• TheObviousSolution@lemm.ee
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    21 days ago

    Had a presentation where they told us they were going to show us how AI can automate project creation. In the demo, after several attempts at using different prompts, failing and trying to fix it manually, they gave up.

    I don’t think it’s entirely useless as it is, it’s just that people have created a hammer they know gives something useful and have stuck it with iterative improvements that have a lot compensation beneath the engine. It’s artificial because it is being developed to artificially fulfill prompts, which they do succeed at. When people do develop true intelligence-on-demand, you’ll know because you will lose your job, not simply have another tool at your disposal. Although the prompts and flow of conversations people pay to submit to the training is really helping advance the research into their replacements.

    • brygphilomena@lemmy.dbzer0.com
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      21 days ago

      My opinion is it can be good when used narrowly.

      Write a concise function that takes these inputs, does this, and outputs a dict with this information.

      But so often it wants to be overly verbose. And it’s not so smart as to understand much of the project for any meaningful length of time. So it will redo something that already exists. It will want to touch something that is used in multiple places without caring or knowing how it’s used.

      But it still takes someone to know how the puzzle pieces go together. To architect it and lay it out. To really know what the inputs and outputs need to be. If someone gives it free reign to do whatever, it’ll just make slop.

      • frezik@midwest.social
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        21 days ago

        There’s something similar going on with air traffic control. 90% of their job could be automated (and it has been technically feasible to do so for quite some time), but we do want humans to be able to step in when things suddenly get complicated. However, if they’re not constantly practicing those skills, then they won’t be any good when an emergency happens and the automation gets shut off.

        The problem becomes one of squishy human psychology. Maybe you can automate 90% of the job, but you intentionally roll that down to 70% to give humans a safe practice space. But within that difference, when do you actually choose to give the human control?

        It’s a tough problem, and the benefits to solving it are obvious. Nobody has solved it for air traffic control, which is why there’s no comprehensive ATC automation package out there. I don’t know that we can solve it for programmers, either.

      • froztbyte@awful.systems
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        21 days ago

        My opinion is it can be good when used narrowly.

        ah, as narrowly as I intend to regard your opinion? got it

      • swlabr@awful.systems
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        21 days ago

        That’s the problem, isn’t it? If it can only maybe be good when used narrowly, what’s the point? If you’ve managed to corner a subproblem down to where an LLM can generate the code for it, you’ve already done 99% of the work. At that point you’re better off just coding it yourself. At that point, it’s not “good when used narrowly”, it’s useless.

        • brygphilomena@lemmy.dbzer0.com
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          21 days ago

          It’s a tool. It doesn’t replace a programmer. But it makes writing some things faster. Give any tool to an idiot and they’ll fuck things up. But a craftsman can use it to make things a little faster, because they know when and how to use it. And more importantly when not to use it.

          • froztbyte@awful.systems
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            21 days ago

            It’s a tool.

            (if you persist to stay with this dogshit idiotic “opinion”:) please crawl into a hole and stay there

            fucking what the fuck is with you absolute fucking morons and not understand the actual literal concept of tools

            read some fucking history goddammit

            (hint: the amorphous shifting blob, with a non-reliable output, not a tool; alternative, please, go off about how using a php hammer is definitely the way to get a screw in)

          • swlabr@awful.systems
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            21 days ago

            The “tool” branding only works if you formulate it like this: in a world where a hammer exists and is commonly used to force nails into solid objects, imagine another tool that requires you to first think of shoving a nail into wood. You pour a few bottles of water into the drain, whisper some magic words, and hope that the tool produces the nail forcing function you need. Otherwise you keep pouring out bottles of water and hoping that it does a nail moving motion. It eventually kind of does it, but not exactly, so you figure out a small tweak which is to shove the tool at the nail at the same time as it does its action so that the combined motion forces the nail into your desired solid. Do you see the problem here?

