notion that everything must return a (generally, near-
             | term) accounting profit is on its face stupid.
        
               | svachalek wrote:
               | $35k in 2000 is $65k now so that's actually decreased in
               | real terms.
        
               | vel0city wrote:
               | $35k/yr for tuition in 2000 was still an _extremely_
               | expensive college. The school I went to in that decade
               | was ~$10k /yr in tuition+fees and was the most expensive
               | state school in my state at the time.
               | 
               | Even today, that university is considered expensive for
               | the state at ~$8,200/semester.
        
           | lurking_swe wrote:
           | That's a disingenuous argument. You don't know what you don't
           | know. Literally. A completely self guided high school
           | graduate following random online materials will not learn
           | nearly as much on their own. Or they will go down rabbit
           | holes and waste countless hours, and not having an expert
           | unblock you or guide you down the right path would waste a
           | lot of time.
           | 
           | Further, some high school graduates (like myself at the time)
           | literally don't know HOW to learn on their own. I thought I
           | did but college humbled me, made me realize that suddenly i'm
           | in the drivers seat and my teachers won't be spoon feeding me
           | knowledge step by step. it's a really big shift.
           | 
           | If you were the perfect high school graduate, then congrats,
           | you're like the 0.01%! And you should be proud (no sarcasm).
           | This doesn't describe society at large though.
           | 
           | For the very few that are extremely motivated and know
           | exactly what job they want, i do think we need something in
           | between self guided and college? No BS - strictly focusing on
           | job training. Like a boot camp, but one that's not a scam
           | haha.
           | 
           | The other aspect of college you ignore is, it is a way to
           | build a network prior to entering the workforce. It's also
           | one of the best times to date, but that's another story.
           | 
           | Completely agree that the cost of college in the US is
           | ridiculous though.
        
             | bumby wrote:
             | > _The other aspect of college you ignore is, it is a way
             | to build a network prior to entering the workforce._
             | 
             | I don't know how generalizable this is. I remember reading
             | a few studies trying to assess if Ivy League education was
             | really more valuable that a state school. The result (IIRC)
             | was that it only matters for students who came from the
             | lowest economic strata; the authors presumed it was due to
             | the network effect. But that also means the network effect
             | was negligible for the majority of students.
        
               | tcmart14 wrote:
               | I used to work for a guy who had his engineering degree
               | from Harvard. I was out of the Navy, got a job but also
               | had a GI bill and was looking to go to school for
               | engineering while working full time. I asked him his
               | advise. Pretty much he said is to go to a state school.
               | The only real benefit, at least for engineering from Ivy
               | League, is the network, which can make getting the first
               | job easier. Otherwise the course work is the pretty much
               | the same.
        
             | sigmaisaletter wrote:
             | "A completely self guided high school graduate following
             | random online materials will not learn nearly as much on
             | their own."
             | 
             | I think you underestimate how bad some high schools really
             | are.
        
             | spiderxxxx wrote:
             | >That's a disingenuous argument. You don't know what you
             | don't know. Literally. A completely self guided high school
             | graduate following random online materials will not learn
             | nearly as much on their own. Or they will go down rabbit
             | holes and waste countless hours, and not having an expert
             | unblock you or guide you down the right path would waste a
             | lot of time.
             | 
             | Citation needed. There's great books out there that provide
             | a lot of guidance down a particular path. I'd say a lot of
             | them do, and I can't imagine online learning sources would
             | be worse. There's online communities for learners for
             | specific subjects that are full of people offering good
             | advice.
        
               | lurking_swe wrote:
               | I don't have the time to provide a citation, my
               | apologies.
               | 
               | I'll leave you with this thought though. Of all the
               | professions, tech is probably the one where this is the
               | easiest to do. There are many companies that don't
               | require a bachelors. For most of the last 15-20 years
               | tech was in a "boom" cycle, and yet the vast majority of
               | software engineers I met DID have a bachelors degree.
               | 
               | Why? If it's as easy as "pick up a book", then why didn't
               | more people take that path? I think very few people have
               | the drive and discipline to accomplish a full career prep
               | on their own.
               | 
               | If your hypothesis was true, wouldn't tech be mostly
               | filled with self-taught engineers?
        
               | tpmoney wrote:
               | I would argue that while tech is the easiest to get into
               | without a degree:
               | 
               | 1) The cultural zeitgeist around higher education (at
               | least in the US) is and has been "you must go to college
               | and get a degree". It's been over 20 years since I
               | dropped out of my first university. I'm doing just fine,
               | and yet to this day, I will be asked by older members of
               | my extended family if or when I'm going back to "finish"
               | my degree, or whether my company will offer tuition
               | assistance to help me go back. If you graduate high
               | school these days (and for at least the past few
               | decades), the expectation is that you go to college and
               | get a degree. And if you're going to have to do that
               | anyway, you might as well get the degree in the field you
               | want to go into.
               | 
               | 2) As a corollary to that, while new / younger companies
               | might have set aside the degree requirements, the big
               | tech houses definitely still preferred them and having
               | the paper was still a leg up in the hiring and
               | recruitment process. And even in companies without an
               | explicit preference for a degree, it's often listed as a
               | requirement on the job posting. "BS or Equivalent
               | Experience" is easier to match both as a candidate and as
               | an employer if the candidate has the BS as that is an
               | objectively verifiable fact.
        
           | godelski wrote:
           | > I'm there for the degree
           | 
           | Would you hire someone without a degree?
           | 
           | When you're in a position to hire or influence hiring, will
           | you consider those without degrees?
           | 
           | I ask because I hear this sentiment a lot but we still have a
           | system becoming more reliant on degrees. The universities may
           | be the gatekeepers of those degrees but they're not the ones
           | gatekeeping the jobs. They have no influence there. They were
           | not the ones who decided degree = credentials. I ask because
           | many people eventually grow in their jobs to a point where
           | they have significant influence over hiring. So when that
           | time comes will you perpetuate the system you criticize or
           | push against it? Truthfully, this is a thing that can be done
           | with little to no risk to your own employment.
        
             | hnfong wrote:
             | Speaking personally, yes, very much so.
             | 
             | I see your point, but the issue is that it's quite futile
             | to shame students for playing the game that people in the
             | industry has set up. It doesn't help that in the past,
             | college degrees _were_ in fact more relevant than today,
             | especially before the era of the internet and wikipedia, so
             | if older people who are currently in charge of hiring aren
             | 't aware of these changes, they might just apply their
             | outdated personal experience and just assume college
             | degrees hold the same weight as they did in the past.
             | 
             | I'm pretty certain when kids these days eventually become
             | responsible for hiring decisions, they probably will handle
             | things differently since their experiences are different.
        
               | godelski wrote:
               | I do appreciate that you do that! People making change is
               | the only way change can happen.
               | 
               | But I think the second part is amiss. I do agree that
               | educators (being one) need to recognize the reality of
               | the environment. But I think you also can't ignore that
               | the reason the degrees are used to signal qualification
               | is because the degree is intended to signal that some
               | knowledge is held by a specific person. Yes, things have
               | changed. It did used to be that interviews were much
               | shorter, with a degree being a strong signal (at minimum,
               | it is a signal that someone can sufficiently follow
               | directions and manage their time). Should that mean those
               | tasked with ensuring a student gets their education does
               | not get their education? I get your point, but I think it
               | is barking up the wrong tree. Asking academia to change
               | only furthers the problem as it lets employers shift
               | blame. It is like getting upset at a minimum wage worker
               | for increased prices due to tariffs.
               | 
               | The really weird thing is we're now in this bizarroland
               | setting where employers will filter for degree and then
               | spend months and a lot of time and money putting
               | candidates through testing rounds. Making them do tons of
               | leetcode and other things to evaluate their performance.
               | Where the candidates spend months studying to pass the
               | interviews. And the complaints here are probably more
               | apt, about how the material they need to study is not
               | significantly relevant to the skills needed for a job[0].
               | Worse, it doesn't seem to be achieving the results it is
               | setting out to seek.
               | 
               | As they say about the stock market "the market can stay
               | irrational longer than you can stay solvent". My point is
               | that some academics are making classes easier. Grade
               | inflation is a measurable phenomena and it sure got worse
               | with Covid. My point is that employers are acting
               | irrationally.
               | 
               | [0] I'll give an example. I had an interview a few weeks
               | ago and we had run a bit longer than expected prior to
               | getting to the coding portion of the interview and where
               | their coding software crashed a few times, giving us 10
               | minutes to do what was expected to be 30. Finally coding,
               | the program crashed and I said "I don't use a lot of
               | Juypter Notebooks, does the kernel crash when OOM?" I'm
               | explaining my thought process aloud and frankly, I'd
               | never hit this on the job. No answer. I quickly scroll
               | through logs, say "I'm going to guess that's the issue,
               | I'd normally guess and if wrong google it". Yes, it was
               | the right answer. But there was no reason to do this,
               | especially with me guessing right. This wasn't some dinky
               | startup, it was a multi-trillion dollar company...
        
             | icelancer wrote:
             | I am generally education blind. Mostly I would say graduate
             | school experience has been a net negative on my teams
             | overall, if anything.
        
               | godelski wrote:
               | The second half seems to contradict the first. But I do
               | condone the actions, as that's the only way things can
               | change.
        
             | dennis_jeeves2 wrote:
             | >Would you hire someone without a degree?
             | 
             | Yes.
             | 
             | A person is a idiot if he/she takes someone's competence at
             | face value because of a degree. ( jobs aside - don't assume
             | your doctor is competent because he has MD, it will cost
             | you your life)
        
           | SpicyLemonZest wrote:
           | The purpose of the writing exercise is to produce a positive
           | correlation between the possession of a degree and the skills
           | that high-paying white collar jobs value. I don't blame
           | students for not knowing that, or for not having the outside
           | perspective to care. But positive signals of job competence
           | are hard to come by, employers don't just blindly accept them
           | despite what people like to say, and it's going to suck for
           | new graduates if this one is eliminated.
        
           | const_cast wrote:
           | > I could save $60,000 and do that online for free, probably
           | more efficiently.
           | 
           | Not to burst yours or anyone else's bubble, but no, probably
           | not.
           | 
           | The hard part of learning isn't access to content, it's
           | discipline and dedication. School provides structure, goals,
           | timelines, and deliverables. The value of this cannot be
           | understated.
           | 
           | I've heard from many people how they're going to learn
           | programming online and then get a job as a developer. Almost
           | all of them fail.
        
             | jampekka wrote:
             | I'm teaching faculty at a university and, at least where it
             | comes to lecture courses, I don't find this a bubble. There
             | are definitely plenty of students who would do just fine,
             | if not even better, without the external discipline and
             | structure. And even more those who could do it with
             | something like a MOOC or just a posted curriculum. And to
             | be able to work without an external discipline is IMHO one
             | of the main learning goals of university, and a decent
             | rationale for why a university degree is taken as a signal
             | for recruitment.
             | 
             | I learned programming online and got jobs as a developer (I
             | did later study CS at a university though). In my
             | experience the best developers are those who taught
             | themselves. Admittedly this may have been more the case for
             | my older generation where formal education for programming
             | wasn't that great nor widely available.
        
               | const_cast wrote:
               | Those students do exist, but there are an exceedingly
               | small minority. Of course, they won't tell you this,
               | because everyone likes to believe they're self-motivated.
               | Most people just aren't.
               | 
               | The simple question to ask is, when you go home, what do
               | you do? If the answer is learn how to sew or work on your
               | project car you've had for 10 months, you can probably
               | learn on your own. If your answer is watch TV, play video
               | games, go on a walk - then you can't, and you should go
               | to university. Some people have told me this question is
               | unfair. I mean, they're so tired from work, of course
               | they want to relax. Well, guess what - your life doesn't
               | stop if you're learning how to code on your own or
               | whatever. If that's all it takes for you to not do it,
               | then you don't have what it takes.
               | 
               | How often are people picking up new and complex skills
               | that takes years to get the hang of? _Almost never_. So
               | there you go, most people require a formal, structured
               | education to pull that off.
        
               | jampekka wrote:
               | There are plenty of students studying out of interest.
               | It's very common to e.g. study excess courses. Many doing
               | their theses can work very independently and go way
               | beyond what's required.
               | 
               | Highly self-driven students are a minority, but not a
               | rarity. People do things out of being interested and
               | enjoying learning. It shouldn't be a surprise in a
               | website called hacker news.
        
               | achierius wrote:
               | Speaking as someone who studied excess courses back in
               | the day, I still agree with the GP. There's a big
               | difference between being able to pursue random sparks of
               | interest (as might someone picking up a course they find
               | interesting) and consistently studying even when you
               | aren't necessarily inspired by the material, or when the
               | material is so hard it stops being fun. I spend a lot of
               | time working on projects in my spare time even today, but
               | I can think of only one case where I worked anywhere near
               | as hard on one of those as I did on the projects for my
               | university's OS course, or compilers course, or etc. Even
               | students who do regularly go above and beyond would
               | likely struggle without the structure to A) tell them
               | what to learn, B) give them motivation -- because of
               | course many students who do go the extra mile are still
               | motivated by grades, prestige, research opportunities,
               | etc.
        
               | lucianbr wrote:
               | > There are definitely plenty of students who would do
               | just fine, if not even better, without the external
               | discipline and structure.
               | 
               | How do you know? It's easy enough to assert, but what
               | kind of proof can there be for this assertion? Obviously
               | the students are enrolled in university, and their
               | accomplishments without it are only hypothetical.
        
               | Aurornis wrote:
               | > I'm teaching faculty at a university and, at least
               | where it comes to lecture courses, I don't find this a
               | bubble. There are definitely plenty of students who would
               | do just fine, if not even better, without the external
               | discipline and structure.
               | 
               | I don't understand how you can make this claim based on
               | observing students who are in an environment with
               | discipline and structure.
               | 
               | I thoroughly believed this to be true when I was younger.
               | I thought the explosion of the internet and availability
               | of free course materials, videos, MOOCs, and any
               | information you want was going to change the education
               | game forever.
               | 
               | What finally changed my mind was when I became a hiring
               | manager. I decided I'd give an interview to almost every
               | self-taught developer who applied. If someone didn't have
               | a college degree listed on their resume, I'd schedule a
               | call to hear their story. I thought I was going to be
               | uncovering diamonds in the rough that other companies
               | overlooked.
               | 
               | With a few notable exceptions, it did not work out that
               | way. Don't get me wrong: A couple of the self-taught
               | developers were absolutely brilliant. However, I found
               | that most were, to be blunt, not even progressing their
               | intra-career knowledge as fast as peers with traditional
               | backgrounds. We hired a few, but a common theme was that
               | they needed more guidance for dealing with the structure
               | and expectations of an office job.
               | 
               | I also had a few very above-average friends in high
               | school who went the self-education route. "College is a
               | waste of money" mindset. Voracious readers in their
               | youth. Last I checked, both of them were bouncing from
               | entry-level job to job.
               | 
               | Of course, there are students who go to paper-mill
               | colleges who also learn very little.
               | 
               | I think the value of a demanding, structured college
               | education is partially the education, but largely about
               | learning how to learn. Learning how to deliver, learning
               | how to operate on a schedule, and having some structure
               | to check your understanding relative to peers. Almost
               | everyone I know (including me!) who does self-studying
               | reading thinks their understanding is better than it is
               | right up until they have to apply it, at which point they
               | realize they didn't understand it as deeply as they
               | thought. It's easy to read course materials and think
               | "That makes sense" because it's logically consistent, but
               | integrating the knowledge in a way that you can apply it
               | and reason about it is harder. Structured learning forces
               | people to do the latter, whereas self-guided learning
               | leaves it as an exercise for the reader. An exercise that
               | many don't follow up on.
        
             | dennis_jeeves2 wrote:
             | >School provides structure, goals, timelines, and
             | deliverables. The value of this cannot be understated.
             | 
             | That _may_ be true for the vast majority, but it's criminal
             | to waste the time of bright young people by putting them
             | though hoops. I would even speculate that that they phoney
             | goals, timelines, and deliverables in school actually
             | damage kids.
        
         | zeroq wrote:
         | You're missing trees for forest.
         | 
         | When I was a kid and got an assignement for writing an essey
         | about "why good forces prevailed in Lords of the Rings" as a
         | gate check to see if I actually read the novel I had three
         | choices: (a) read the novel and write the essey myself (b) find
         | an already written essey - not an easy task in pre-internet era
         | but we had books with esseys on most common topics you could
         | "copy-paste" - and risk that the professor is familiar with the
         | source or someone else used the same source (c) ask class mate
         | to give me their essey as a template and rephrase it as my own
         | 
         | A and C would let me learn about the novel and let me polish my
         | writing skills.
         | 
         | Today I can ask ChatGPT to write me a 4 pages essay about a
         | novel I've never heard of and call it a day. There's no value
         | gained in the process.
         | 
         | That's a simple example. The problem is that the same applies
         | to programming. Novice programmer will claim that LLM give them
         | power to take on hard tasks and programm in languages they were
         | not familiar before. But they are not gaining any skill nor
         | knowledege from that experience.
         | 
         | If I ask google maps to plot me a directions from Prague to
         | Brussels it will yield a list of turns that will guide me to my
         | destinations, but by any means I can't claim I've learned
         | topography of Germany in the process.
        
           | palata wrote:
           | essay*
           | 
           | (I don't usually do that, but it appears so many times in the
           | first few sentences that I had to do it here)
           | 
           | I agree with your points, though, but I think that they are
           | in agreement with the comment you are answering to...
        
             | zeroq wrote:
             | Hehe, it's fine, at least it proves that the post was
             | written by human. ;)
             | 
             | And yeah, and revisiting the OP we're on the same track.
        
           | leereeves wrote:
           | > But they are not gaining any skill nor knowledege from that
           | experience.
           | 
           | It sounds like you agree with GP.
        
           | scarface_74 wrote:
           | In the pre-Internet era there were Cliff Notes.
        
           | xeyownt wrote:
           | > Novice programmer will claim that LLM give them power to
           | take on hard tasks and programm in languages they were not
           | familiar before. But they are not gaining any skill nor
           | knowledege from that experience.
           | 
           | Not true.
           | 
           | Using LLM to learn quickly a new programming language + being
           | productive is best method ever. If you pay attention, you
           | acquire rapidly new skill and knowledge, and those that are
           | relevant to your job.
           | 
           | Using LLM is MUCH more efficient than reading a book going
           | through all the minute details of the language prior telling
           | how to use it. It's the same as learning a language from your
           | parents compared to learning a language from a class. You
           | might not know all the grammar rules, but you'll be way more
           | proficient. And nothing prevents you from learning the
           | grammar later on.
        
             | chrisandchris wrote:
             | > Using LLM to learn quickly a new programming language +
             | being productive is best method ever. If you pay attention,
             | you acquire rapidly new skill and knowledge, and those that
             | are relevant to your job.
             | 
             | I tend to disgree. maybe for you, but my mind does not work
             | that way.
             | 
             | As a teacher at a university I come to see that students
             | "learn" by asking an LLM, but they forget to understand the
             | content the LLM produces because the LLM actually solves
             | the assignment (mostly) for them. One may say that's the
             | teachers task to produce better questions, but the thing I
             | most "struggle" with that getting educated as a student
             | seems to just be a play of "gaming the system". Yes, it was
             | similar during my time (learning how to reach your goal
             | with as less effort as possible is a good part of the
             | "education" at a university IMHO), but we actually had to
             | think and understand while today just seems like prompt-
             | and-copy.
        
           | chrismorgan wrote:
           | > _If I ask google maps to plot me a directions from Prague
           | to Brussels it will yield a list of turns that will guide me
           | to my destinations, but by any means I can 't claim I've
           | learned topography of Germany in the process._
           | 
           | There are multiple ways you can use such technology, too. If
           | you use Google Maps with its out-of-the-box configuration for
           | turn-by-turn directions, with it oriented in the direction of
           | travel, you won't learn so much; but if you change it to
           | always display the map north-up, and _look_ at the map it
           | shows you--inferior though it be to good paper maps, in most
           | cases--it's easier to develop a feel for layouts and
           | geography.
        
           | tpmoney wrote:
           | > Today I can ask ChatGPT to write me a 4 pages essay about a
           | novel I've never heard of and call it a day. There's no value
           | gained in the process.
           | 
           | If we take the original article at face value, no you can't
           | do that. ChatGPT will apparently produce something that is
           | obviously ChatGPT produced and fail to fool even the most
           | absent minded of instructors that you have read the material.
           | So even with a ChatGPT LLM to help you out, you're largely
           | going to have to do a modified version of C, replacing your
           | class mate with the LLM and adding in the need to do your own
           | reading and validation to ensure that the text matches the
           | actual book contents.
           | 
           | > If I ask google maps to plot me a directions from Prague to
           | Brussels it will yield a list of turns that will guide me to
           | my destinations, but by any means I can't claim I've learned
           | topography of Germany in the process.
           | 
           | I would argue that even if you plotted a route by hand
           | reading maps, you can't claim to have learned the topography
           | of Germany either. "The map isn't the territory" after all.
        
             | thugthrasher wrote:
             | ChatGPT and the like are in a weird position at the moment.
             | It's usually pretty clear that you have written it using an
             | LLM, but it's hard to PROVE. And you need to be able to
             | prove it (to some degree, which varies depending on the
             | institution) to reliably count off for it, otherwise the
             | student will challenge your finding that they cheated and
             | the Honor Court (or administrator, or other equivalent)
             | will tell you that you can't do that.
             | 
             | So, you can usually get away with it if there is not some
             | way the professor/TA can prove it.
             | 
             | As things change, this will change, but that's the
             | situation the author of the original article finds themself
             | in, because it's the current situation.
        
             | golergka wrote:
             | > If we take the original article at face value, no you
             | can't do that. ChatGPT will apparently produce something
             | that is obviously ChatGPT produced and fail to fool even
             | the most absent minded of instructors that you have read
             | the material.
             | 
             | Only if you don't have any custom instructions about style
             | and don't proofread it afterwards. All the usual "tells" of
             | ChatGPT are very obvious to scrub out, and you don't have
             | to use OpenAI's chat wrapper to begin with.
        
         | Aeolun wrote:
         | > It's been incredibly blackpilling seeing how many intelligent
         | professionals and academics don't understand this
         | 
         | I figured this out in high school. It can't be all that
         | uncommon of a thought that if you are already in school and
         | paying and given time to learn, you might as well do so?
        
           | palata wrote:
           | I think that figuring this out is a great achievement.
           | Probably one of the goals of school. It depends on many
           | factors and the sooner, the better.
           | 
           | Young kids don't get it, they just do what they're asked.
           | That's okay. University students graduating without having
           | figured it out is a problem. And somewhere in the middle is
           | when the average student gets there, hopefully?
        
           | liveoneggs wrote:
           | https://www.youtube.com/watch?v=tGfiSM4H-7w
        
         | drewcoo wrote:
         | >> the purpose of a class writing exercise
         | 
         | > how many intelligent professionals and academics don't
         | understand this
         | 
         | Mastery of a discipline does not imply any pedagogical
         | knowledge, despite anything one of my childhood heroes, Richard
         | Feynman, might have claimed.
         | 
         | Despite frequent claims otherwise, in my experience and
         | sampling of PhDs and Masters of different sorts and grad
         | students working toward those degrees, an advanced degree does
         | not teach anyone how to lead or teach. This is true of even
         | some of the folks I knew studying Education itself who were a
         | little too focused on their own research to understand anything
         | "so simple."
         | 
         | > cheat themselves out of an education
         | 
         | What's "an education," though? For some people, education is
         | focused on how to learn. For others, it's focused on some kind
         | of certification to get a job. Some of us see value in both.
         | And I'm sure there are other minority opinions as well. We, as
         | a society, can't agree. The only thing we can seem to agree on
         | in the US is that college should be expensive and saddle
         | students with ridiculous debt.
        
         | azernik wrote:
         | An analogy I've heard is that it's like using a forklift at the
         | gym. The point is not to get an object from point A to point B,
         | it's to develop skills.
        
         | fallinditch wrote:
         | It's been obvious since ChatGPT blew up in early 2023 that
         | educators had to rethink how they educate.
         | 
         | I agree that this situation that the author outlines is
         | unsatisfactory but it's mostly the fault of the education
         | system (and by extension the post author). With a class writing
         | exercise like the author describes, of course the students are
         | going to use an LLM, they would be stupid not to if their
         | classmates are using it.
         | 
         | The onus should be on the educators to reframe how they teach
         | and how they test. It's strange how the author can't see this.
         | 
         | Universities and schools _must_ change how they do things with
         | respect to AI, otherwise they are failing the students. I am
         | aware that AI has many potential and actual problems for
         | society but AI, if embraced correctly, also has the potential
         | to transform the educational experience in positive ways.
        
           | easygenes wrote:
           | Amusingly, when I asked o3 to propose changes to the
           | education system which address the author's complaints wrt
           | writing assignments, one of the first things it suggested was
           | transparent prompt logging (basically what the author
           | proposes).
           | 
           | https://chatgpt.com/share/6817fe76-973c-8011-acf3-ef3138c144.
           | ..
        
             | fallinditch wrote:
             | O3 actually came up with a good blueprint for an 'AI-
             | centric teaching guide'. Impressive.
        
           | AdieuToLogic wrote:
           | > The onus should be on the educators to reframe how they
           | teach and how they test. It's strange how the author can't
           | see this.
           | 
           | > Universities and schools must change how they do things
           | with respect to AI, otherwise they are failing the students.
           | 
           | Hard disagree.
           | 
           | Students need to answer a fundamental question of themselves;
           | Am I here to learn or to get a passing grade?
           | 
           | If it is the former, the latter doesn't really matter.
           | 
           | If it is the latter, the former was not the point to begin
           | with.
        
             | zamadatix wrote:
             | Why isn't both a valid option, can't one be at a university
             | to both learn and get a degree+GPA showing they did well at
             | doing so? In any case, why does a student selecting that
             | they are there to learn negate the responsibility of the
             | university to provide the best curricula for students to do
             | so with?
        
               | alpinisme wrote:
               | The assumption you are making is that students
               | consistently using llms is required by the best
               | curriculum. That's a big assumption. There may be value
               | educationally in forcing students to learn how to do
               | things on their own that an llm could do for them. And in
               | that case, it's the student failing their education if
               | they circumvent it with an llm, not the institution's.
        
               | zamadatix wrote:
               | At times there is value in that kind of approach,
               | especially when the learning is specifically about those
               | kinds of lower layers instead of higher concepts. As
               | such, it's not that certain tools should be used in every
               | assignment or never ever used, just whether they should
               | be used commonly.
               | 
               | For most continued learning it's better if the university
               | uses calculators, compilers, prepared learning materials,
               | and other things that do stuff on behalf of the students
               | instead of setting the bar permanently to "the student
               | should want to engage everything at a base level or they
               | must not be here to learn". It allows much more advanced
               | learning to be done in the long run.
        
             | zarathustreal wrote:
             | Universities do not provide knowledge, this is a
             | romanticization of an ideal. They are about getting a
             | passing grade and a certificate so that you can enter the
             | workforce. The idea that you go to college to get an
             | education is just a polite fiction to appease students and
             | their parents
        
             | halfadot wrote:
             | For almost everyone in the world, the answer is the latter.
        
           | EvgeniyZh wrote:
           | > they would be stupid not to if their classmates are using
           | it.
           | 
           | Why would they be stupid? Were people before LLMs stupid for
           | not asking smarter classmate/parent/paid contractor to solve
           | the homework for them?
           | 
           | Large part of education is learning about things that can be
           | easily automated, because you can't learn hard things without
           | learning easy things. Nothing conceptually changed in this
           | regard, like Wolfram Alpha didn't change the way
           | differentiation is taught.
        
             | fallinditch wrote:
             | Agreed, my bad choice of words. I really meant 'stupid'
             | from a slightly ironic, competitive point of view. It's
             | like the pressure to cheat in professional sport is
             | obviously so intense, I'm sure a lot of a cheat's
             | motivation is to remain competitive because their
             | colleagues are cheating so they feel they have to as well,
             | otherwise they lose.
        
               | EvgeniyZh wrote:
               | YMMV, in my uni there is more or less zero impact of
               | cheating in your homeworks in most classes: the homework
               | has low weight in final grade and are graded very
               | generously.
               | 
               | I agree that making assignments not designed with
               | external sources in mind significantly impact the final
               | grade is not ideal. I think this is minor and easily
               | fixable point rather than some failure of the whole
               | education system.
        
               | roland35 wrote:
               | What's funny about this is if you are an athlete who
               | cheats constantly while growing up - you'll never develop
               | the skills to be able to make it as a pro. Interesting
               | how students don't see this same situation with their
               | homework
        
             | lmm wrote:
             | > Were people before LLMs stupid for not asking smarter
             | classmate/parent/paid contractor to solve the homework for
             | them?
             | 
             | In American universities where your GPA from your in-class
             | assessments forms part of your final grade? Yes,
             | absolutely.
             | 
             | Where I came from you do your learning in class and your
             | assessment in a small, short set of exams (and perhaps one
             | graded essay) at the end of each year. That seems far more
             | conducive to learning things without having to juggle two
             | competing objectives the whole time.
        
           | hellisothers wrote:
           | Seems like you missed the point of the article. The author is
           | saying that if you treat the class/lesson as a means to an
           | end only where the goal is to get a diploma then you're not
           | actually getting an education. If you're using an LLM to do
           | the work for you even if the other students are too then
           | you're just following all the other lemmings off the ledge.
        
           | signa11 wrote:
           | do you think that the purpose of college/school/... is to
           | give you a degree because you paid them money ?
        
           | qingcharles wrote:
           | I'll leave this link here in case you feel like being
           | depressed today:
           | 
           | https://www.reddit.com/r/ChatGPT/comments/1hun3e4/my_little_.
           | ..
        
             | fallinditch wrote:
             | It seems to me that the little sister is acting rationally.
             | Yes it's a bit lazy but then: when was the last time you
             | used a calculator for a calculation that you could have
             | done in your head? Do you actually _need_ to be able to do
             | mental arithmetic, do you actually really need to be able
             | to work out what 24 + 7 is in your head?
             | 
             | I don't know what the answer is. I'm old school, if it was
             | up to me I'd bring back slide rules and log tables, because
             | that's such a visual and tactile way of getting to know
             | mathematics and numbers.
             | 
             | It's interesting to consider how AI is affecting humans'
             | cognition skills. Is it going to make us stupid or free us
             | up to use our mental capacities for higher level
             | activities? Or both?
        
               | scarface_74 wrote:
               | Even with a calculator and more so with ChatGPT, you
               | still need to know whether an answer passes the sniff
               | test.
        
               | lmm wrote:
               | Only in a few fields. You can have a successful career
               | publishing papers in the social sciences, or justifying
               | decisions in middle-management, without being able to
               | know whether an effect size passes the sniff test -
               | actually not knowing will probably help you make
               | convenient mistakes.
        
               | sethammons wrote:
               | 24 plus 7 is 41 or 94 or 3 and 4/7 are all obviously
               | wrong, but only if you have developed number sense. I've
               | had students who wouldn't bat an eye at any of those
               | solutions.
        
               | tpmoney wrote:
               | One thing missing from the reddit story is how the author
               | knows their sister is using ChatGPT to obtain the answer
               | as opposed to validating work. I'll often punch a
               | calculation I've already done in my head into a
               | calculator to confirm for myself I landed on the right
               | answer. Or come up with a solution to a problem, find
               | myself wondering if there's a better solution or just
               | feel like it doesn't quite look right and search for
               | solutions online to compare and contrast. I'm not using
               | the calculator or search to replace my work, I'm using it
               | as the sniff test. But you couldn't determine that just
               | by knowing my inputs to the calculator and google. You'd
               | have to see the entire process.
        
           | lawn wrote:
           | > With a class writing exercise like the author describes, of
           | course the students are going to use an LLM, they would be
           | stupid not to if their classmates are using it.
           | 
           | Its only stupid if you try to optimize for the wrong things
           | (finishing quickly, just getting a pass).
           | 
           | I'd say it's very smart if you don't rely on LLMs, copy the
           | homework from someone else, or similar; because you're
           | optimizing for learning, which will help you more than the
           | various shortcuts.
        
         | ozim wrote:
         | I always get triggered when people argue against ,,rote
         | memorization" - but it also is technique that builds up
         | knowledge, skills and experience.
         | 
         | Even if one won't need that specific know how after exams -
         | just realization how much one can memorize and trying out some
         | approaches to optimize it is where people grow/learn.
        
           | colechristensen wrote:
           | Memorizing things is somewhat helpful but being able to
           | parrot back answers to questions is not at all the same thing
           | as knowledge, skills, or experience. Memorizing a bunch of
           | facts is an adequate way to fool someone into thinking you
           | have those things. Testing for memorized facts is a good way
           | to misidentify useful skills.
        
             | bigstrat2003 wrote:
             | And yet there _is_ still value in facts. For example,
             | learning the ideal gas law in high school has enabled me to
             | understand in my adult life how gases will react when
             | compressed or when released. Yet the ideal gas law is a
             | simple fact that you can memorize in minutes. In this case,
             | memorizing that small fact about physics enabled me to
             | apply it to gain understanding of other situations.
             | 
             | I believe that the same holds true for other facts one
             | might memorize. Yes, the fact may seem like meaningless
             | trivia (and might even be so at times), but in the right
             | situation knowing that fact can help with understanding.
             | You can certainly spend too much time on memorization of
             | facts, but that doesn't mean it has no place either.
        
               | lmm wrote:
               | A law is an infinite family of facts, it's already
               | several steps up from memorising a concrete fact like the
               | density of oxygen at room temperature and pressure.
        
           | lawn wrote:
           | I think memorization is very important for one big reason:
           | 
           | Facts and knowledge acts as a scaffolding, making it easier
           | to absorb more information and knowledge the more you have.
        
           | kharak wrote:
           | Coming from the other side of this argument: In my degree,
           | rote memorization was required for a surprising amount of
           | courses. It required students, me included, to memorize huge
           | quantities of things we knew were utterly irrelevant to
           | anything but being graded. (This prediction remained true).
           | Committing irrelevant course work into memory over and over
           | again almost burned me out, certainly made me lose all
           | interest and fun in learning for over a decade afterwards. To
           | be honest, I still feel slightly burned and that might never
           | go away.
           | 
           | You might have attended a good degree, where the learned
           | information was actually beneficial. But I'd bet for most
           | degrees out there, rote memorization is the consequence of
           | professors wanting easily gradable exams, existing for their
           | benefit, not the students.
           | 
           | Which means the actual problem is low quality education and
           | degrees and we might find common ground here.
        
         | jameshart wrote:
         | I've come across this analogy that I think works well:
         | 
         | Using an LLM to do schoolwork is like taking a forklift to the
         | gym.
         | 
         | If all we were interested in was moving the weights around,
         | you'd be right to use a tool to help you. But we're doing this
         | work for the effect it will have on _you_. The reason a teacher
         | asks you a question is not because they don't know the answer.
        
           | mlsu wrote:
           | The point of education isn't to actually learn though. It's
           | to receive the credential.
           | 
           | This is much larger than a cultural problem with the students
           | of today. They believe, rightfully and accurately, that the
           | university degree is yet another part of the machine that
           | they will become a cog in.
           | 
           | What should be alarming to everyone is that these students
           | will graduate without having learned anything and then go
           | into the workplace where they will _continue_ to _not_ use
           | their atrophied critical thinking skills, to simply do yet
           | more, as a cog in the machine.
        
             | bumby wrote:
             | This attitude is part of a more general cultural shift.
             | Back in the 1960s, the majority of students said the
             | primary motivation for going to college was to develop a
             | philosophy of life, and a minority said the main goal was
             | to be very financially successful. Somewhere around the
             | 1980s this started to shift and the proportions are now
             | inverted.
             | 
             | * according to the UCLA CIRP freshman survey
        
               | mschuster91 wrote:
               | > Somewhere around the 1980s this started to shift and
               | the proportions are now inverted.
               | 
               | Yeah, that's when the great "push for education" came, as
               | well as neoliberalism which preached continuous hustling
               | and individuality. And in the 90s, the ADA and other anti
               | discrimination laws hit, and requiring a college degree
               | was and still is a very useful pre-screening filter for
               | HR to continue discrimination.
        
               | shawn-butler wrote:
               | It's also as I recall when tuition and student costs
               | started to spike in the US which is probably more
               | directly related than some "philosophical" change in the
               | zeitgeist[0]. When students and parents start racking up
               | debt like this, you become very interested in the fastest
               | way to pay it back.
               | 
               | For me the impact of the university administrators as
               | they chased higher endowments for more buildings with
               | naming rights and expanded their own bureaucracies with
               | direct hires that did not directly contribute to the
               | faculty mission did more to alter the university
               | experience than anything else.
               | 
               | [0]: https://educationdata.org/average-cost-of-college-
               | by-year
        
               | MengerSponge wrote:
               | We (America) made university educations super expensive.
               | Causality is complicated, but it probably started as an
               | effort to destroy the anti-war movement in the 70's.
        
               | sgustard wrote:
               | "Most financial experts attribute he sudden increases
               | that started in the 1970s with an influx of federal
               | funding designed to make college more affordable."
               | 
               | https://educationdata.org/average-cost-of-college-by-year
        
               | tcmart14 wrote:
               | I would also say some of the attitude shift is also
               | contradictory. The amount of people I interact with who
               | have a lot of bad things to say about the education who
               | tell me universities should focus on education in a
               | general meanwhile also say that schools to should focus
               | on student getting jobs. Probably one that has been heard
               | before, something along the lines of, "why don't high
               | schools teach plumbers courses." I mean they can. While
               | also, "colleges are too focused on checking the boxes so
               | students can get jobs."
        