      • Ms. ArmoredThirteen@lemmy.zip
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        21 days ago

        Wait what this looks exactly like the art in the dentist office I go to. They have superheroes doing dental things, like Catwoman aggressively using their nails to pick at her teeth lol. Is this person near Seattle do you know?

            • Soyweiser@awful.systems
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              21 days ago

              The one a bit iffy big boobed bald robot was pointed at as a ‘stop doing this’, as in a bit of a (understandable, not that I totally agree, do think we should he more careful. And it would be bad if all it was was ‘unsexy’ male and ‘sexy’ robots which it doesnt seem to be (see women sleeping on robot image from a while back) some less heteronormativity would he nice however, bring out the biker bear bots) streak they now seemingly not want to see bald robot women re ai/robots ever again. So it was more the final drop and an example than people being really mad at pivot.

              I didn’t point out that the other similar robot wasnt bald but head dread cables. (I didnt interact at all iirc, might have liked an post) because I know might be a hot button issue as well (esp in the usa, and well im not American, so not my place to even tell how much of an issue it even would be, and it would just be more oil). Prob for the best nobody linked the thread here in those comments.

              • swlabr@awful.systems
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                21 days ago

                Oh. I mean there certainly are good points to be made about this sort of thing (lack of representation of a diversity of body types is probably the most correct one to think of). That one guy phrased his concern with such a specific mix of virtue signalling and horn-dogging that it had to be called out. And it was so specific that I wanted to know if other people were saying the same thing.

                I stand by my opinion that the art we were talking about wasn’t particularly sexy. You could validly argue that there was objectification of women going on in the art (a woman coded robot is literally an objectified woman) but that wasn’t what that one guy was saying. Women of all shapes and sizes exist! They can be as sexy or unsexy as they want! A woman existing in a picture doesn’t automatically make the picture sexy, unless you’re a gooner-pilled moron. And in general we shouldn’t be commenting on women’s bodies where it isn’t appropriate.

                But anyway, powering up my homespun BeefGPT to find those specific skeets, you can’t stop me 😡😡😡

                • Soyweiser@awful.systems
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                  21 days ago

                  Yes, I agree, and the point of the bsky thread was that all AI/robot stories get a picture with a conventionally attractive bald woman. Which is bad. Which is a bit different than the ‘why do you want me to fuck your cartoon?’ thing (even if it prob came from a similar place, it is very annoying that this is often the default robot body (or worse, the default female robot body, while the male one is Bender (see also this specific artist for pivot))).

                  E: Counterpoint (but wtf is up with that description ‘womens emotions’?)

              • David Gerard@awful.systemsOPM
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                21 days ago

                I didn’t see that thread. But I stand by the image as being perfect for the story on several specific points.

                • Soyweiser@awful.systems
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                  20 days ago

                  Yeah, the image was quite tame and I don’t think we should ban all female robots, I do agree with the point that there are too many conventionally attractive bald female coded robots being used as imagery next to robots, but I also don’t think we should overreact and remove them all. Not like pivot has not used a lot of other robot images, including Rosey. And part of the problem pivot is talking about is that the pro robot/ai people see robots/ai as doing the roles beneath them (ai as maid/nurse/secretary), so an image like that while being critical also fits. And it also is just part of the American cartoon artstyle the Russian artist is going for. It was just a small badly timed thread on bsky anyway (as it was at the same time as the other guy here), lets not make a big thing out of it.

  • 🍪CRUMBGRABBER🍪@lemm.ee
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    21 days ago

    Coding is hard, and its also intimidating for non-coders. I always used to look at coders as kind of a different kind of human, a special breed. Just like some people just glaze over when you bring up math concepts but are otherwise very intelligent and artistic, but they can’t bridge that gap when you bring up even algebra. Well, if you are one of those people that want to learn coding its a huge gap, and the LLMs can literally explain everything to you step by step like you are 5. Learning to code is so much easier now, talking to an always helpful LLM is so much better than forums or stack overflow. Maybe it will create millions of crappy coders, but some of them will get better, some will get great. But the LLM’s will make it possible for more people to learn, which means that my crypto scam now has the chance to flourish.