               | tpmoney wrote:
               | It's not inherently contradictory to hold both positions,
               | if your overarching position is that the schools are in a
               | weird in-between state that serves neither well. My time
               | in school was marked with both forms of frustration.
               | 
               | I wanted to learn a new language and I wanted to take
               | some history courses that covered regions and eras not
               | well covered in my high school courses. But despite my
               | university having a significant "elective" component to
               | my degree path, none of those courses were on the list of
               | allowed electives for my degree. So in this case, the
               | university was failing at a focus on education by
               | hindering my ability to branch out away from my core
               | studies and requiring that I take "electives" that were
               | more closely associated with the imagined career path my
               | degree would provide.
               | 
               | On the flip side, the "core" courses for my degree were
               | bogged down in academic minutia and exercises that bore
               | only the most surface level resemblance to the things
               | I've done in my actual career. Often the taught material
               | was out of date relative to the state of the industry.
               | Other times the material was presented with philosophical
               | reasons for learning the material, but with no practical
               | application backing it to help make that philosophy
               | complete. And very little material (if any) covered the
               | usage of tools of the industry. In this case, we're
               | failing the goal of setting people up for their careers
               | by not teaching the practical applications of the
               | knowledge. And to be clear this isn't just a "learning
               | examples are by necessity simplified examples" problem. I
               | later went back to school at a local community college
               | for different material and from day one those courses
               | were more relevant and more up to date. They provided
               | material that was immediately useful in real world
               | applications of the underlying knowledge. And I think
               | some of that was because many of the courses for that
               | community college were taught by industry veterans,
               | either part time or as a "retirement" gig.
               | 
               | In short, my experience at a large university was indeed
               | a series of boxes that were to be checked, ostensively to
               | provide me a "well rounded" education, but practically
               | all narrowly focused on getting me a job in the field.
               | Yet the boxes also failed at being relevant enough to the
               | state of the industry to actually give me a foundation to
               | work from when starting my career.
        
               | firesteelrain wrote:
               | Where I am at, you can learn a skill in high school
               | either via elective or a career technical track like
               | working on airplanes, HVAC, construction, etc. Back in
               | the 90s, I took automotive electives because I liked to
               | work on cars back then. It would prepare you to work at a
               | small automotive shop or as a hobby. I realized that it
               | didn't make that much money so switched to computers.
        
               | johnnyanmac wrote:
               | And by my school years in the 00's those programs were
               | slashed across the nation thanks to Bush. They just kept
               | putting down the blue collar work and encouraged everyone
               | to go to college. Right as they make student loans
               | unbankruptale.
               | 
               | Always follow the money
        
               | firesteelrain wrote:
               | They are still around and I am in a Red state.
        
               | PKop wrote:
               | And there were fewer students going to university and so
               | you had a higher proportion of people doing it for the
               | love of learning. It was easier to get a job without a
               | degree. It's not just a cultural shift, it's a change of
               | supply and demand.
        
               | lazide wrote:
               | Notably, the late 70's and early 80's is when large scale
               | social changes started to happen due to high inflation
               | and major problems in the US economy. Also a lot of
               | social unrest, and a pretty unhinged president (Tricky
               | Dick).
        
               | mike_hearn wrote:
               | The same issues are seen in other countries. It's not
               | specific to US presidents or policy. The insistence on
               | maximizing university attendance was a widespread idea
               | coming out of the left, e.g. in Britain it was heavily
               | pushed by Tony Blair. The Blair government also raised
               | tuition fees considerably.
               | 
               | The stated rationale at the time was that degree holders
               | earn more, so if everyone gets a degree, everyone will
               | earn more. I am doubtful that was the true rationale but
               | it's how the policy was sold to people.
        
               | Ekaros wrote:
               | Also I think massaging unemployment numbers for a while
               | is reasonable goal. After all those in education are not
               | counted as unemployed.
        
               | johnnyanmac wrote:
               | The mentality isn't, but the costs are US unique. You can
               | afford to "explore" a bit of your youth if you're not
               | going into 6 figures of debt.
        
               | kipchak wrote:
               | Arguably the cause of the cultural shift is economic.
               | Wages began stagnating in the early 1970s, which caused
               | increased demand for diplomas as a way to increase wages.
               | This is most striking in the number of students seeking
               | law degrees, which shoots off at around the same time.
        
               | bluecheese452 wrote:
               | Yeah because in the 60s you could support a wife and 4
               | kids, buy a house and 2 cars, without a high school
               | diploma, all before turning 25. There was no reason to go
               | to college unless you were interested in learning.
               | 
               | These days you need a college degree just to afford a 1
               | bedroom apartment by the time you are 40.
        
             | andrehacker wrote:
             | Well, the credentials defintely help to GET the first job.
             | As a cog in the machine though you are most often valued
             | for skills more than for credentials, at least in the U.S.
        
             | kharak wrote:
             | An anecdote to add to this:
             | 
             | Me and most of my peers in college had the choice between
             | two courses. Course A was interesting, yet vastly more
             | challenging and therefore time consuming, with the
             | additional downside of lower grade expectation. Course B
             | was boring, a gentle breeze in comparison, yet with an
             | almost guaranteed perfect grade.
             | 
             | Imagine which course most students choose?
             | 
             | Even if a student wants to take on the more interesting
             | course, incentives matter, and the incentive is: better
             | grades qualify for better compensated positions and
             | prestigious degrees. Only students who didn't care about
             | this or were confident enough in their ability did choose
             | Course A. In the end, barely a handful of students out of
             | hundreds went with A.
        
           | jjmarr wrote:
           | > The reason a teacher asks you a question is not because
           | they don't know the answer.
           | 
           | A decent amount of my professors _don 't_ know the answers
           | because they bought the course, test questions, and lectures
           | from Cengage. During exam review, they just regurgitate the
           | answer justification that Cengage provided. During the
           | lectures, they struggle to explain certain concepts since
           | they didn't make the slides.
           | 
           | Professors automate themselves out of the teaching process
           | and are upset when students automate themselves out of the
           | learning process.
           | 
           | I can tell when the faculty views teaching as a checkbox that
           | they officially have to devote 40% of their time to. I can
           | tell when we are given busywork to waste our time instead of
           | something challenging.
           | 
           | To use your analogy, I'm being told to move 1000 plush
           | reproductions of barbells from Point A to B by hand because
           | accreditation wants to see students "working out" and the
           | school doesn't want high failure rates.
           | 
           | We are all pulling out the forklift. Some of us are happy
           | because we don't have to work as hard. Others are using the
           | forklift so we can get in a real workout at home, as school
           | is not a good use of our time. Either way, none of us see
           | value moving paperweights all day.
           | 
           | edit:
           | 
           | My favourite course during my Computer Engineering degree was
           | Science Fiction because that professor graded us on substance
           | instead of form. It was considered a hard class because one
           | would get good marks on the essays by focusing on building
           | substantive points instead of strict adherence to the form of
           | a five-paragraph hamburger essay.
           | 
           | The call to action is to make courses harder and stop giving
           | students plush barbells.
           | 
           | For example, University of Toronto Engineering Science
           | (hardest program in Canada) gives first-year students a "vibe
           | coding" lab in which students learn how to solve a problem
           | that AI cannot.
           | 
           | https://www.cs.toronto.edu/~guerzhoy/vibecoding/vibecoding.h.
           | ..
        
             | lazide wrote:
             | But that requires professors to do work and give a damn!
        
               | johnnyanmac wrote:
               | These projections about bad professor experience is
               | exactly why colleges became so hyperconpetitive. The
               | difference between a competitive (and not even exclusive
               | level like Ivies) and a "semi-competitive" is night and
               | day in terms of rigor, staff talent, and overall
               | environment.
               | 
               | But sure, you're always going to find a few meh or bad
               | professors. And they will stick out as much ad thr great
               | professors
        
             | pca006132 wrote:
             | There are many issues here. The lack of incentives is
             | probably the most important one. For new professors (in
             | research universities), good teaching is usually just a
             | good thing to have, but it is not a deciding factor for
             | their tenure. When they get their tenure, they probably
             | have enough students, and they need to work hard to apply
             | for funding and keep the students paid. Administrators care
             | most about ranking, and teaching isn't really evaluated in
             | the ranking. They just push the professors to do more
             | research and apply for more funding.
             | 
             | It is also hard to evaluate university teaching because
             | there are no benchmarks for that (compared with high
             | school, for example), and it is hard to judge if teaching
             | is good from student feedback. You can only know if someone
             | fucked up or did really well, which are outliers.
             | 
             | There are other issues as well. Professor IMO is a
             | ridiculous job, you are supposed to be an expert in the
             | field, be a researcher, be a manager, be a teacher, be a
             | salesman, all at the same time. There are people who can
             | excel in all these, but these are probably just outliers.
             | It doesn't help when PhD training doesn't train you to be a
             | proper manager and teacher. While there are some teaching
             | training, I think we are not really held to a high enough
             | standard. E.g. One can pass the teaching course if they
             | just show up and spend some time, even though their
             | teaching is horrible.
        
             | StefanBatory wrote:
             | Meanwhile at my uni, at Masters, I'm being taught how to
             | create and delete rows in HTML - I wish I wasn't kidding.
             | :(
        
           | gsf_emergency wrote:
           | I think LLMs, if used correctly, can be useful for BOTH the
           | credentialing and the human resource development (*cough*)
           | 
           | Essentially, since they are a summary of "the" state of
           | knowledge, the teacher should be able to ask them to put a
           | number on how novel a piece of text is.
           | 
           | Once LLMs are able to evaluate, independently, the soundness
           | of an argument... (Hopefully, this will be achieved AFTER $5
           | H100s reach the average consumer)
        
             | grey-area wrote:
             | LLMs are sometimes wrong, and they don't know they are
             | wrong, nor do students.
             | 
             | They are the wrong tool for pedagogy.
        
           | ChadNauseam wrote:
           | If students went to college only to learn, colleges wouldn't
           | bother giving diplomas.
           | 
           | Compare: My piano teacher doesn't give diplomas because none
           | of her students would care, her students actually want to
           | learn. When my piano teacher cancels class, I am disappointed
           | because I wanted to learn. My piano teacher doesn't need to
           | threaten me with bad grades to get me to practice outside of
           | class (analogous to homework), because I actually want to
           | learn.
           | 
           | There are many college students for whom none of these tests
           | would pass. They would not attend if there was no diploma,
           | they're relieved when their professors cancel class, and they
           | need to be bullied into studying outside of class.
           | 
           | What made us think these students were ever interested in
           | learning in the first place? Instead, it seems more likely
           | that they just want a degree because they believe that a
           | degree will give them an advantage in the job market. Many
           | people will never use the information that they supposedly
           | learn in college, and they're aware of this when they enroll.
           | 
           | Personally, the fact that they can now get a degree with even
           | less wasted effort than before doesn't bother me one bit.
           | People who want to learn still have every opportunity to.
        
             | MengerSponge wrote:
             | This is, famously, why nobody gets a degree in fine arts.
             | (/s)
             | 
             | Your piano teacher does not give a diploma because she is
             | not offering a university education. If she worked with a
             | few other experts and they designed a coordinated
             | curriculum and shepherded students through it over the
             | course of two to four years, and documented that process to
             | the point where they could file with an accrediting agency,
             | then she could issue a degree in piano.
        
               | godelski wrote:
               | > then she could issue a degree in piano.
               | 
               | It's worth noting, plenty of universities do this. You
               | can get a degree "in piano".
        
               | aniforprez wrote:
               | Yes they did actually say that. They go into the process
               | of accreditation that would result in a person or
               | institute being able to give a degree "in piano"
        
               | godelski wrote:
               | Not every reply is written to disagree.
        
               | TheOtherHobbes wrote:
               | You can get a BMus in Piano Performance, which is a
               | standard music degree with a piano performance
               | specialisation. It's not a special thing of its own kind,
               | and it's normal for performers in music college to
               | specialise in one instrument, usually with a second as an
               | elective.
               | 
               | Being able to play moderately hard pieces from dots and
               | sight-reading are the entry level requirement. It's taken
               | for granted you can already do that.
               | 
               | The degree part means learning music history, theory, and
               | performance styles, working on performance projects, solo
               | and with other musicians.
               | 
               | The analogy with ChatGPT is that it's taking over the
               | entry-level part of the process. You can't expect to get
               | onto a music degree if you only know how to prompt
               | ChatGPT to produce a MIDI file for your entrance exam.
               | 
               | And in CS, you can't produce good code if you barely know
               | what a server is.
               | 
               | It's all very Dunning Kruger. If you use an LLM to
               | produce course work to get your piece of paper at the
               | end, _you don 't even know what prompts you should use to
               | do an unfamiliar job_, never mind having the skills to do
               | it yourself.
        
             | Suppafly wrote:
             | I don't think that's a good comparison. I went college to
             | learn and was also relieved occasionally when professors
             | canceled class and still had to force myself to study. I'm
             | sure plenty of your piano teachers students don't enjoy
             | practicing the same notes over and over but do so because
             | they want to know how to play piano.
        
             | rohansood15 wrote:
             | Students want the diploma because it has value. It has
             | value because a student can only get it by learning and
             | problem-solving.
             | 
             | If students find a way to get a diploma without doing the
             | work, it will soon be worth less than the paper on which it
             | is printed.
        
               | SV_BubbleTime wrote:
               | Soon?
               | 
               | I hire people now and where they went to school means
               | little to me. The first priority is "can they do the
               | work?" which is a niche programming. After that is
               | established, I barely take note of school.
               | 
               | I don't personally count a CS degree as an indication the
               | person is a good programmer, or thinks logically, or has
               | good work ethic.
        
               | ozim wrote:
               | Problem is you most likely don't have that big operation.
               | 
               | For company I work for we hire 1 dev per year and I
               | believe last year we did not even hire a single person.
               | 
               | So I do have time to check up the candidate do 3 rounds
               | each 1 hr so that candidates can see what company are we
               | and what person is the candidate. We also are small
               | company so we don't get that many applicants anyway.
               | 
               | I cannot imagine how it goes when someone needs to hire
               | 20 devs in one quarter. Especially for a company that is
               | any way known and they can get 1000CVs for a single
               | position. They need to filter somehow.
        
               | betterThanTexas wrote:
               | You could just as easily filter by having a github repo.
               | It doesn't even need to be active or very full. Hell,
               | that would also filter out a lot of people with college
               | degrees! Might even save you time.
               | 
               | In my experience, only very large and bureaucratic
               | institutions (governments, schools) really demand degrees
               | and certifications.
        
               | 6510 wrote:
               | HR seems a lot like real estate appraisal as~in
               | appraisers know nothing about construction.
               | 
               | One could in theory establish the value of a thing or
               | person by comparing it with similar things but if
               | everyone does that the process becomes senseless.
               | 
               | If a working car is worth 5000, the same car from the
               | same year with a defect that costs 1000 to fix should be
               | worth 4000. If the repair costs 6000 there is no car.
        
               | animal_spirits wrote:
               | Further, if a student can get a diploma without work,
               | then the diploma does not have value anymore. If diplomas
               | are no longer valuable, the signal they provide in the
               | labor market will turn into noise.
               | 
               | If employers no longer look for the diploma-signal in an
               | employee, what will be the reason an employer will hire
               | an employee?
               | 
               | I think this story will become true, and society will
               | radically shift into one where critical thinking skills
               | will actually be the only skills employers look for in
               | employees, since the grunt work can be automated.
               | 
               | What becomes the signal then? Will we shift back into
               | apprenticeship based employment? How do potential
               | laborers display their critical thinking skills apart
               | from displaying them in person?
        
               | nine_k wrote:
               | In a medieval guild, to be admitted as a master, an
               | apprentice had to create a chef d'oevre, or masterpiece,
               | so called for this reason.
               | 
               | In the computer engineering industry, you increasingly
               | have to demonstrate the same: either as a part of your
               | prior work for hire, or a side project, or a contribution
               | to something open-source.
               | 
               | A diploma is still a useful signal, but not sufficient,
               | except maybe for very junior positions straight from
               | college. These are exactly the positions most under
               | pressure by the automation.
        
               | Mbwagava wrote:
               | Apprentices were supported, tho. We just chuck kids out
               | in the cold with college debt and hope they survive with
               | little reason to think they will.
        
               | zharknado wrote:
               | And they were supported because they were useful labor.
               | Even an unskilled, brand-new apprentice could pump the
               | bellows, sweep the forge, haul wood and water, deliver
               | messages. If it frees up the master to produce more
               | valuable output, that's a win-win. Then they can grow
               | into increasingly valuable tasks as they gain awareness
               | and skill.
               | 
               | IMO one of the big problems is that we've gone too far
               | with the assumption that learners can't be valuable until
               | after they're done learning. Partly a cultural shift
               | around the role of children and partly the reality that
               | knowledge work doesn't require much unskilled labor
               | compared to physical industries.
        
               | ajmurmann wrote:
               | I think software developers might be somewhat of an
               | outlier. Industry wants good programmers but universities
               | teach computer science which really should be called
               | "computation science". Much of what we learn in
               | university will hardly ever be used while many practical
               | skills are at best learned as a side effect. Dijkstra
               | favorite said that computer science is as much about
               | computers as astronomy is about telescopes.
               | 
               | So degrees have been a weak signal for a long time.
               | Several of the best developers I've worked with had no CS
               | degree at all. As a result we have interview processes
               | that are baffling to people from other industries.
               | Imagine a surgeon having to do interview surgery, or an
               | accountant having to solve accounting puzzles. AFAIK we
               | are very unusual in this regard and I think it's because
               | degrees are such a weak indicator and the same is true
               | for certificates in our industry.
        
               | Retric wrote:
               | > while many practical skills are at best learned as a
               | side effect.
               | 
               | I strongly disagree, that's the intent not a side effect.
               | 
               | It's IMO a common misconception that early algorithm
               | classes are just designed around learning algorithms.
               | Instead basic algorithms are the simplest thing to turn
               | abstract requirements into complex code. The overwhelming
               | majority of what students learn are the actual tools of
               | programming, debugging, etc while using the training
               | wheels of a problem already broken up into bite sized
               | steps.
               | 
               | Ramping up the complexity is then more about learning
               | tradeoffs and refining those skills than writing an ever
               | more efficient sorting algorithm or whatnot.
        
               | jacobr1 wrote:
               | That is true, in the sense that the 100/200 level classes
               | are covering programming basics in addition to whatever
               | algorithmic theory is being presented. But beyond that
               | that, programs really seem to differ pretty strongly on
               | applied projects and software engineering practices
               | (basic stuff like source control) and more
               | theoretical/mathematical concepts. One type of capstone
               | style class commonly seen is compiler design. To a
               | certain extent, a good school will teach you how to
               | learn, and give you enough of a background, class
               | projects, internships, electives with applied options,
               | that you get a well rounded education and can quickly
               | ramp up in a more typical software organization after
               | graduation. But as someone who has hired many new grads
               | over the years, it always surprises me what sort of gaps
               | exist. It rarely is about programming basics, and almost
               | always about "software engineering" as a discipline.
        
               | Retric wrote:
               | That's fair.
               | 
               | My experience is graduates of schools focused on the more
               | practical aspects tend to make better Jr developers on
               | day one but then stagnate. Meanwhile graduates of the
               | more theoretical programs people pick up those same
               | practical skills on the job leaving them better prepared
               | for more demanding assignments.
               | 
               | This then feeds into the common preference for CS degrees
               | even if they may not actually be the best fit for the
               | specific role.
        
               | ajmurmann wrote:
               | Interesting. I did my undergraduate in Germany and my
               | graduate in the US, so my experience might be unusual
               | here and different from what you get in the US. My
               | undergraduate algorithms classes in Germany and my
               | advanced algorithms classes in the US involved zero
               | actual coding. It was all pseudocode as you'd find in the
               | Knuth books or in Cormen, Leiserson and Rivest.
        
               | vishnugupta wrote:
               | I was somewhat aware that in medieval period most started
               | out as an apprentice in mid teens. Essentially work
               | slaves in the house of a master. Then after a decade or
               | so of toiling and gaining the skill they would go on to
               | become individual business owners.
               | 
               | But I wasn't aware about the master peace. Thank you for
               | sharing that!
        
               | johnnyanmac wrote:
               | Well you see the obvious difference. They actually
               | trained people for the job. Even if it was under the
               | guise of child labor.
               | 
               | We simply stopped doing that. A decade of apprenticeship
               | reduced down to 3 months of shadowing during summer.
        
               | concordDance wrote:
               | Honestly, a future where diplomas are just noise and
               | employers stop caring about them and thus young people
               | stop wasting years of their lives "learning" something
               | they don't care about sounds like a huge improvement.
               | 
               | LLM cheaters might incidentally be doing society a
               | service.
        
               | Mbwagava wrote:
               | I don't think diplomas have mattered for decades, at
               | least in tech. Let's not pretend anything improved with
               | the introduction of chatbots.
               | 
               | Annyway, any advantage is entirely offset by having to
               | live in a world with LLMs. I'd prefer the tradition of
               | having to educate retarded college graduates. At least
               | they grow into retarded adults. What are we gonna do
               | about chatbots? You can't even educate them, let alone
               | pinocchio them.
        
               | dsego wrote:
               | They will only learn what's needed to "get the job done"
               | for whatever it means at that moment, and we could
               | potentially see more erosion in technical abilities and
               | work quality. You don't know what you don't know, and
               | without learning things that you don't care about, you
               | loose the chance to expand your knowledge outside of your
               | comfort zone.
        
               | DrillShopper wrote:
               | > They will only learn what's needed to "get the job
               | done" for whatever it means at that moment
               | 
               | I graduated university around the turn of the century,
               | long before the current AI boom started, and the majority
               | of my classmates were like that. Learning the bare
               | minimum to escape a class isn't new especially if you're
               | only taking that class because you _have_ to because
               | every adult in your life drilled into you that you 'll be
               | a homeless failure if you don't go to college and get a
               | degree. The LLMs make that easier, but the university, if
               | the goal wasn't just to take your tuition dollars to
               | enrich a vast administrator class instead of cover the
               | costs of employing the professors teaching you, could
               | offset that with more rigorous testing or oral exams at
               | the end of the class.
               | 
               | The real lesson I learned during my time in university is
               | that the two _real_ edges that elite universities give
               | you (as a student) are 1) social connections to the
               | children of the rich and leaders in the field that you
               | can mine for recommendations and 2) a  "wow" factor on
               | your resume. You can't really get the first at a state
               | school or community college, and you definitely can't get
               | the second at a state school or community college,
               | despite learning similar if not the same material in a
               | given field of study.
               | 
               | It hasn't been about (just) the learning for a long time.
        
               | chipsrafferty wrote:
               | This, but also learning is like the mental equivalent of
               | lifting weights.
               | 
               | It's not so much what you learn, but that you train it
               | hard.
        
               | figassis wrote:
               | I might be a good thing. Colleges have become complacent
               | and too expensive. Costs of an education have been
               | increasing while employment opportunities decreasing for
               | some degree categories. People have been sounding alarms
               | for a while and colleges have not been listening. The
               | student loan market is booming.
               | 
               | Now if students can shortcut the education process, they
               | can spend less time in it and this may force colleges to
               | reinvent themselves and actually rethink what education
               | looks like in the new era.
        
               | danieldk wrote:
               | _What becomes the signal then? Will we shift back into
               | apprenticeship based employment? How do potential
               | laborers display their critical thinking skills apart
               | from displaying them in person?_
               | 
               | This is already true to some extend. Not apprenticeship
               | taking place of college, but the last couple of places I
               | worked hiring generally happened based on: I already know
               | this person from open source projects/working with them
               | in a company/etc.
               | 
               | In certain companies, degrees were already unimportant
               | even before LLMs because they generally do not provide a
               | very good signal.
        
               | chipsrafferty wrote:
               | Why wouldn't the shift to be to raise the standards of
               | the schools?
        
               | johnnyanmac wrote:
               | It's aroind 5 years out but schools are gonna have a rude
               | awakening as the population decrease finally catches up
               | to them. The standards won't raise because many will
               | simply shut down over lack of students.
               | 
               | The Harvards will be fine, though. But I guess that will
               | raise the standards naturally.
        
               | vishnugupta wrote:
               | I was somewhat downvoted for saying something similar
               | recently here [1].
               | 
               | Four year degree is a very expensive investment in the
               | current environment. We should push younger people to
               | face the real world as soon as possible. Apprenticeship
               | is indeed a great way to achieve that IMO. As a great
               | side effect the young people won't have to start out
               | their careers saddled with huge debt.
               | 
               | [1] https://news.ycombinator.com/item?id=43768903
        
               | 7bit wrote:
               | > It has value because a student can only get it by
               | learning and problem-solving.
               | 
               | No. It has value, because companies value it. It sets the
               | starting point for your first salary and then for every
               | salary negotiation moving forward.
               | 
               | As someone who did not go to university, but has the same
               | knowledge self-taught I can tell you that this piece of
               | paper would have opened so many doors and made life so
               | much easier. It took me 15 years to get a salary, that
               | people get with the piece of paper after graduating. And
               | not because it took me 15 years to reach that level of
               | knowledge. I had that by the time the other graduated.
               | 
               | I had a friend who always cheated in school, and now he
               | works for a big car company and earned a fuck ton of
               | money.
               | 
               | Life is unfair and companies only care about the paper
               | your diploma is printed on. If students would ask me for
               | advice, I would tell them to cheat whenever possible.
        
               | Ma8ee wrote:
               | And companies value it because it signals that the holder
               | of that paper can do the work and isn't completely
               | stupid.
        
               | samplatt wrote:
               | In reality, holding a piece of paper has nothing in
               | common with relevant ability. Some graduates will exit
               | university as competent people, some won't.
               | 
               | This isn't exactly news, or even a recent phenomenon. My
               | peers who finished their CS degree circa 2004 ish were a
               | broad mix of utter idiots who shouldn't get a job in that
               | field, or damn sharp (if green) technically-minded
               | people, or somewhere in between.
               | 
               | The industry will sort them out; the ones that can, do,
               | the ones that can't, will do something else of use, or
               | find another job.
        
               | Jensson wrote:
               | There is a correlation, that is all you need for it to be
               | valuable. Remove the correlation and value isn't there
               | any more, see US masters in computer science for example
               | that one doesn't correlate with skill so it isn't valued,
               | but the bachelor is. In countries where a masters is
               | correlated with skill they are values though.
        
               | immibis wrote:
               | Originally, yes, but hiring practices are about as inbred
               | as the artistic tastes of the demoscene, so now they
               | value it because they value it.
        
               | 7bit wrote:
               | That holds the same truth as that all other person can't
               | do the work and are completely stupid. Which is zero.
        
               | Ekaros wrote:
               | I really think that they are used because it is easiest
               | and cheapest fully legal filter. When you have
               | significant number of candidates any filter that comes
               | first to mind is selected. Degree is one such one that
               | won't ever legally bite you.
        
               | slics wrote:
               | You forgot one big reward with your approach. You are not
               | 200k in debt which will take that kid with diploma to get
               | that piece of paper. You are debt free.
               | 
               | I am not arguing on the merit of having a diploma is a
               | bad thing - the colleges these days have turned their
               | backs on the people as well.
               | 
               | Average $100k to get a piece of paper (LLMs are not the
               | issue here the useless degrees that the colleges offer).
               | Invest that $100k at an average 15% return - it becomes a
               | lot of money 25 years from now.
               | 
               | Or get a piece of paper (if your major is useless) and
               | pay the banks 100k + interest.
        
               | grumbelbart2 wrote:
               | While you are fully right, that is very US-centric.
               | Tuition is practically free in large parts of Europe, for
               | example.
        
               | danieldk wrote:
               | That's a very American point of view though. In many
               | European countries people don't build up such big debts.
               | I'm from NL and the upper bound among my friends was
               | something like 50,000, but most people had much lower
               | debts between 0 and 20,000. (Yay for lower enrollment
               | fees + part of the money is given as a gift).
               | 
               | And even if you ramped up a 50k debt, it's a government
               | loan where the interest rates are low, your monthly pay
               | off is based on your salary, and if you are not able to
               | pay the debt within a certain period, it's wiped away.
        
               | Mengkudulangsat wrote:
               | > If students find a way to get a diploma without doing
               | the work, it will soon be worth less than the paper on
               | which it is printed.
               | 
               | Amen.
               | 
               | I look forward to the era where we train professionals
               | the old fashion way: apprenticeships. It sure worked for
               | blacksmiths and artisans for hundreds of years.
        
               | smcg wrote:
               | Companies don't want to retain anyone longer than 2
               | years. They would never go for this unless forced to. By
               | collective action.
        
               | renewiltord wrote:
               | It's not that they can't. It's that I can always pay more
               | by freeloading on their training.
        
               | johnnyanmac wrote:
               | Sure, then they complain that "nobody wants to work
               | abymore".
               | 
               | They can't have it both ways
        
               | melagonster wrote:
               | Teenagers and children were treated as a free servant for
               | several years, and probably cannot learn anything.
        
               | pjmlp wrote:
               | That is how many professionals are training in many
               | European countries, and they still want a diploma to go
               | with it.
               | 
               | In many countries, regardless of how learning it was
               | achieved, you still need a paper to prove that you
               | actually did it.
               | 
               | And in countries like Germany, better keep all those job
               | evaluations close at heart because they get asked for as
               | part of many job interview processes, additionally have
               | them reviewed by lawyers, as they legally can't say
               | anything negative, there is an hidden language on how to
               | express negativity which to the reader sound positive on
               | first read.
        
               | exe34 wrote:
               | He regularly turned up to work. He attempted every task
               | that he was given. His manager evaluated the results.
        
               | Akronymus wrote:
               | Techbically even those hidden phrases arent permitted by
               | law, and you have the right to get those phrases
               | removed/have it be turned into a basic evaluation (just
               | from when to when + what job)
               | 
               | The employers that do use those hidden phrases just hope
               | they arent challenged/the employee doesnt notice.
               | 
               | Thats also why most evaluations are entirely written in
               | the superlative.
        
               | pjmlp wrote:
               | Unfortunely they are common enough to keep lawyers and
               | book publishing businesses going with dictionaries
               | "evaluation => real meaning", exactly for that little
               | help to go though it and validate its correctness.
               | 
               | Many employeers profit from foreigners that aren't well
               | versed in these nuances, and have to be educated this is
               | a thing.
               | 
               | An example for others not used to German work market,
               | 
               | https://www.karriereakademie.de/arbeitszeugnis-
               | formulierunge...
               | 
               | Just go through the site with your favourite translation
               | tool.
        
               | chmod775 wrote:
               | There's software for that even. The input is a ranking of
               | the employee on a bunch axis (1-5 or something) and it
               | spits out the appropriate text. Does the reverse too.
        
               | pjmlp wrote:
               | That one is new to me, sadly doesn't surprise me.
               | 
               | When one gets to have a good works council, there are
               | plenty of stories that go around.
        
               | grumbelbart2 wrote:
               | "Missing" information is a huge red flag as well, though.
               | If an Arbeitszeugnis only lists the dates and what the
               | person worked on, and nothing about results or behavior,
               | we would never invite them for an interview.
        
               | Akronymus wrote:
               | It could be that the employee left due to being on bad
               | terms with the employer, for something at fault with the
               | employer. I personally wouldnt take a basic one as that
               | hard a strike.
        
               | eirikbakke wrote:
               | PhDs are apprenticeships. Students perform original
               | research under the supervision of a doctoral advisor, and
               | submit their work to a "guild" of external reviewers
               | (peer reviewed journals or conferences). Once the student
               | has three peer-reviewed publications, they graduate.
        
               | thugthrasher wrote:
               | "Once the student has three peer-reviewed publications,
               | they graduate."
               | 
               | That's not a standard at all. You usually can't graduate
               | without at least one peer-reviewed publication, but
               | beyond that, as far as number of publications goes, it
               | varies a lot from institution to institution. The biggest
               | standard is that you complete a dissertation and defend
               | it.
        
               | jll29 wrote:
               | An apprentice, after five years of work, can be a master,
               | just by practcising.
               | 
               | That's why the universities of Oxford and Cambridge give
               | Master's degree to everyone that gets a Bachelor's degree
               | after five years, without further examination or
               | coursework (note that these are MAs only, _not_ MRes,
               | MPhil or MBA degrees, which typically require 1-2 years
               | of studies, exams and theses).
               | 
               | Historically, the academic Master was seen as equivalent
               | to a Master in a craft (e.g. philosophy <=> carpentry).
        
               | PKop wrote:
               | And that won't be their problem, they'll be long gone
               | having achieved what they wanted when they were cheating.
               | It is a societal problem or institutional and industry
               | problem. If the market and these universities want these
               | degrees to mean anything as signaling mechanism they must
               | stop these students from cheating some way somehow...the
               | students are never going to stop themselves.
        
               | smcg wrote:
               | But it will always be worth more than not having it, so
               | companies will still require it.
        
               | johnisgood wrote:
               | > If students find a way to get a diploma without doing
               | the work, it will soon be worth less than the paper on
               | which it is printed.
               | 
               | I think this is already the case.
        
               | mordae wrote:
               | Good. It's about time.
        
               | klibertp wrote:
               | > It has value because a student can only get it by
               | learning and problem-solving.
               | 
               | No. That's how it should be, but the reality looks
               | different: it has value because it shows that someone
               | spent 3+ years doing what they were told to do, enduring
               | all the absurdities they were subjected to in the
               | meantime. Whatever means they used to cheat don't matter,
               | since they still worked on what someone told them to and
               | produced results satisfying the expectations.
               | 
               | There are, perhaps, institutions where learning and
               | problem-solving are seen as the most important while
               | "following orders" and "staying in line" are
               | deemphasized. For the students of all the others, putting
               | up with an utterly absurd environment is often one of the
               | biggest _barriers_ to learning. Yet, it 's a requirement
               | without fulfilling which you can forget about graduating.
               | Hence my conclusion: the diploma from most learning
               | institutions certifies you as a good corporate drone -
               | and that's enough of a signal in many situations, so why
               | bother trying to fix it?
        
               | alexvitkov wrote:
               | This is a very bold statement, you should consider
               | substantiating it at least a little, maybe give just one
               | example on what those absurdities collee students have to
               | endure are, that prove they're good corporate drones?
               | 
               | From what I remember it was 4 years of learning stuff I
               | signed up to learn, occasionally being quizzed on said
               | stuff, and then they gave me a paper that claims I know
               | the stuff.
        
               | klibertp wrote:
               | You might live in another country where the situation is
               | different, or maybe my experiences are outdated (20 years
               | later, they might be). What I remember is unfairness and
               | corruption, feudal-like relationships, tons of wasted
               | time on things I didn't sign up for and things I already
               | knew but couldn't say I know for fear of retaliation. I
               | was still better than people going to private
               | institutions: on top of all that, they were also extorted
               | for money at every turn. ...thinking about it, yeah, I
               | really _hope_ my experience is outdated.
        
               | betterThanTexas wrote:
               | I'm not saying a college CAN'T provide an education, but
               | it IS a little ridiculous you can't just test pass four
               | years of regurgitating textbooks. Ideally for a fraction
               | of the cost.
        
               | betterThanTexas wrote:
               | > It has value because a student can only get it by
               | learning and problem-solving.
               | 
               | No, it has value because it gatekeeps class mobility.
               | Degrees haven't signified learning or problem solving
               | longer than I've been alive. The attitude is that if you
               | pay for an education, you're entitled to a degree. The
               | education aspect is optional.
        
               | TiredOfLife wrote:
               | You can also get it by cheating and bribing.
        
             | sublinear wrote:
             | Yes, but piano lessons are not a music degree. Similarly,
             | vocational programs or apprenticeships are not a formal
             | education either.
             | 
             | I find a lot of these comments more disturbing than the
             | concerns about AI.
        
               | dmazzoni wrote:
               | But if your goal is to be a musician, a music degree is
               | basically useless. Whether you want to play in an
               | orchestra, perform in a rock band, or compose video game
               | soundtracks, nobody cares whether you have a degree or
               | not - they want to hear you perform.
        
               | dragonmost wrote:
               | Not only is that not true at all. There are many other
               | jobs you can land other than performing with a formal
               | music degree. Of course with the right experience you
               | might get away with not getting that formal education but
               | you open so many doors by going through school and
               | getting the "useless" piece of paper.
        
               | dontTREATonme wrote:
               | Case in point: Rachel "Raygun" Gunn. She had all the
               | credentials in the world but single-handedly became the
               | reason break dancing is no longer in the Olympics.
        
               | dwighttk wrote:
               | Slight overstatement... break dancing was one of the
               | locally picked sports and the next Olympics had already
               | selected different sports before she performed...
               | 
               | But she is a good example of degrees not equaling skill
        
               | thugthrasher wrote:
               | It should also be noted that she doesn't have a degree in
               | "performing," as far as I'm aware, she has a degree in
               | "studying the culture" of break dancing. So, we (or at
               | least any of us who haven't read her work) don't actually
               | know if she's good at what her degree is in. We just know
               | that she's not good at performing.
        
               | TheOtherHobbes wrote:
               | I won't say there are exactly zero self-taught
               | professionals in classical music because I don't know for
               | sure. But I will say I've never heard of one. If they
               | exist at all they're exceptionally rare.
               | 
               | The music industry is built on the back of people with
               | music degrees. They don't get the name recognition of
               | headliners. But song writers, arrangers, and session
               | musicians are all very likely to have formal training in
               | theory and maybe performance.
               | 
               | Producers and engineers less so. Those are more of a
               | track record who-you've-worked-with occupation.
        
               | johnnyanmac wrote:
               | All industries are built on the backs of truly educated
               | and passionate talent. Those people often don't reap the
               | fruit they help sow to everyone else that makes billions,
               | trillion off them.
               | 
               | Music is no different from software in thst regard.
        
               | pjmlp wrote:
               | > Similarly, vocational programs or apprenticeships are
               | not a formal education either.
               | 
               | They are in some countries, you get at the vocational
               | programs or apprenticeships alongside the highschool, and
               | in the end you might get the opportunity to apply to the
               | university or just carry on with your job.
               | 
               | That is how I did mine in the 1990's Portuguese education
               | system, and how I was already coding and understanding
               | the big boys computer world at 16y.
        
             | dmazzoni wrote:
             | Consider that there is some in-between.
             | 
             | Some college students may be genuinely interested in one
             | particular subject, but they're required to take a bunch of
             | other courses, and consider those to just be hurdles.
             | 
             | I still think they're better off at least making an effort
             | and trying to learn something, but I do think it's
             | important to note that just because a student has no
             | interest in one particular class, doesn't mean they have no
             | interest in any class.
        
               | inanutshellus wrote:
               | There is no in-between here. Consider:
               | 
               | The course I'm interested in gets kinda hard, and my
               | "just pull up an LLM" muscle is very, very strong, (and
               | besides, I'm not used to struggling! and why should I get
               | used to it in the classes i like?! I can't afford a C in
               | my major!) so ... I use LLMs on my "I'm interested in it"
               | class too and... we're back to the original argument.
        