  • ☂️-@lemmy.ml
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    21 days ago

    i use it to write simple boilerplate for me, and it works most of the time. does it count?

  • DarkCloud@lemmy.world
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    21 days ago

    Hot take, people will look back on anyone who currently codes, as we look back on the NASA programmers who got the equipment and people to the moon.

    They won’t understand how they did so much with so little. You’re all gourmet chefs in a future of McDonalds.

    • V0ldek@awful.systems
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      21 days ago

      My first actual real life project was building a data analytics platform while keeping the budget to a minimum. With some clever parallelism and aggressive memory usage optimisation I made it work on a single lowest-tier Azure VM, costing like $50 to run monthly, while the measurable savings for the business from using the platform are now measured in the millions.

      Don Knuth didn’t write all those volumes on how software is an art for you to use fucking Node.JS you rubes, you absolute clowns

    • BlueMonday1984@awful.systems
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      21 days ago

      Hot take, people will look back on anyone who currently codes, as we look back on the NASA programmers who got the equipment and people to the moon.

      I doubt it’ll be anything that good for them. By my guess, those who currently code are at risk of suffering some guilt-by-association problems, as the AI bubble paints them as AI bros by proxy.

      • Architeuthis@awful.systems
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        21 days ago

        I think most people will ultimately associate chatbots with corporate overreach rather rank-and-file programmers. It’s not like decades of Microsoft shoving stuff down our collective throat made people think particularly less of programmers, or think about them at all.

      • V0ldek@awful.systems
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        21 days ago

        Meh, I have so many bangers laughing at actual AI bros that I could make my CV just all be sneers on them, I think this particular corner of the internet is quite safe

      • David Gerard@awful.systemsOPM
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        21 days ago

        You say that, but as an operator->sysadmin->devops I’m increasingly disconcerted by the rise of “devops” who can’t actually find their way around a Unix command prompt.

      • whats_all_this_then@programming.dev
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        21 days ago

        This is dead on! 99% of the fucking job is digital plumbing so the whole thing doesn’t blow the up when (a) there’s a slight deviation from the “ideal” data you were expecting, or (b) the stakeholders wanna make changes at the last minute to a part of the app that seems benign but is actually the crumbling bedrock this entire legacy monstrosity was built upon. Both scenarios are equally likely.

    • corbin@awful.systems
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      21 days ago

      Perhaps! But not because we adopted vibe coding. I do have faith in our ability to climb out of the Turing tarpit (WP, Esolangs) eventually, but only by coming to a deeper understanding of algorithmic complexity.

      Also, from a completely different angle: when I was a teenager, I could have a programmable calculator with 18MHz Z80 in my hand for $100. NASA programmers today have the amazing luxury of the RAD750, a 110MHz PowerPC chipset. We’re already past the gourmet phase and well into fusion.

      • swlabr@awful.systems
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        21 days ago

        NASA programmers grow more powerful by the day. It’s only a matter of time before they reach AGI

    • @DarkCloud @dgerard

      The first commercial product I worked on had 128 bytes of RAM and 2048 bytes of ROM.

      It kept people safe from low oxygen, risk of explosions, and toxic levels of two poisonous gases including short term and long term effects at fifteen minutes and eight hour averages.

      Pre-Internet. When you’re doing something new or pushing the limits, you just have to know how to code and read the datasheets.

  • frezik@midwest.social
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    21 days ago

    The general comments that Ben received were that experienced developers can use AI for coding with positive results because they know what they’re doing. But AI coding gives awful results when it’s used by an inexperienced developer. Which is what we knew already.

    That should be a big warning sign that the next generation of developers are not going to be very good. If they’re waist deep in AI slop, they’re only going to learn how to deal with AI slop.

    As a non-programmer, I have zero understanding of the code and the analysis and fully rely on AI and even reviewed that AI analysis with a different AI to get the best possible solution (which was not good enough in this case).