             | ijidak wrote:
             | Absolutely. Also, the level of cheating in college, even
             | pre-AI is often overlooked in these articles.
             | 
             | For the exact reasons you state, pre-AI homework was often
             | copied and then individuals just crammed for the tests.
             | 
             | AI is not the problem for these students, it's that many
             | students are only in it for the diploma.
             | 
             | If it wasn't AI it would just be copying the assignment
             | from a classmate or previous grad.
             | 
             | And I imagine the students who really want to learn are
             | still learning because they didn't cheat then, and they
             | aren't letting AI do the thinking for them now.
        
             | Moru wrote:
             | There are jobs that turns you down if you don't have that
             | diploma. No amount of real world experience will get you
             | past that bar. If it's not there, they wont even look at
             | the rest of your application.
        
             | ascorbic wrote:
             | Most people don't go to college to learn for the sake of
             | learning - that would be a very expensive luxury. They go
             | for the opportunities that it opens up. The learning itself
             | helps with that, but so does being able to prove that
             | they've learned it. That what the diploma is meant to be
             | for.
        
               | simonask wrote:
               | That's a US-centric view. A huge number of people in the
               | world have access to high level education free of charge.
        
               | garygatory wrote:
               | Opportunity cost is cost.
        
             | tayo42 wrote:
             | > students went to college only to learn, colleges wouldn't
             | bother giving diplomas.
             | 
             | You have this option with things like mits open courseware.
             | Some colleges are OK with you just wanting to learn
        
             | johnnyanmac wrote:
             | I think several orthogonal concepts are touched in this.
             | 
             | 1. Students given bad incentives to be thrown into a system
             | with a completely different purpose than their main goal.
             | Then those jobs turning face to suddenly say "schools teach
             | you nothing" and even refuse to hire the newest generation.
             | 
             | 2. Students in general not being stimulated by primary
             | school and given direction and vision on what to do in
             | life. Simply being pushed by parents to "be successful".
             | 
             | 3. The crippling reality as of late that a job doesn't even
             | guarantee keeling a roof over your head anymore. Leading to
             | discouragement to even bother trying.
             | 
             | 4. Connected to #2, the decline of various apprenticeships,
             | internships (which are now a college recruiting pipeline),
             | and other ways to invest in employees. Even if they
             | complain about new grad output, they are still content
             | outsourcing such training instead of investing in their
             | employees for a career.
             | 
             | There's a lot of systems failing which can arguably cause
             | an entire collapse in the country. Then no one will get an
             | opportunity to properly learn.
        
             | eptcyka wrote:
             | Sure, if we can agree that there exist courses for which we
             | can agree that using an LLM to pass is a reasonable thing
             | to do, would we also not agree that the course should be
             | nuked from orbit?
        
             | importantbrian wrote:
             | I'm not sure this is entirely fair. When I was in college I
             | genuinely enjoyed learning and now that I'm out of school I
             | still spend time learning about the subjects of my major
             | and minor in my free time, but this would have described me
             | pretty well in school, "they're relieved when their
             | professors cancel class, and they need to be bullied into
             | studying outside of class." I love to learn, but something
             | about being forced to do it makes me rebel against it.
             | 
             | In some ways offering the diploma and all the requirements
             | that go with that take the joy out of the learning for me.
        
           | code_biologist wrote:
           | Using an LLM to do schoolwork is like taking a forklift to a
           | gym where you're told the goal is to be healthy and strong,
           | but they can't really stop you from using a forklift, and
           | jobs and compensation are given out according to how much you
           | lifted irrespective of forklift use.
        
             | karpierz wrote:
             | Except part of the job involves lifting things in places
             | where forklifts can't fit.
        
               | dyauspitr wrote:
               | They fit in most places or will over the next few years
               | with the next "forklift" version.
        
           | thaumasiotes wrote:
           | > The reason a teacher asks you a question is not because
           | they don't know the answer.
           | 
           | I remember illustrating a point to a class by posing a
           | question and then calling on a student I figured wasn't smart
           | enough to answer correctly so that everyone could see her
           | make the mistake.
           | 
           | The ethics of that still bother me.
        
           | sgustard wrote:
           | Why do some countries cheat in the Olympics? Because it is no
           | longer a contest of human achievement, it's just about the
           | medals as a symbol of national glory. Of course: once all
           | countries are doping, the medals will become meaningless.
           | College degrees will suffer the same fate if everyone cheats
           | to get them.
        
             | dyauspitr wrote:
             | The problem is there is no reliable way to test for LLM
             | usage unlike for doping. There's no way to police this
             | problem.
        
               | lazide wrote:
               | Sure there is - evaluate the candidates actual skill
               | level without the ability to use automated tools.
               | 
               | The current and old school way is a proctored exam.
        
               | dyauspitr wrote:
               | Testing doesn't work for everything, especially for
               | dissertations, publications, research etc. That being
               | said I'm wholeheartedly in favor of using extensive in
               | class testing when applicable.
        
               | johnnyanmac wrote:
               | It works for enough that 99% of cheaters are weeded out.
               | Perfection is the enemy of "good enough".
               | 
               | Also, always keep in mind the most underrated kind of
               | cheater: the clearly smart kid who cheats to go from an
               | A- to an A. That level of student can't be "caught" with
               | tests because by all accounts they already know and have
               | even mastered the material. The pressure at that level of
               | competitiveness simply requires zero room for doubt. Not
               | really what the article is about, but some food for
               | thought.
        
               | biker142541 wrote:
               | Diversity in evaluation methodology is a reliable way for
               | many subject. Even short, minimal handwritten exams would
               | help to assess student understanding at a few key
               | checkpoints and should should be reintroduced.
        
           | Mbwagava wrote:
           | > If all we were interested in was moving the weights around,
           | you'd be right to use a tool to help you.
           | 
           | Does the use of a quantifiable metric like a GPA not
           | exacerbate this? In a world where people take a GPA
           | seriously, you'd have to be irrational to not consider
           | cheating a viable option.
           | 
           | You could say the same about credit score and dating apps.
           | These institutions assist the most predatory and harm the
           | most vulnerable.
        
             | Mbwagava wrote:
             | Ooh ranked gaming, too. Also any kind of market activity.
        
           | beAroundHere wrote:
           | I think you're quoting the Sci Fi author - Ken Liu from his
           | article in some major news outlet.
           | 
           | I related with that analogy too, infact that whole piece is
           | worth reading. I can't seem to find it's link though!
        
             | I-M-S wrote:
             | It's because you've mixed him up with Ted Chiang - the
             | article in question is Why A.I. Isn't Going to Make Art [1]
             | 
             | [1] https://archive.is/kS8NY
        
           | Balgair wrote:
           | I think we have to hold off a bit on the whole thing here.
           | 
           | Look, we have no idea what the feedback is like that this
           | grad student gives, what the class sizes are like, what the
           | cadence is, what the grade percentages are, etc. All we know
           | is that Clayton Ramsey is a grad student at Rice in the
           | robotics department and that he wrote a hot take here.
           | 
           | For me, the most important thing is if this grader is
           | bothering to really grade at all. I think we've all had a
           | harried grad student just dash off a few red lines on the
           | week one HW about a week before the final exam. That's not a
           | 2 way street, and if the feedback isn't as in-depth as he
           | wants the work to be, well, he shouldn't be surprised. He
           | can't be expecting students to put in the time unilaterally.
           | But, we don't know any of that really.
           | 
           | Personally, I think that before the decade is out, we're not
           | going to be talking about this at all. Because the students
           | will be adept enough at using the LLMs to make it look like
           | their own writing anyways. This is a problem that experience
           | will solve for them.
           | 
           | And also, I think that the days of the massive lectures and
           | essays are pretty much cooked. That 'cheap' model of
           | education can't survive this LLM revolution. We obviously
           | have to change what the heck higher education is trying to
           | do.
           | 
           | My take is that we're going to go to smaller class sizes like
           | those at St. John's or Oxbridge. Under 10 people, you have to
           | have done the reading or look like a fool, all with a PhD in
           | the subject as a guide/teacher. Large classes weren't cutting
           | it for decades (ask any Frat about their test banks), and now
           | the veil is just ripped off.
        
             | thugthrasher wrote:
             | We will never reduce all class sizes to under 10 people.
             | Large R1 schools are not going to reduce their number of
             | students by a factor of 10 or increase their hiring by a
             | factor of 10.
        
           | mewpmewp2 wrote:
           | But going to school to prepare for life is like going to gym
           | to lift weights to prepare for a marathon.
        
           | dep_b wrote:
           | If I could have a healthy and good looking physique by never
           | going to the gym I would never go to the gym.
        
             | 59nadir wrote:
             | Right, but people using LLMs aren't actually getting the
             | mental equivalent of a healthy and good looking physique if
             | they let LLMs do stuff for them.
        
             | johnnyanmac wrote:
             | Well, you could. Most people prefer their pre-processed
             | food over never going to the gym though.
        
           | agumonkey wrote:
           | I use chatgpt in a socratic way from time to time because I
           | don't want answers I want the joy of thinking and learning. I
           | heard there were efforts to make educational LLMs (whatever
           | that means). Maybe it will help multiply teachers leverage so
           | that more kids get inspired without having the teacher spend
           | 1-on-1 time with them.. I don't know.
        
           | dogcomplex wrote:
           | If you took a forklift to the gym, you'd come out of the
           | experience not only _very good at "lifting weights"_, but
           | having learned a whole lot more about the nature and physics
           | of weightlifting from a very different angle.
           | 
           | Sure, you should lift them yourself too. But using an AI
           | teaches you a shit-ton more about any field than your own
           | tired brain was going to uncover. It's a very different but
           | powerful educational experience.
        
             | johnnyanmac wrote:
             | > But using an AI teaches you a shit-ton more about any
             | field than your own tired brain was going to uncover.
             | 
             | If you never learn to research, sure. Otherwise, you should
             | be worried about accuracy, up to date information,
             | opinionated takes, and outright lies/misinformation. The
             | tool you use doesn't change these factors.
        
           | mFixman wrote:
           | The tragedy is not that some students are going to college to
           | get a diploma while learning as little as possible. It is
           | that the boards of many private universities see their
           | students' cash as more important than their education, and
           | force the professors to pass everybody who went to higher
           | education to buy a diploma.
           | 
           | This has a negative feedback loop where universities have to
           | lower standards to bring dumber and lazier students to
           | compete with other diploma mills.
        
           | indymike wrote:
           | > Using an LLM to do schoolwork is like taking a forklift to
           | the gym.
           | 
           | I'm sure the time has come for college students to master
           | using LLMs. It's just as important as grammar or basic math
           | now. The software I build (and the entire tech industry)
           | automates huge swaths of business processes with AI. Students
           | need to be able to understand, work with, and manage swarms
           | of AI agents doing work.
           | 
           | To stick to the analogy:
           | 
           | I need skilled forklift drivers, not big buff workers like I
           | used to.
        
             | doctorwho42 wrote:
             | But the thing you are missing is that one needs a solid
             | foundation of knowledge of the actual work to be able to
             | manage it well.
             | 
             | Someone with years of coding experience is going to be able
             | to laser guide an AI agent to the answer/result than
             | someone who has muddled their way through comp sci 101
             | using an AI chatbot.
        
               | indymike wrote:
               | No one is saying they don't need a solid foundation of
               | knowledge. The knowledge needed is different. What we're
               | seeing now is lot like teaching people to care for a
               | horse even though the automobile is now the dominant form
               | of transportation
        
             | johnnyanmac wrote:
             | If you need forkloft drivers, don't recruit at the gym and
             | be mad no one is forklift certified there.
             | 
             | This isn't even an opinion on LLMs, it's recruiting 101.
             | You're free to convince the gym to train forklift drivers,
             | but don't be surprised when you're laughed out the room.
        
           | Kapura wrote:
           | forklift gym gang gang
        
           | thesz wrote:
           | > like taking a forklift to the gym.
           | 
           | First, you will have excellent forklift skills in the end. A
           | real profession!
           | 
           | Second, girls dig forklift operators or so I was told.
        
           | normyguy wrote:
           | Dangers of Intelligence and Other Scientific Essays by Asimov
           | predicted all this hullabaloo quite a while ago. So, yeah,
           | seems like evidence to support your position. Welcome to the
           | party. :)
        
           | vendiddy wrote:
           | That's a good one.
           | 
           | One analogy I use a lot: if I have a professor sitting next
           | to me, what is the best way to learn a topic?
           | 
           | Struggle through it on my own and I won't be leveraging the
           | professors knowledge.
           | 
           | Ask the professor to do everything for me and I won't be
           | learning anything at all.
           | 
           | Now if the professor is an AI, the same trade-offs hold.
           | 
           | For example, I will back and forth conversations with AI to
           | explain subjects to me. I ask questions, push back, ask for
           | examples, and so on.
           | 
           | If I do ask the AI to answer something for me, I then ask it
           | to break down the answer for me so I can make sure I
           | understand it deeply.
           | 
           | And of course, none of this matters if I don't want to learn
           | something :)
        
             | johnnyanmac wrote:
             | The fatal flaw here is that an AI is more like asking a
             | politician. Except maybe it won't gaslight you. It often
             | has no idea what it's talking about, and pushing back may
             | even have it change it's tune.
             | 
             | >And of course, none of this matters if I don't want to
             | learn something :)
             | 
             | Society makes people do a lot of things they don't want. I
             | wonder if we're going to hit a breaking point this
             | generation.
        
           | switchbak wrote:
           | It's an e-bike for the mind!
        
           | chias wrote:
           | I love this analogy because it's also not a waste of time to
           | learn how to use a forklift!
           | 
           | But the gym isn't the best place to engage in forklift
           | training. And you engage in forklift training at the gym,
           | expect to learn how to use a forklift to lift gym weights.
           | Don't expect to also get the benefits that the gym is
           | designed to impart.
        
         | righthand wrote:
         | Yeah I've been explaining something similar to people. Go ahead
         | and spend your time using the Llm but if you think no one
         | notices you're wrong. Your colleagues/teammates notice and when
         | it comes time to test your real mettle you will end up last in
         | line because no one has confidence that you can do anything but
         | fake your results. This will hurt you when you want a promotion
         | or raise or recognition of some sort of your efforts.
        
         | gwervc wrote:
         | I avree with starting from the third paragraph. However I
         | disagree about what you said on academics. The few I
         | interrogated on the topic already adapted their practice,
         | notably changing the kind of homework they give, and changing
         | exam format.
         | 
         | My students however don't understand that the importance is on
         | the process, not the result. My colleagues do.
        
         | mistercheph wrote:
         | In real life, many education professionals are co-conspirators
         | with students to produce work artifacts in lieu of actual work,
         | ChatGPT has done wonders for both parties to help accelerate
         | production of piles and piles of paper that have the appearance
         | of schoolwork, paper piles > learning is the nash equilibrium
         | of the incentives in our present education scheme in the United
         | States.
         | 
         | But don't worry, worst case scenario, all of the kids growing
         | up in this environment that are actually learning will build
         | structures to exploit the prompters, I suspect the present
         | situation where prompters can accidentally find themselves in
         | real jobs is transient and building better filters will become
         | survival imperative for businesses and institutions.
        
         | chairmansteve wrote:
         | There were 40,000 people in Kenya writing papers for American
         | students before LLMs came along.
         | 
         | I myself went to college to get the meal ticket, not to learn.
         | But since the system was entirely exam based, I was forced to
         | learn.
        
         | la64710 wrote:
         | Actually in real world AIs are doing great and continuosly
         | accelerating and augmenting human efforts to solve open ended
         | problems. Academic institutions should help students embrace AI
         | tools and not just penalize them for using it.
        
         | dheera wrote:
         | I think this is going to be a problem as long as the metrics by
         | which we evaluate students are intolerant of human errors and
         | prioritize right answers over thinking skills.
         | 
         | The current situation is that people need to pass exams, get
         | certain GPA's, etc. to have opportunities unlocked to them.
         | Education today is largely about collecting these "stamps" that
         | open doors and not about actual learning.
        
         | crossroadsguy wrote:
         | A non-STEM friend got to study/research at really great places
         | across India, Germany, UK, USA, and China for her UG, MA,
         | MPhil, PhD, and postdoc (including lots of field/on ground
         | work). She said that she noted one common theme among her
         | seniors (guides, mentors, colleagues, professors etc) -> that
         | some bad, shit, low quality, whatever published paper is
         | >>>>>>>>>>> high quality work/research but not published or
         | slow to publish (and often for good reason). And she added
         | these were not run of the mill profs who needed those to
         | survive professionally or academically but the likes whose
         | names/reputation often matter more than their departments by
         | many times and don't need survival at all anymore.
        
         | ookblah wrote:
         | knowledge gap and consolidation just gets wider, like before.
         | the internet rotted peoples brains but also brought that
         | knowledge to people who would have never had the opportunity to
         | learn.
         | 
         | those who use the tools to accelerate their learning will do so
         | and others who use it just to get by will see their skills
         | atrophy and become irrelevant.
        
         | dyauspitr wrote:
         | You can't reason through this problem. If there's homework due,
         | teenagers are _going_ to use LLMs. The ones that don't are
         | going to work very hard just to end up with at par work with
         | everyone else. The only solution is returning to a paradigm of
         | heavy in class testing.
        
         | Aerroon wrote:
         | I think these complaints will fall onto deaf ears for at least
         | two reasons:
         | 
         | 1. Students are a captive audience. They don't want to be
         | there. It's the law that makes them be there. Even once you're
         | beyond mandatory education this holds true: they were just
         | carried into further education by momentum. They didn't realize
         | they had a real choice or what alternatives were available.
         | 
         | 2. A lot of the skills you build in classes aren't useful to
         | you. I spent a lot of time in my English (second) language
         | classes, but it was my use of the internet that really taught
         | me the language. The later years of English classes was just
         | busywork.
         | 
         | In my native language classes I had to write a fair number of
         | essays. The only time this was useful was the final exam of
         | that class. I haven't written a "real" essay since. Even if I
         | did, it would probably be in English and use a different style
         | - something taught to me by forum posts.
        
           | simonask wrote:
           | But this is exactly the problematic viewpoint. You thought
           | that the point of letting you write essays in your native
           | language was to enable you to write essays. It isn't, it
           | never was.
        
             | Aerroon wrote:
             | But what was the point then?
             | 
             | During the final exam, a national exam (all the students
             | did it at the same time in the country) you were given
             | blank pieces of paper, a pen, 10 different topics to choose
             | from, and 6 hours.
             | 
             | You pick a topic, write a draft, then write the essay. ~700
             | words.
             | 
             | Bonus points if you use relevant literature or science
             | quotes in it. Quotes you had to memorize, without knowing
             | the topics.
             | 
             | None of the topics resonated with you? Tough luck, buddy.
             | 
             | Don't have any 'novel' ideas? Figure something out!
             | 
             | Cited something the reader didn't know about? Should've
             | known better!
             | 
             | Quoted someone the person grading doesn't know? Better hope
             | they're in a good mood!
             | 
             | There's a reason they got rid of this style of exam a few
             | years later. Doesn't change that this one thing dominated
             | my native language and literature classes.
             | 
             | My biggest takeaway from it is how much I hate my native
             | language class and literature class, but that might've
             | happened even without the essay.
        
         | lukan wrote:
         | "Anyone who actually struggles to solve problems and learn
         | themselves is going to have massive advantages in the long
         | term."
         | 
         | Looking forward towards is, but I fear that might be wishful
         | thinking in part.
         | 
         | Also pre LLMs I have seen too many deep thinkers fail and
         | pretenders succed. I don't see how LLMs can change that. Unless
         | we all collectivly grow tired if pretenders and fakers amd
         | value deep understanding. I just see not many indication of
         | that.
        
           | AppleBananaPie wrote:
           | I agree wholeheartedly with your last point. Pretenders are
           | so easily seen by word choice and phrasing alone and yet
           | these valueless additions are accepted and not immediately
           | called out because it's not polite to call out. For example:
           | when minimizing or distancing themselves from their failure
           | or associating themselves with someone else's success.
           | 
           | There should be zero tolerance for these types of behaviors
           | in my opinion. I see zero evidence of these behavior even
           | being identified by most, let alone any thought on calling
           | them out or stopping them.
           | 
           | You've helped me realize that folks using llms in replace of
           | learning to write themselves are almost certainly giving up
           | all thought of nuance on a topic and are, without realizing
           | it, letting the llm either ignore or add nuance based on its
           | training data and random chance.
           | 
           | Hopefully the pendulum will swing the other way and there's a
           | public epiphany but given the loss of nuance over the decades
           | I'm not betting on it
        
         | perrygeo wrote:
         | It's especially damning since cognitive research is not at all
         | ambiguous on the topic. Learning is the result of deliberate
         | practice, intentionally placing yourself in situations where
         | you need to solve problems. The output is irrelevant, building
         | mental capacity is the game. The struggle to learn isn't just
         | some unfortunate obstacle to be optimized away by technology.
         | It _is_ the cognitive mechanism by which we build knowledge.
        
         | indymike wrote:
         | > Students who know least of all and don't understand the
         | purpose of writing or problem solving or the limitations of
         | LLMs are currently wasting years of their lives letting LLMs
         | pull them along as they cheat themselves out of an education
         | 
         | My high-school age daughter told me how her small private
         | school solved this problem:
         | 
         | They brought back oral exams.
         | 
         | There aren't a lot of other good options. Written take-home
         | work and online tests have always been fertile ground for
         | cheating. Another benefit of oral exams: you learn to
         | communicate under stress.
        
         | ajmurmann wrote:
         | This is somewhat reflected in how we value university degrees.
         | You get very little additional salary from having finished all
         | but the last semester of a degree. The big boost all comes from
         | the last semester where you get the degree. You'd expect that
         | the vast majority of the actual knowledge is already there at
         | that point and late dropouts would be seen by employers as some
         | great bargain. It shows that the signaling of the degree
         | trump's the actual knowledge. Good discussion with Bryan Caplan
         | on this: https://www.econtalk.org/bryan-caplan-on-college-
         | signaling-a...
         | 
         | So, unfortunately the student's behavior is somewhat rational
         | given the incentive structure they operate in.
        
         | insane_dreamer wrote:
         | > let their brains atrophy only to get a piece of paper
         | 
         | this isn't the root of the problem
         | 
         | the root of the problem is that higher education has become,
         | for the most part, an exercise in getting a piece of paper, so
         | that you can check a box on a form or pass first level
         | screening for a job
        
         | normyguy wrote:
         | Dangers of Intelligence and Other Scientific Essays by Asimov
         | predicted all this hullabaloo quite a while ago. So, yeah,
         | seems like evidence to support your position. Welcome to the
         | party. :)
        
         | qoez wrote:
         | To play devils advocate: There's so many times in school where
         | I remember having to do BS tasks which could have been better
         | spent working on side projects instead. If the students are
         | smart that's how they'll leverage these tools. The vast
         | majority won't but some will.
        
         | justlikereddit wrote:
         | If the purpose is thinking, why is the exercise so often about
         | just producing an artifact out of text?
         | 
         | And so often also on wildly tangential subjects that are purely
         | academical artifacts.
         | 
         | Cheating with LLMs is the inevitable conclusion of being a
         | subject to a dragged out must-have education system that mostly
         | just cheats the students of their time and money. That's the
         | friendly way to put it.
         | 
         | I jumped through all the fucking hoops and now I'm paid
         | handsomely, at every corner of the road leading here you see
         | some pompous academic wankers with more medals than a
         | photoshopped North Korean general.
        
       | theturtletalks wrote:
       | AI has changed how we learn by making the process of improving
       | work much easier. Normally, learning involves writing a draft,
       | finding mistakes, and fixing them over time. This helps build
       | critical thinking. AI, trained on tons of refined data, can
       | create polished work right away. While this seems helpful, it can
       | skip the important step of learning through trial and error.
       | 
       | The question is: Should we limit AI to keep the old way of
       | learning, or use AI to make the process better? Instead of fixing
       | small errors like grammar, students can focus on bigger ideas
       | like making arguments clearer or connecting with readers. We need
       | to teach students to use AI for deeper thinking by asking better
       | questions.
       | 
       | We need to teach students that asking the right questions is key.
       | By teaching students to question well, we can help them use AI to
       | improve their work in smarter ways. The goal isn't to go back to
       | old methods for iterating but change how we iterate altogether.
        
         | palata wrote:
         | I would argue that if you are losing a consequent amount of
         | your time fixing grammar, then it sounds like you need to spend
         | that time to improve your grammar skills.
         | 
         | > We need to teach students to use AI for deeper thinking by
         | asking better questions.
         | 
         | Same thing here: the whole point of learning critical thinking
         | is that you don't need to ask someone/something else. Teaching
         | you how to ask the LLM to do it for you is not the same as
         | teaching you how to actually do it.
         | 
         | In my opinion, we need to make students realise that their goal
         | is to learn how to do _it_ themselves (whatever _it_ is). If
         | they need an LLM to do _it_ , then they are not learning. And
         | if they are not learning, there is no point in going to school,
         | they can go work in a field.
        
           | theturtletalks wrote:
           | You're getting to the crux of the argument, knowing when to
           | use AI. Doing or learning "It" in 2025 means using AI whether
           | to understand it better or use it to get better grades.
           | 
           | My take is teach them to get better at asking questions and
           | then teach them when to use their own understanding to change
           | their answer for the better. How many times has an AI's
           | answer been 5/10 and with a few fixes it's a 9/10. That comes
           | with time. Getting them asking questions and learning the
           | "when" later is better at least to me.
        
             | palata wrote:
             | > Doing or learning "It" in 2025 means using AI whether to
             | understand it better or use it to get better grades.
             | 
             | Depends, I think. If we are talking about writing an essay
             | (and I believe we are), then the LLM is somewhere between
             | useless and counter-productive.
             | 
             | Of course, if the LLM is used to understand an RFC (I would
             | debate how useful it is for that, but that's another
             | discussion), then it's different. The goal was to
             | understand the RFC, it doesn't really matter how you did
             | it. But the goal of writing an essay is not to end up with
             | a written essay at all. Nobody cares about it, you can burn
             | it right after it's graded.
        
       | GuB-42 wrote:
       | Just paste the full text and ask a LLM to summarize it for you.
       | 
       | It feels like we are getting to this weird situation where we
       | just use LLMs as proxies, and the long, boring text is just for
       | LLMs to talk to each other.
       | 
       | For example:
       | 
       | Person A to LLM A: Give me my money.
       | 
       | LLM A to LLM B: Long formal letter.
       | 
       | LLM B to Person B : Give me my money.
       | 
       | Hopefully, nothing is lost in translation.
        
       | tabbott wrote:
       | I have a very similar experience. Some students who want to get
       | involved in contributing to open source will try to contribute to
       | Zulip by taking whatever they wanted to say and asking ChatGPT to
       | write it better for them, and posting the result.
       | 
       | Even when no errors are introduced in the process, the outcome is
       | always bad: 3 full paragraphs of text with bullets and everything
       | where the actual information is just the original 1-2 sentences
       | that the model was prompted with.
       | 
       | I never am happy reading one of those; it's just a waste of time.
       | A lot of the folks doing it are not native English speakers. But
       | for their use case, older tools like Grammarly that help improve
       | the English writing are effective without the problematic
       | decompression downsides of this class of LLM use.
       | 
       | Regardless of how much LLMs can be an impactful tool for someone
       | who knows how to use one well, definitely one of the impacts of
       | LLMs on society today is that a lot of people think that they can
       | improve their work by having an LLM edit it, and are very wrong.
       | 
       | (Sometimes, just telling the LLM to be concise can improve the
       | output considerably. But clearly many people using LLMs think the
       | overly verbose style it produces is good.)
        
       | perching_aix wrote:
       | > I should hope that the purpose of a class writing exercise is
       | not to create an artifact of text but force the student to think
       | 
       | Back in HS literature class, I had to produce countless essays on
       | a number of authors and their works. It never once occurred to me
       | that it was anything BUT an exercise in producing a reasonably
       | well written piece of text, recounting rote-memorized talking
       | points.
       | 
       | Through-and-through, it was an exercise in memorization. You had
       | to recall the fanciful phrases, the countless asinine
       | professional interpretations, brief bios of the people involved,
       | a bit of the historical and cultural context, and even insert a
       | few verses and quotes here and there. You had to make the word
       | count, and structure your writing properly. There was never any
       | platform for sharing our own thoughts per se, which was sometimes
       | acknowledged explicitly, and this was most likely because the
       | writing was on the wall: nobody cared about these authors or
       | their works, much less enjoyed or took interest in anything about
       | them.
       | 
       | I cannot recount a single thought I memorized for these
       | assignments back then. Passed these with flying colors most
       | usually, but even for me, this was just pure and utter misery.
       | Even in hindsight, the sheer notion that this was supposed to
       | make me think about the subject matter at hand borders on
       | laughable. It took astronomical efforts to even retain all the
       | information required - where would I have found the power in me
       | to go above and beyond, and meaningfully evaluate what was being
       | "taught" to me in addition to all this? How would it have
       | mattered (in specifically the context of the class)? Me actually
       | understanding these topics and pondering about them deeply is
       | completely inobservable through essay writing, which was the sole
       | method of grading. If anything, it made me biased _against_ doing
       | so, as it takes a potentially infinite extra time and effort. And
       | since there was approximately no way for our teacher to make me
       | interested in literature either, he had no chance at achieving
       | such lofty goals with me, if he ever actually aimed for them.
       | 
       | On the other side of the desk, he also had literal checklists.
       | Pretty sure that you do too. Is that any environment for an
       | honest exchange of thoughts? Really?
       | 
       | If you want to read people's original thoughts, maybe you should
       | begin with not trying to coerce them into producing some for you
       | on demand. But that runs contrary to the overarching goal here,
       | so really, maybe it's the type of assignment that needs changing.
       | Or the framework around it. But then academia is set in its ways,
       | so really, there's likely nothing you can specifically do. You
       | don't deserve to have to sift through copious amounts of LLM
       | generated submissions; but the task of essay writing does, and
       | you're now the one forced to carry this novel burden.
       | 
       | LLMs caught incumbent pedagogical practices with their pants
       | down, and it's horrifying to see people still being in denial of
       | it, desperately trying to reason and bargain their ways out of
       | it, spurred on by the institutionally ingrained mutual-hostage
       | scenario that is academia. *
       | 
       | * Naturally, I have absolutely zero formal relation to the field
       | of pedagogy (just like the everyday practice of it in academia to
       | my knowledge). This of course doesn't stop me from having an
       | unreasonably self-confident idea on how to achieve what you think
       | essay writing is supposed to achieve though, so if you want a
       | terrible idea or two, do let me know.
        
       | psygn89 wrote:
       | As someone who doesn't have to grade student assignments, I'd
       | rather read the bullet points. I've always liked using bullet
       | points even in grade school, and also used words like dwelve, so
       | I'd definitely fail the AI sniff test if I ever went back to
       | school.
        
       | zombiwoof wrote:
       | My 10 year old who's an amazing at drawing sad AI is bad it won't
       | allow creativity or imagination, it will just be copy paste
       | artists
        
       | quest88 wrote:
       | Hah, I've been including the prompts of my patches in pull
       | requests. Glad others like that.
        
       | casey2 wrote:
       | Teachers say they would rather read the prompt but the truth is
       | plain that they wouldn't
       | 
       | It's the old joke of the teacher who wants students to tried
       | their best and that failure doesn't matter. But when the student
       | follows the process to the best of their ability and fails they
       | are punished while the student who mostly follows the process and
       | then fudges their answer to the correct one is rewarded.
        
       | alganet wrote:
       | The suggestion that an artificial intelligence follows a specific
       | kind of writing style is a trap.
       | 
       | Relying on that to automatically detect their use makes no sense.
       | 
       | From a teaching perspective, if there is any expectation that
       | artificial intelligence is going to stick, we need better
       | teachers. Ones that can come up with exercises that an artificial
       | intelligence can't solve, but are easy for humans.
       | 
       | But I don't expect that to happen. I expect instead text to
       | become more irrelevant. It already has lost a lot of its
       | relevancy.
       | 
       | Can handwriting save us? Partially. It won't prevent anyone from
       | copying artificial intelligence output, but it will make anyone
       | that does so think about what is being written. Maybe think "do I
       | need to be so verborragic?".
        
       | cadamsdotcom wrote:
       | LLMs and AI use create new dichotomies we don't have language
       | for.
       | 
       | Exploring a concept-space with LLM as tutor is a brilliant way to
       | educate yourself. Whereas pasting the output verbatim, passing it
       | as one's own work, is tragic: skipping the only part that
       | matters.
       | 
       | Vibe coding is fun right up to the point it isn't. (Better models
       | get you further.) But there's still no substitute for guiding an
       | LLM as it codes for you, incrementally working and layering code,
       | committing to version control along the way, then putting the
       | result through both AI and human peer code reviews.
       | 
       | Yet these all qualify as "using AI".
       | 
       | We cannot get new language for discussing emerging distinctions
       | soon enough. Without them we only have platitudes like "AI is a
       | powerful tool with both appropriate and inappropriate uses and
       | determining which is which depends on context".
        
       | halfadot wrote:
       | > Don't let a computer write for you! I say this not for reasons
       | of intellectual honesty, or for the spirit of fairness. I say
       | this because I believe that your original thoughts are far more
       | interesting, meaningful, and valuable than whatever a large
       | language model can transform them into.
       | 
       | Having spent about two decades reading other humans' "original
       | thoughts", I have nothing else to say here other than: doubt.
        
       | myth2018 wrote:
       | > Anecdotally, this phenomenon seems more common among English-
       | as-a-second-language speakers
       | 
       | That part caught my attention. As an English-as-a-second-language
       | speaker myself, I find it so difficult to develop any form of
       | "taste" in English the same way I have in my mother tongue. A
       | badly written sentence in my mother tongue feels painful in a
       | sort of physical way, while bad English usually sound OK to me,
       | especially when asserted in the confident tone LLMs are trained
       | in. I wish I could find a way to develop such sense for the
       | foreign languages I currently use.
        
         | nairadithya wrote:
         | Reading good literature helps you develop that sense fairly
         | quickly.
        
           | jama211 wrote:
           | This is a pretty unhelpful response to be honest
        
           | myth2018 wrote:
           | Good that you brought that up: that works pretty well to me
           | in my mother tongue. I still learn and absorb beautiful and
           | useful patterns reading good authors. But that doesn't seem
           | to work in other languages as well. I somehow don't manage to
           | appropriate the new patterns, or maybe I do, but very slowly.
           | 
           | Interestingly, when it comes to spoken English, I can learn
           | by imitation way faster.
        
       | QuadmasterXLII wrote:
       | Crucially: if you just send me the prompt, and for some reason I
       | would rather have read the model output, I can just paste the
       | prompt into the model. However, theres no way to go the other way
        
         | jama211 wrote:
         | Then just make the assignment "write me a prompt for..." rather
         | than "regurgitate info for..."
        
       | Terr_ wrote:
       | > I'd rather read the prompt
       | 
       | Yeah, to recycle a comment [0] from a few months back:
       | 
       | > Yeah, one of their most "effective" uses is to _counterfeit_
       | signals that we have relied on--wisely or not--to estimate deeper
       | practical truths. Stuff like  "did this person invest some time
       | into this" or "does this person have knowledge of a field" or
       | "can they even think straight." [...]we might have to cope by
       | saying stuff like: "Fuck it, personal essays and cover letters
       | are meaningless now, just put down the raw bullet-points."
       | 
       | In other words, when the presentation means nothing, why bother?
       | 
       | [0] https://news.ycombinator.com/item?id=41675602
        
         | jama211 wrote:
         | Not to mention that if the teacher would rather read the
         | prompt... then ask for the prompt then? This genuinely reads to
         | me like "I asked for an apple and got an apple instead of an
         | orange, hurr durr I'm so annoyed".
         | 
         | Asking students for regurgitated info and then being annoyed
         | because they supplied generic regurgitated info is somewhat
         | telling an attitude no?
        
           | Terr_ wrote:
           | > Asking students for regurgitated info
           | 
           | You're confusing the artifact with the purpose. Teachers
           | across the nation are _not_ trying to accumulate the largest
           | corpus of distinct human-written reviews of _The Great
           | Gatby_.
           | 
           | The goal is to elicit some kind of mental practice, and the
           | classic request is for something that helps prove it
           | occurred. The issue is that such proofs are now being
           | counterfeited with unprecedented scale and ease.
           | 
           | When those indicators become debased and meaningless, we need
           | to look for other ways of motivating and validating.
        
       | kouru225 wrote:
       | Ever since AI came out I've been talking about the prompt to
       | output ratio. We naturally assume that the prompt will be smaller
       | than the output just because of the particulars of the systems we
       | use, but as you get more and more particular of what you want,
       | the prompt grows while the output stays the same size. This is
       | logical. If instead of writing an essay, I just describe what I
       | want the essay to say, the description is necessarily gonna be a
       | larger amount of text than the essay itself. It's more text to
       | describe what's said, than to just say it. The fact that we
       | expect to do less effort and get back more effort indicates
       | exactly what we're getting here: a bunch of filler.
       | 
       | In that way, the prompt is more interesting, and I can't tell you
       | how many times I've gone to go write a prompt because I dunno how
       | to write what I wanna say, and then suddenly writing the prompt
       | makes that shit clear to me.
       | 
       | In general, I'd say that AI is way more useful to compress
       | complex ideas into simple ones than to expand simplistic ideas in
       | to complex ones.
        
         | roxolotl wrote:
         | This is why it's unlikely these systems will effectively
         | replace software development. By the time you've specified the
         | novel system you want to build well enough in English such that
         | you get exactly the system you want you might as well have
         | written the code.
        
           | kouru225 wrote:
           | Yep. To put it another way: In a scenario where you want to
           | say something, you can't outsource what you want to say to
           | anyone. It doesn't matter whether or not you want to say it
           | in code or if you want to say it in English.
        
           | jama211 wrote:
           | Well... you're forgetting the part where you can cut out the
           | middleman. Currently a leader has to ask an engineer to build
           | a system, and has to communicate effectively with the
           | engineer until all of the novel details have been ironed out
           | in the specification, and _y_ the engineer builds it.
           | 
           | In a world where the LLM can do the building, the engineer is
           | no longer required.
        
             | empthought wrote:
             | You just turned your leader into an engineer, is all.
        