    What I’m feeling after reading that must be what artists feel like when AI slop proponents tell them “we’re making art accessible”.

    • dwemthy@lemmy.world
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      21 days ago

      Watched a junior dev present some data operations recently. Instead of just showing the sql that worked they copy pasted a prompt into the data platform’s assistant chat. The SQL it generated was invalid so the dev simply told it “fix” and it made the query valid, much to everyone’s amusement.

      The actual column names did not reflect the output they were mapped to, there’s no way the nicely formatted results were accurate. Average duration column populated the total count output. Junior dev was cheerfully oblivious. It produced output shaped like the goal so it must have been right

    • CodexArcanum@lemmy.dbzer0.com
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      21 days ago

      In so many ways, LLMs are just the tip of the iceberg of bad ideology in software development. There have always been people that come into the field and develop heinously bad habits. Whether it’s the “this is just my job, the only thing I think about outside work is my family” types or the juniors who only know how to copy paste snippets from web forums.

      And look, I get it. I don’t think 60-80 hour weeks are required to be successful. But I’m talking about people who are actively hostile to their own career paths, who seem to hate programming except that it pays good and let’s them raise families. Hot take: that sucks. People selfishly obsessed with their own lineage and utterly incurious about the world or the thing they spend 8 hours a day doing suck, and they’re bad for society.

      The juniors are less of a drain on civilization because they at least can learn to do better. Or they used to could, because as another reply mentioned, there’s no path from LLM slop to being a good developer. Not without the intervention of a more experienced dev to tell them what’s wrong with the LLM output.

      It takes all the joy out of the job too, something they’ve been working on for years. What makes this work interesting is understanding people’s problems, working out the best way to model them, and building towards solutions. What they want the job to be is a slop factory: same as the dream of every rich asshole who thinks having half an idea is the same as working for years to fully realize an idea in all it’s complexity and wonder.

      They never have any respect for the work that takes because they’ve never done any work. And the next generation of implementers are being taught that there are no new ideas. You just ask the oracle to give you the answer.

    • rumba@lemmy.zip
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      21 days ago

      All the newbs were just copying lines from stackexchange before AI. The only real difference at this point is that the commenting is marginally better.

      • frezik@midwest.social
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        21 days ago

        Stack Overflow is far from perfect, but at least there is some level of vetting going on before it’s copypasta’d.

    • Dragonstaff@leminal.space
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      21 days ago

      I dunno. I feel like the programmers who came before me could say the same thing about IDEs, Stack Overflow, and high level programming languages. Assembly looks like gobbledygook to me and they tell me I’m a Senior Dev.

      If someone uses ChatGPT like I use StackOverflow, I’m not worried. We’ve been stealing code from each other since the beginning.“Getting the answer” and then having to figure out how to plug it into the rest of the code is pretty much what we do.

      There isn’t really a direct path from an LLM to a good programmer. You can get good snippets, but “ChatGPT, build me a app” will be largely useless. The programmers who come after me will have to understand how their code works just as much as I do.

      • Croquette@sh.itjust.works
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        21 days ago

        LLM as another tool is great. LLM to replace experienced coders is a nightmare waiting to happen.

        IDEs, stack overflow, they are tools that makes the life of a developers a lot easier, they don’t replace him.

        • YourNetworkIsHaunted@awful.systems
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          18 days ago

          I mean past a certain point LLMs are strictly worse tools than Stack Overflow was on its worst day. IDEs have a bunch of features to help manage complexity and offload memorization. The fundamental task of understanding the code you’re writing is still yours. Stack Overflow and other forums are basically crowdsourced mentorship programs. Someone out there knows the thing you need to and rather than cultivate a wide social network you can take advantage of mass communication. To use it well you still need to know what’s happening, and if you don’t you can at least trust that the information is out there somewhere that you might be able to follow up on as needed. LLM assistants are designed to create output that looks plausible and to tell the user what they want to hear. If the user is an idiot the LLM will do nothing to make them recognize that they’re doing something wrong, much less help them fix it.