             | gherkinnn wrote:
             | More often than not, the building is the easy part once the
             | specifics are ironed out.
             | 
             | In my experience, an _ideas leader_ (you know the type)
             | will fail at telling a machine exactly what to do and get
             | bored with the inevitable edge cases, computers saying no,
             | and non-ideas drudgery. This is where I believe every no-
             | code and low-code and WYSIWYG platform and now LLMs fall
             | apart.
             | 
             | A major aspect of programming is translating the messy
             | meatspace to something an extremely fast moron (a computer
             | and I wish I coined this term) understands. And as much of
             | a step change LLMs for writing code are, I have yet to see
             | them take this step.
        
             | immibis wrote:
             | They've tried this before and they made COBOL. Turns out
             | you still need programmers to write COBOL because it's
             | still programming even if the program looks Englishy.
        
           | chipsrafferty wrote:
           | This is simply not true.
           | 
           | I can describe a novel physics model for a video game. I can
           | do a refresher on concepts like friction, air resistance,
           | gravity, etc. that I don't remember well from school. Then I
           | can describe the constraints and generate code to satisfy it.
           | 
           | If I were to go and learn the physics really in depth and
           | then code it myself, it would take 10x longer.
        
             | mjburgess wrote:
             | The comparison is to use a physics library. Only in the LLM
             | case are you trying to write the physics engine yourself.
             | And if its not the kind of physics that's in a library,
             | yes, you will need to learn it to ship a game.
        
         | xandrius wrote:
         | I don't think prompt / output ratio, is the speed to get the
         | output that matters.
         | 
         | If I spend 1 hour and write 500 words of prompt to then attach
         | X additional rows of data (e.g. Rows from a table) and the LLM
         | returns X rows of perfect answers. It shouldn't matter that the
         | output ratio is worse than if I had typed those characters
         | myself.
         | 
         | The important thing is whether within that 1 hour (+ few
         | minutes of LLM processing) I managed to get the job done
         | quicker or not.
         | 
         | It's similar to programming, using LLMs is not necessarily to
         | write better code than I personally could but to write good
         | enough code much faster than I ever would.
        
         | bost-ty wrote:
         | > In that way, the prompt is more interesting, and I can't tell
         | you how many times I've gone to go write a prompt because I
         | dunno how to write what I wanna say, and then suddenly writing
         | the prompt makes that shit clear to me.
         | 
         | Bingo. It can be a rubber duck that echoes your mistakes back.
         | Unfortunately, as other commenters have pointed out, the prompt
         | may not be as interesting/iterative as we might suppose:
         | "Here's the assignment, what's the answer".
        
       | jama211 wrote:
       | This is a lot of words of complaining instead of just changing
       | the assignment specification to ask students to provide a prompt
       | that they'd use, instead of asking them to regurgitate
       | information. You get what you ask for mate, I don't understand
       | what's so hard about this.
       | 
       | If your assignment can be easily performed by an LLM, it's a bad
       | assignment. Teachers are just now finding out the hard way that
       | these assignments always sucked and were always about
       | regurgitating information pointlessly and weren't helpful tools
       | for learning lol. I did heaps of these assignments before the
       | existence of LLMs, and I can assure you that the busywork was
       | mostly a waste of time back then too.
       | 
       | People using LLMs is just proof they don't respect your
       | assignment - and you know what, if one person doesn't respect
       | your assignment, they're probably wrong. But if 90% of people
       | don't respect your assignment? Maybe you should consider whether
       | the assignment is the problem. It's not rocket science.
        
         | arh68 wrote:
         | Yeah. I wrote _so many_ hamburger essays that 1) were terrible
         | & 2) got As, I wouldn't blame a student for generating that
         | crap. I have written approximately 0 hamburger essays post-high
         | school. They don't want _good_ , they want their made-up rules
         | to be followed
         | 
         | > _you 're not always going to have a calculator in your
         | pocket_ was the old fib, now it's s/calculator/llama/
         | 
         | So much of education when I was growing up was pointless box-
         | checking, I'm a little satisfied that, finally, LLMs might
         | swing the pendulum back towards valuable work. If any
         | assignment an LLM could handle is limited to 10%, and 90% of
         | the final grade is determined by oral exams, that seems
         | positive.
         | 
         | Is "2x4" equal to 4 + 4, or 2 + 2 + 2 + 2 ? There's only one
         | correct answer! " _You ... pick up that can_ " wow such
         | learning
         | 
         | If LLMs love to produce 3-bullet-point-bold-font copypasta,
         | it's probably because it's the exact varietal of crap that
         | garnered so many upvotes on Quora. Why would I be asked to
         | write a 500-word essay when 50 words would suffice? Maybe let's
         | move beyond regurgitation & rote drudgery
        
       | blintz wrote:
       | Call it the iron law of LLMs:
       | 
       | "No worthy use of an LLM involves other human beings reading its
       | output."
       | 
       | If you use a model to generate code, let it be code nobody has to
       | read: one-off scripts, demos, etc. If you want an LLM to prove a
       | theorem, have it generate some Coq and then verify the proof
       | mechanically. If you ask a model to write you a poem, enjoy the
       | poem, and then graciously erase it.
        
       | nitwit005 wrote:
       | None of the people writing these sorts of posts seem willing to
       | acknowledge how prevalent not doing your own work was before AI
       | wad around.
       | 
       | The hardest hit industry by AI has been essay writing services.
       | 
       | If anything, it seems they're noticing because the AI is doing a
       | worse job.
        
       | tkgally wrote:
       | I teach a university class in which I ask the students to submit
       | writing each week, and I have also seen obviously LLM-produced
       | writing. Yes, it's boring and doesn't show the students'
       | thinking, and the students are not getting any wiser by doing
       | assignments that way. Just last week, I told my students that,
       | while they can use LLMs any way they like for the class, their
       | writing will be more interesting if they write it themselves and
       | use LLMs only sparingly, such as for fixing grammatical mistakes
       | (most of the students are not native speakers of English). It
       | helps, I think, that in this class the students' writing is
       | shared among the students, and during class I often refer to
       | interesting comments from student writing. The students
       | themselves, I hope, will come to understand the value of reading
       | human-written writing.
       | 
       | That said, I myself am increasingly reading long texts written by
       | LLMs and learning from them. I have been comparing the output of
       | the Deep Research products from various companies, often
       | prompting for topics that I want to understand more deeply for
       | projects I am working on. I have found those reports very helpful
       | for deepening my knowledge and understanding and for enabling me
       | to make better decisions about how to move forward with my
       | projects.
       | 
       | I tested Gemini and ChatGPT on "utilizing Euler angles for
       | rotation representation," the example topic used by the author in
       | the linked article. I first ran the following metaprompt through
       | Claude:                 Please prepare a prompt that I can give
       | to a reasoning LLM that has web search and "deep research"
       | capability. The prompt should be to ask for a report of the type
       | mentioned by the sample "student paper" given at the beginning of
       | the following blog post: https://claytonwramsey.com/blog/prompt/
       | Your prompt should ask for a tightly written and incisive report
       | with complete and accurate references. When preparing the prompt,
       | also refer to the following discussion about the above blog post
       | on Hacker News: https://news.ycombinator.com/item?id=43888803
       | 
       | I put the the full prompt written by Claude at the end of the
       | Gemini report, which has some LaTex display issues that I
       | couldn't get it to fix:
       | 
       | https://docs.google.com/document/d/1sqpeLY4TWD8L4jDSloeH45AI...
       | 
       | Here is the ChatGPT report:
       | 
       | https://chatgpt.com/share/681816ff-2048-8011-8e0f-d8cbad2520...
       | 
       | I know nothing about this topic, so I cannot evaluate the
       | accuracy or appropriateness of the above reports. But when I have
       | had these two Deep Research models produce similar reports on
       | topics I understand better, they have indeed deepened my
       | understanding and, I hope, made me a bit wiser.
       | 
       | The challenge for higher education is trying to decide when to
       | stick to the traditional methods of teaching--in this case,
       | having the students learn through the process of writing on their
       | own--and when to use these powerful new AI tools to promote
       | learning in other ways.
        
       | j2d3 wrote:
       | All this was an excuse to use the word brobdingnagian.
        
       | markusde wrote:
       | Preach about the bullet points. I was grading some assignments a
       | while ago and by some mysterious coincidence like a third of the
       | answers were written in this strange bullet point format listing
       | the the same 3 ideas.
       | 
       | The punchline? Bullet point 3 was wrong (it was a PL assignment
       | and I'm 99% sure the AI was picking up on the word macro and
       | regurgitating facts abut LISP). 0 points all around, better luck
       | next time.
        
       | Zebfross wrote:
       | I am personally proud of my use of AI because for anything non-
       | trivial it is generally a conversation where each recommendation
       | needs to be altered by an imaginative suggestion. So ultimately
       | it's the entire conversation that needs to be considered, not
       | just the "final" prompt.
        
       | polpenn wrote:
       | Here's something I sometimes do to avoid boring content when
       | using LLMs: I type out what it gives me and tweak it as I go
       | instead of copy/pasting directly.
       | 
       | It helps me spot the bits that feel flat or don't add much, so I
       | can cut or rework them--while still getting the benefit of the
       | LLM's idea generation.
        
         | bagacrap wrote:
         | I think you're missing the point. You should be providing the
         | ideas in any piece of text you write. The boring prose style is
         | not the major objection being expressed here.
        
       | zahlman wrote:
       | > [Not a student's real answer, but my handmade synthesis of the
       | style and content of many answers]
       | 
       | > You only have to read one or two of these answers to know
       | exactly what's up: the students just copy-pasted the output from
       | a large language model, most likely ChatGPT. They are invariably
       | 
       | This is validating. Your imitation completely fooled me (I
       | thought it really was ChatGPT and expected to be told as much in
       | an entirely unsurprising "reveal") and the subsequent description
       | of the style is very much in agreement with how I'd characterize
       | it.
       | 
       | In previous discussions here, people have tried to convince me
       | that I can't actually notice these obvious signs, or that I'm not
       | justified in detecting LLM output this way. Well, it may be the
       | case that all these quirks derive from the definitely-human
       | training data in some way, but that really doesn't make them
       | Turing-test-passing. I can remember a few times that other people
       | showed me LLM prose they thought was very impressive and I was...
       | very much not impressed.
       | 
       | > When someone comments under a Reddit post with a computer-
       | generated summary of the original text, I honestly believe that
       | everyone in the world would be better off had they not done so.
       | Either the article is so vapid that a summary provides all of its
       | value, in which case, it does not merit the engagement of a
       | comment, or it demands a real reading by a real human for
       | comprehension, in which case the summary is pointless. In
       | essence, writing such a comment wastes everyone's time.
       | 
       | I think you've overlooked some meta-level value here. By
       | supplying such a comment, one _signals_ that the article is vapid
       | to other readers who might otherwise have to waste time reading a
       | considerable part of the article to come to that conclusion. But
       | while it isn 't as direct as saying "this article is utterly
       | vapid", it's more socially acceptable, and also more _credible_
       | than a bald assertion.
        
       | EigenLord wrote:
       | I think the answer to the professor's dismay is quite simple.
       | Many people are in university to survive a brutal social
       | darwinist economic system, not to learn and cultivate their
       | minds. Only a very small handful of them were ever there to study
       | Euler angles earnestly. The rest view it as a hoop they have to
       | jump through to hopefully get a job that might as well be
       | automated away by AI anyway. Also viewed from a conditional
       | reinforcement perspective, all the professor has to do is start
       | docking grade points from students who are obviously cheating.
       | Theory predicts they will either stop doing it, or get so good at
       | it that it becomes undetectable-possibly an in-demand skill for
       | the future.
        
         | Balgair wrote:
         | Nit pick: He's not a professor, just a grad student at the same
         | place he got his undergrad, and he's mostly gone to university
         | during covid. At least per his page here:
         | https://claytonwramsey.com/about/
         | 
         | Its not like professors get real training either, but the guy
         | doesn't seem to have gotten any real pedagogy.
         | 
         | I guess that I'm driving at that this guy is awfully young and
         | the essay was a hot take. We should judge it accordingly.
        
         | doctorpangloss wrote:
         | Whose system though?
         | 
         | I agree, it's weird for parents to say, "Jump through these
         | hoops, and for every dollar you earn grinding sesame for some
         | company, we'll give you an additional two."
         | 
         | Working and educating yourself is decent and dignified, no? Is
         | this a bad deal?
        
           | tenacious_tuna wrote:
           | > Working and educating yourself is decent and dignified, no?
           | 
           | I think that depends radically on the nature of the work. I
           | hold a BS in Computer Science but am at an organization that
           | requires me to use LLMs as part of my performance evaluation;
           | I could protest, but it puts my immigration status at risk
           | (my employer has sponsored me into my current country). I
           | view the things asked of me (using LLMs) as degrading, but
           | I'm unable to effectively protest that despite being well-
           | regarded as an engineer (by peers and past employers) and
           | credentialed (BS in CS).
           | 
           | Put differently, most people do A Job because they need to
           | put food on the table. One of my partners used to work in the
           | veterinary field, which took an immense physical toll on
           | them. They're much happier being (f)unemployed currently,
           | being able to work in the garden and make good food and
           | produce art, but our finances are suffering for it; they're
           | hunting for jobs, but most of the current openings are pretty
           | bad in terms of work/life balance and future opportunity.
           | 
           | Working is not inherently necessary; in our current economic
           | system it's exploitatively-required in order to live any sort
           | of decent and dignified life, and there's loads of stories
           | about people who work but aren't treated with dignity (thru
           | healthcare or housing or food strife).
        
       | ArthurStacks wrote:
       | These people are about to become extinct.
        
       | neilwilson wrote:
       | "I would have written a shorter letter but I didn't have the
       | time"
       | 
       | Pithy and succinct takes time.
        
       | ijidak wrote:
       | The level of cheating in college, pre-AI, is often overlooked in
       | these articles.
       | 
       | Pre-AI, homework was often copied and then individuals just
       | crammed for the tests.
       | 
       | AI is not the problem for these students, it's that many students
       | are only in it for the diploma.
       | 
       | If it wasn't AI it would just be copying the assignment from a
       | classmate or previous grad.
       | 
       | And I imagine the students who really want to learn are still
       | learning because they didn't cheat then, and they aren't letting
       | AI do the thinking for them now.
        
         | dsego wrote:
         | Because everyone needs to finish university for jobs that
         | 50-100 years ago were done by people with basic literacy and 4
         | years of primary school. And even some advanced jobs are
         | basically trades, so trade schools to churn out paper pushers
         | and coders, and so on, but leave the universities for
         | scientists and academics.
        
       | sussmannbaka wrote:
       | People defending this are wrong in an additional, more pathetic
       | way: Even if you insist on "cheating" and using an LLM to
       | communicate, you are using it _badly_. You manage to be obviously
       | incompetent at using the tool you are evangelizing.
        
       | pmarreck wrote:
       | > I'm not much of a generative-model user myself
       | 
       | Perhaps that's good, perhaps that's bad, but it certainly doesn't
       | really allow him to see much of the appeal... _yet_
        
       | xkcd1963 wrote:
       | As long as there are trick-questions, LLMs have legitmimacy for
       | being used
        
       | ruuda wrote:
       | By now I consider LLM text a double insult. It says "I couldn't
       | be bothered to spend time writing this myself," yet it makes _me_
       | waste time reading through the generated fluff! I agree with the
       | article, I'd rather read the prompt.
       | 
       | https://ruudvanasseldonk.com/2025/llm-interactions
        
       | junto wrote:
       | Back in the 90's I remember similar sorts of kickback from
       | traditional media about the internet and from academia about
       | students not using the library on campuses anymore.
       | 
       | Libraries are still in every campus, often with internet access.
       | 
       | Traditional media have transitioned to become online content
       | media farms. The NYT Crossword puzzle is now online. Millions of
       | people do Wordle every day online.
       | 
       | This is just kickback. Every paradigm shift needs kickback in
       | order to let the dust settle and for society to readjust and find
       | equilibrium again.
        
       | lqr wrote:
       | For math and writing, we still have in-class exams as an LLM-free
       | evaluation tool.
       | 
       | I wish there was some way to do the same for programming. Imagine
       | a classroom full of machines with no internet connection, just a
       | compiler and some offline HTML/PDF documentation of languages and
       | libraries.
        
         | landgenoot wrote:
         | This is perfectly possible.
         | 
         | +-12 years ago I took a course on concepts of programming
         | languages. The exam consisted out of programming exercises in a
         | classroom without internet access.
         | 
         | Grading was based on the number of (hidden) unit tests that
         | succeeded.
         | 
         | https://eelcovisser.org/blog/teaching/2014/02/05/programming...
        
       | rocqua wrote:
       | Is the author forgetting a baby in the bathwater he is throwing
       | out? Especially on coding. He points out that vibe coding is bad,
       | and then concluding that any program written through the use of
       | an AI is bad.
       | 
       | For example if you already have a theory of your code, and you
       | want to make some stuff that is verbose but trivial. It is just
       | more efficient to explain the theory to an LLM and extract the
       | code. I do like the idea of storing the underlying prompt in a
       | comment.
       | 
       | Same for writing. If you truly copy paste output, it's obviously
       | bad. But if you workshop a paragraph 5 or 6 times that can really
       | get you unstuck.
       | 
       | Even the euler angles example. That output would be a good
       | starting point for an investigation.
        
         | eric-burel wrote:
         | A lot of criticism of LLMs is certainly legit and relevant, but
         | are targeting very naive uses of the tools. Post-processing the
         | output with an improvement prompt isn't even mentioned here.
         | I'd rather read a criticism of agents, systems that produce SEO
         | optimized articles etc. The debates would be more interesting.
        
       | 6510 wrote:
       | Teachers lose much if not all of their time teaching while people
       | applying what they've learned spend all of their time applying
       | and advancing the practical side of it. The later don't even know
       | how to use LLM's.
        
       | r0b05 wrote:
       | Ironically, the biggest benefit I get from using LLM's is
       | precisely to help me learn.
        
       | psychoslave wrote:
       | >I believe that the main reason a human should write is to
       | communicate original thoughts
       | 
       | More than communicate, I would say to induce thoughts.
       | 
       | I write poetry here and there (on paper, just for me). I like how
       | exploration through lexical and syntactic spaces can be
       | intertwined with semantics and pragnatic matters. More
       | importantly, I appreciate how careful thoughts are playing with
       | attention and other uncharted thoughts. The invisible side
       | effects on mental structures happening in the creation of
       | expression can largely outweight the importance of what is left
       | as an artefact publicly visible.
       | 
       | For a far more trivial example, we can think about how notes in
       | the margin of a book can radically change the way we engage with
       | the reading. Even a careful spare word highlight can be a world
       | of difference in how we engage with the topic. It's the very
       | opposite of "reading" a few pages before realizing that not a
       | single thought percolated into consciousness as it was wandering
       | on something else.
        
       | zjp wrote:
       | I occasionally pair write with LLMs, but I give them my piece and
       | then say, "I don't want your edits, just your feedback" and ask
       | them some simple questions about the content and different angles
       | on it. When the LLM says what I want it to say, I consider the
       | piece good enough. That is to say, if a machine understands what
       | you're saying and a human doesn't, that human's criticism might
       | be below engaging with.
        
         | suddenlybananas wrote:
         | >That is to say, if a machine understands what you're saying
         | and a human doesn't, that human's criticism might be below
         | engaging with.
         | 
         | No wonder OpenAI accidentally made LLMs even more sycophantic
         | if this is what people want from them.
        
       | internet_points wrote:
       | > I should hope that the purpose of a class writing exercise is
       | not to create an artifact of text but force the student to think;
       | a language model produces the former, not the latter.
       | 
       | This so much. A writing exercise sharpens your mind, it forces
       | you to think clearly through problems, gives you practice in both
       | letting your thoughts flow onto paper, and in post-editing those
       | thoughts into a coherent structure that communicates better. You
       | can throw it away afterwards, you'll still be a better writer and
       | thinker than before the exercise.
        
       | Gud wrote:
       | Although I agree with the OP that copy pasting verbatim from the
       | LLM is a meaningless exercise, I just like to say that LLMs can
       | be a fantastic study tool. I am using ChatGPT to help me with
       | learning German, and it has had a profound impact on my learning.
        
       | A_Stefan wrote:
       | The output is so convenient that these students seem like they
       | don't even change bits of it to make it their own.
       | 
       | Since there is no "interdiction" to use any LLM, perhaps it
       | should be mandatory to include the prompt as well when used.
       | Feels like that could be the seed that sparks the curiosity..
        
       | baalimago wrote:
       | The problem isn't LLM, it's how universities are designed. With
       | short terms and high pressure, students develop 'knowledge
       | bulimia' (in lack of a better term). They have to study highly
       | complex fields in short amounts of time, then move on to often
       | unrelated fields quickly thereafter with no emphasize on
       | persistent learning: the knowledge learned in previous exam can
       | be mostly discarded. They may need to 're-learn' it for another
       | exam, but that's fine, they are very good at learning new things
       | which later on can get discarded.
       | 
       | Using LLMs to achieve this is just another step in the evolution
       | of a broken education system. The fix? IMO, make the exams for
       | the courses delayed by one semester. So during the exam study-
       | period, the students have to 'catch up' on the lectures they had
       | a few months ago.
        
       | skerit wrote:
       | > You only have to read one or two of these answers to know
       | exactly what's up: the students just copy-pasted the output from
       | a large language model.
       | 
       | I don't understand this either. I use it a lot, but I never just
       | use what an LLM says verbatim. It's so incredibly obvious it's
       | not written by a human. Most of the time I write an initial
       | draft, ask Claude to check it and improve it, and then I might
       | touch up a few sentences here and there.
       | 
       | > Vibe coding; that is, writing programs almost exclusively by
       | language-model generation; produces an artifact with no theory
       | behind it. The result is simple: with no theory, the produced
       | code is practically useless.
       | 
       | Maybe I still don't know what vibe coding is, but for the few
       | times when I _can_ use an LLM to write code for me, I write a
       | pretty elaborate instruction on what I want, how it should be
       | written, ... Most of the time I use it for writing things I know
       | it can do and seem tedious to me.
        
       | colbyn wrote:
       | > I should hope that the purpose of a class writing exercise is
       | not to create an artifact of text but force the student to think;
       | a language model produces the former, not the latter.
       | 
       | Personally, I've been enjoying using ChatGPT to explore different
       | themes of writing. It's fun. In my case the goal is specifically
       | to produce artifacts of text that's different from what I'd
       | normally produce.
        
       | jjani wrote:
       | > I'll now cover the opposite case: my peers who see generative
       | models as superior to their own output. I see this most often in
       | professional communication, typically to produce fluff or fix the
       | tone of their original prompts. Every single time, the model
       | obscures the original meaning and adds layers of superfluous
       | nonsense to even the simplest of ideas.
       | 
       | I'm going to call out what I see as the elephant in the room.
       | 
       | This is brand new technology and 99% of people are still pretty
       | clueless at properly using it. This is completely normal and
       | expected. It's like the early days of the personal computer. Or
       | Geocities and <blink> tags and under construction images.
       | 
       | Even in those days, incredible things were already possible by
       | those who knew how to achieve them. The end result didn't _have_
       | to be blinking text and auto-playing music. But for 99% it was.
       | 
       | Similarly, with current LLMs, it's already more than possible to
       | use them in effective ways, without obscuring meaning or adding
       | superfluous nonsense. In ways whose results have none of the
       | author's criticisms apply. People just don't know how to do it
       | yet. Many never will, just like many never learnt how to actually
       | use a PC past Word and Excel. But many others will learn.
        
       | time4tea wrote:
       | Love that final thought.
       | 
       | (AI slop). If it's not worth writing, it's not worth reading.
       | 
       | Perfect.
        
       | harha_ wrote:
       | I'm so tired of generative AI. I can't take anyone who uses them
       | seriously anymore.
        
       | cranium wrote:
       | I've found really saddening to see students submit written-by-
       | ChatGPT arguments to the department council when their university
       | spot was on the line (for failing grades). This was their
       | ultimate chance to prove their worth and they left it to ChatGPT.
       | 
       | At first, I thought they didn't care. However, it was so
       | pervasive that it couldn't be the only explanation. I was forced
       | to conclude they trusted ChatGPT more than themselves to argue
       | their case... (Some students did not care, obviously.)
        
       | hi_hi wrote:
       | So it seems like the future is people to write in a command
       | prompt style for llms to better parse and repeat back our
       | information. God I hope that isn't the future of the internet.
       | 
       | How about an emoji like library designed exclusively for LLMs, so
       | we can quickly condense context and mood without having to write
       | a bunch of paragraphs, or the next iteration of "txt" speech for
       | LLMs. What does the next step of users optimising for LLMs look
       | like?
       | 
       | I miss the 80's/90's :-(
        
       | shaimagz wrote:
       | if you've ever written a good prompt, you've probably thought:
       | "someone else could benefit from this."
       | 
       | we agree. mixus makes that easy -- across teams, classes, and
       | communities.
        
       | SebFender wrote:
       | Maybe ridiculous from my part - but I think if they at least had
       | to go hand written with these it could transfer a bit more
       | knowledge back to the brain...
       | 
       | Simply blaming models is an easy way out and creates little value
       | - Maybe changing the medium and exercise to which it transfers
       | could be a thing?
       | 
       | It's time to get creative.
        
       | lgiordano_notte wrote:
       | If you outsource that to a model, you often end up with words but
       | shallow or no understanding. Writing forces you to clarify your
       | ideas. LLMs substitute genuine thinking with surface-level prose,
       | which might sound alright but often lacks depth behind it.
        
       | CivBase wrote:
       | > A typical belief among students is that classes are a series of
       | hurdles to be overcome; at the end of this obstacle course, they
       | shall receive a degree as testament to their completion of these
       | assignments.
       | 
       | IMO the core problem is that in many cases this typical belief
       | holds true.
       | 
       | I went to university to get a degree for a particular field of
       | jobs. I'd generously estimate that about half of my classes
       | actually applied to that field or jobs. The other half were
       | required to make me a more "well rounded student" or something
       | like that. But of course they were just fluff to maximize my
       | tuition fees.
       | 
       | There was no university that offered a more affordable program
       | without the fluff. After all, the fluff is a core part of the
       | business model. But there isn't much economic opportunity without
       | a diploma so students optimize around the fluff.
        
       | mightyham wrote:
       | While I agree with the thrust of the article being that students
       | are cheating themselves by relying on LLMs, it's important to
       | reflect on ways in which educators have encouraged this behavior.
       | Anyone who has been to college in the age of the internet knows
       | that many professors, particularly in the humanities, lazily pad
       | out their class work with short menial writing assignments, often
       | in the form of a "discussion board", that are rarely even graded
       | on content. For students already swamped with work, or having to
       | complete these assignments for general ed courses unrelated to
       | their major/actual interests, it is totally understandable why
       | they would outsource this work to a machine. This is a totally
       | fixable issue: in-person discussions and longer writing
       | assignments with well structured progress reports/check-ins and
       | rounds of peer review are a couple ways that I can think of off
       | the top of my head. Professors need to be held accountable for
       | creating course loads that are actually intellectually
       | interesting and are at least somewhat challenging to use LLMs to
       | complete. When professors are constantly handing out an excess of
       | low-effort assignments, using shortcuts becomes a learned
       | behavior of students.
        
       | Arch-TK wrote:
       | I will often write a bunch of stuff and then use an LLM to pre-
       | process it a little bit and suggest some improvements. I will
       | then work through the differences and consider them individually
       | and either accept them, or use them to write my own improvements.
       | This is kind of like having an okay editor working for you. No
       | substitute for a real editor, but it means that a: what I
       | intended to say is preserved, b: there's no additional waffle
       | (the prompt includes instructions not to expand on any topic, but
       | only ever to summarise where possible), c: everything still goes
       | by me in the end, and if it doesn't feel like something I would
       | actually write then it doesn't get used.
       | 
       | I believe that it has improved my writing productivity somewhat,
       | especially when I'm tired and not completely on the ball.
       | Although I don't usually reach for this most of the time (e.g.
       | not for this comment).
        
       | jonniebullie wrote:
       | Am a student, the main message I have taken from this article, I
       | should love to write and be comfortable with my thoughts no
       | matter the situation. Thanks for this amazing writing.
        
       | me3meme wrote:
       | if people are going to read 630 comments about this post, I think
       | they are not willing to read the prompt they prefer to expand
       | endlessly like a LLM.
        
       | samyar wrote:
       | I agree on this. I thought LLMs are great for coding but they
       | suck. They produce more work with debugging.
       | 
       | I think I is good in two way, one is which you use if as a small
       | helper (basic questions, auto completion...)
       | 
       | Two for getting started on something that you have no idea on (
       | not to teach you but just give you an idea of what it's and
       | resources to learn more)
        
       | Pxtl wrote:
       | I'm not hardcore anti-AIgen, but it feels like most of the usage
       | of text-AIgen is for creating pointless filler.
        
       | bobdosherman wrote:
       | Writing sharpens your thoughts. Working math problems sharpens
       | your ability to do math. In the context of the education system
       | though, where grades are a signal of future ability, there's a
       | strong incentive to engage in rent-seeking by either searching
       | for a solutions manual or "refining" an LLM's output. The little
       | I've done when I've taught math-based econ is to make it clear
       | that in-class tests have very high weight on your final grade,
       | and out-of-class problem sets have very low weight. I can only
       | mouth words as to why it's vital for students to struggle
       | independently on the problem sets as a tool for learning.
        
       | unraveller wrote:
       | You mean to tell me even anti-AI people are glazing my unseen
       | prompts now! The solve for slop is easy for teachers and
       | communicators alike: stop asking sorry questions and you stop
       | getting sorry responses. Or stay the easy course, you will cede
       | the game to discreet cheaters just to make honest people jump
       | through antiquated hoops.
        
       | wseqyrku wrote:
       | I think prompt should be treated just like source code, as in the
       | actual "craft" that you're paid to produce. Source code, if
       | computer generated, feels more like artifacts (as in binaries).
       | 
       | If you use AI all that is important is your ability to specify
       | the problem, of course, as it always has been, you can just
       | reiterate faster.
        
       | spatchcock wrote:
       | I'm learning C programming at the moment, originally I was doing
       | it to understand security vulnerabilities more deeply, but I've
       | found that I really enjoy the mental exercise of it (and the
       | benefits of that exercise in my career, life etc.) Hopefully the
       | ideas in this article will get to a lot of people eventually,
       | otherwise I feel that people are going to dig themselves in a
       | hole with using LLMs and not thinking for themselves.
        
       | sizzzzlerz wrote:
       | This is equivalent to students using AI to complete computer
       | programming assignments. They misconstrue the purpose of an
       | assignment as just one of generating output instead something to
       | teach the principles and techniques they'll require later if they
       | want a job in the profession. While they may believe they're
       | fooling the teacher, all they're really doing is fooling, and
       | cheating, themselves.
       | 
       | Whether it be writing or computer programming, or exercising, for
       | that matter, if you aren't willing to put in the work to achieve
       | your goals, why bother?
        
       | Krisando wrote:
       | > I have never seen any form of create generative model output
       | (be that image, text, audio, or video) which I would rather see
       | than the original prompt.
       | 
       | I've used LLM before to document command-line tools and APIs I've
       | made; they aren't the final product since I also tweaked the
       | writing and fixed misunderstandings from the LLM. I don't think
       | the author would appreciate the original prompts, where I
       | essentially just dump a lot of code and give instructions in
       | bullet point form on what to output.
       | 
       | These generated documentation are immensely useful, and I use
       | them all the time for myself. I prefer the documentation to
       | reading the code because finding what I need at a glance is not
       | trivial nor is remembering all the conditions, prerequisites,
       | etc.
       | 
       | That being said, the article seems to focus on a use case where
       | LLM is ill-suited. It's not suited for writing papers to pretend
       | you wrote a paper.
       | 
       | > I say this because I believe that your original thoughts are
       | far more interesting
       | 
       | Looking at the example posted, I'm not convinced that most
       | people's original thoughts on gimbal lock will be more
       | interesting than a succinct summary by an LLM.
        
       | xixixao wrote:
       | I have copilot turned off for markdown files. Cursor has this
       | built in now. I'd never want AI to help write docs (except for
       | narrow cases, repetitive references).
        
       | pasquinelli wrote:
       | > Why do we write, anyway?
       | 
       | > I believe that the main reason a human should write is to
       | communicate original thoughts.
       | 
       | in fairness to the students, how does the above apply to school
       | work?
       | 
       | why does a student write, anyway? to pass an assignment, which
       | has nothing to do with communicating original thoughts-- and
       | whose fault is that, really?
       | 
       | education is a lot of paperwork to get certified in the hopes
       | you'll get a job. it's as bereft of intelectual life as the civil
       | service examinations in imperial china. original thought doesn't
       | enter the frame.
        
       | austin-cheney wrote:
       | > Don't let a computer write for you!
       | 
       | To play devil's advocate original code alienates you from many
       | programming jobs. This was true before LLMs, and remains true
       | now. Many developers abhor original code. They need frameworks or
       | packages from Maven, NPM, pip, or whatever. They need to be told
       | exactly what to do in the code, but copy/paste is better, and a
       | package that already does it for you is better still. In these
       | jobs, yes, absolutely let a computer write it for you (or at
       | least anybody that is an untrusted outside stranger). Writing the
       | code yourself will often alienate you from your peers and violate
       | some internal process.
        
         | 49531 wrote:
         | I don't think using dependencies or frameworks is any different
         | than using a word processor for writing. They're tools that get
         | you to the real work of writing original code.
        
           | austin-cheney wrote:
           | Frameworks and language code packages are not code editors or
           | IDEs.
        
       | qwertox wrote:
       | I write my emails to people like the HoA myself, but always feed
       | it into an LLM to make sure the point comes across. There are
       | always so many corrections suggested, that I'd end up writing a
       | precise mail, but one which I'd never had written that way. It's
       | just not me in that mail. So I have the task to find a middle
       | ground of what I need to remove from mine in order for it to be
       | as easily understandable as the one the LLM suggests.
       | 
       | Am I alone with this?
        
       | zhyder wrote:
       | Strongly agree with the author that the original prompt is much
       | more substantive, but I think they're mistaken that "skin in the
       | game" is a small motivating factor for human written text. It's
       | the entire motivation: we all want to look like we've done more
       | (get better grades at school, or get better compensation at work)
       | while minimizing effort. We're not incentivized to produce just
       | the substance, coz effort scales O(substance).
        
         | thomasfedb wrote:
         | I would argue against "entire". As an academic I (and I believe
         | many of my colleagues also) take much pride in what we write -
         | both the content and the prose itself.
        
       | b0a04gl wrote:
       | >I say this because I believe that your original thoughts are far
       | more interesting, meaningful, and valuable than whatever a large
       | language model can transform them into
       | 
       | Can't agree more, but let's take a step back and understand why
       | even in first place somebody uses LLM to generate content? imo
       | everyone feel it's more of grunt work which doesn't deserve their
       | piece of mind to focus, they downscale it as low hanging fruit
       | and let them be automated for them. it's very thin line between
       | getting automated everything mundane vs losing actually
       | creativity.
       | 
       | so it's author's stack ranking on whether writing this content in
       | original thoughts have more value ( research report ) or LLM
       | brings more value ( eg: very basic but heavy content like
       | admission LoRs, essays ).
       | 
       | i feel it's more subjective to the situation being handled at the
       | moment.
        
       | jjaksic wrote:
       | I think AI can be an amazing tool that can help us learn even
       | better when used correctly and when not used as a substitute for
       | learning and understanding.
       | 
       | It can be used as a personal tutor. How awesome is it to have a
       | tutor always available to answer almost any question from any
       | angle to really help you understand? Yes, AI won't get everything
       | right 100%, but for students who are still learning basics, it's
       | fair to assume that having an AI tutor can yield far better
       | results than having no tutor at all.
       | 
       | It can also be used as a tool for doing mundane work, so you can
       | focus more on the interesting and creative work. Kind of like a
       | calculator or a spreadsheet. Would math majors become better
       | mathematicians if they had to do all calculations by hand?
       | 
       | I think instead of banning AI, education needs to reform.
       | Teaching staff should focus less time on giving lectures and
       | grading papers (those things can be recorded and automated) and
       | more time on ORAL EXAMS where they really probe student's
       | knowledge and there's no possibility of cheating.
       | 
       | Students can and should use AI to help them prepare. E.g. don't
       | ask AI to write an essay for you, write it yourself and ask it to
       | critique it. Don't ask it to give you answers for a test, ask it
       | to ask you questions on the topic and find gaps in your
       | knowledge. Etc.
        
         | obscurette wrote:
         | People thought that social media in our pockets can be amazing
         | tool to help to connect the humanity if used correctly. And
         | here we are.
         | 
         | And about oral exams ... I agree that these are amazing. In
         | seventies and eighties when I was in school, most of exams were
         | oral. But our society is really afraid of these, because oral
         | exams are always subjective.
        
       | neogodless wrote:
       | > Lately I've seen more people in their cars thwarting stoplight
       | boredom--that is, unable to sit unmediated for even the few
       | moments that it takes a red light to turn green, they reach for
       | their smartphones.
       | 
       | I wish it was only at stoplights. But then just a few days ago, I
       | witnessed a totally unnecessary accident. Left-lane got green,
       | and someone in the straight lane noticed the movement but didn't
       | look up and drove right into the car in front of them...
        
       | llsf wrote:
       | The most brain intensive activity I ever did at school, happened
       | in the very last two years (so, ~20 years at school lead to it),
       | when I rubbed my brain to Lambda Prolog.
       | 
       | I almost had headaches after intense thinking of problems and
       | ways to solve them in lambda prolog. That was the most
       | interesting and satisfying to physically feel the effect of high
       | focus combined with applying what was a new logic.
       | 
       | Computer science at the university, taught me how to learn and
       | explore new ideas. I might sound like my grandpa who told me when
       | I was 8yo that using calculator would lead to people not able to
       | count... and here I am saying that LLM might lead to people who
       | do not know how to write.
       | 
       | Actually, I am a bit concern that we might produce more text in
       | the short term because it is becoming cheap to write tons of
       | documentation with LLMs. But those feel like death by Terms and
       | Conditions, i.e. text that no one reads. So not only we would
       | lose our ability to write, but we can seriously affect our
       | ability to read. Sure LLM can summarize as well, but then we lose
       | the nuances.
       | 
       | Nature is lazy, but should we be lazy and delegate our ability to
       | think (read/write), to a software ? Think about it :)
        
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