          • Croquette@sh.itjust.works
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            18 days ago

            LLM are terrible because the data they were trained on is garbage, because companies don’t want to pay for people to create a curated dataset to produce acceptable results.

            The tech itself can be good in specific cases. But the way it is shoved in everything right now is terrible

    • blarghly@lemmy.world
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      21 days ago

      That should be a big warning sign that the next generation of developers are not going to be very good.

      Sounds like job security to me!

      • froztbyte@awful.systems
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        21 days ago

        “I want the people I teach to be worse than me” is a fucking nightmare of a want, I hope you learn to do better

        • blarghly@lemmy.world
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          21 days ago

          So there’s this new thing they invented. It’s called a joke. You should try them out sometime, they’re fun!

          • froztbyte@awful.systems
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            21 days ago

            “oh shit I got called out on my shitty haha-only-serious comment, better pretend I didn’t mean it!” cool story bro

            • blarghly@lemmy.world
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              21 days ago

              If people say that sort of thing around you not as a joke, you need to spend your time with better people. I dunno what to tell you - humor is a great way to deal with shitty things in life. Dunno why you would want to get rid of it.

                • swlabr@awful.systems
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                  21 days ago

                  “How dare you not find me funny. I’m going to lecture you on humor. The lectures will continue until morale improves.”

                • froztbyte@awful.systems
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                  21 days ago

                  maybe train your model better! I know I know, they were already supposed to be taking over the world… alas…

    • Croquette@sh.itjust.works
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      21 days ago

      Art is already accessible. Plenty of artists that sells their art dirt cheap, or you can buy pen and papers at the dollar store.

      What people want when they say “AI is making art accessible” is they want high quality professional art for dirt cheap.

      • Schadrach@lemmy.sdf.org
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        20 days ago

        What people want when they say “AI is making art accessible” is they want high quality professional art for dirt cheap.

        …and what their opposition means when they oppose it is “this line of work was supposed to be totally immune to automation, and I’m mad that it turns out not to be.”

        • YourNetworkIsHaunted@awful.systems
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          18 days ago

          See I would frame it as practicioners of some of the last few non-bullshit jobs (minimally bullshit jobs) - fields that by necessity require a kind of craft or art that is meaningful or rewarding - being routed around by economic forces that only wanted their work for bullshit results. Like, no matter how passionate you are about graphic design you probably didn’t get into the field because shuffling the visuals every so often is X% better for customer engagement and conversion or whatever. But the businesses buying graphic design work are more interested in that than they ever were in making something beautiful or functional, and GenAI gives them the ability to get what they want more cheaply. As an unexpected benefit they also don’t have to see you roll your eyes when they tell you it needs to be “more blue” and as an insignificant side effect it brings our culture one step closer to finally drowning the human soul in shit to advance the cause of glorious industry in it’s unceasing march to An Even Bigger Number.

        • Croquette@sh.itjust.works
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          20 days ago

          There is already a lot of automation out there, and more is better, when used correctly. And that’s not talking about the outright theft of the material from these artists it is trying to replace so badly.

        • zbyte64@awful.systems
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          20 days ago

          …and this opposition means that our disagreements can only be perceived through the lens of personal faults.

      • scruiser@awful.systems
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        20 days ago

        I think they also want recognition/credit for spending 5 minutes (or less) typing some words at an image generator as if that were comparable to people who develop technical skills and then create effortful meaningful work just because the outputs are (superficially) similar.

    • swlabr@awful.systems
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      21 days ago

      When they say “art” they mean “metaphorical lead paint” and when they say “accessible” they mean “insidiously inserted into your neural pathways”

  • ShortFuse@lemmy.world
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    21 days ago

    I treat AI as a new intern that doesn’t know how to code well. You need to code review everything, but it’s good for fast generation. Just don’t trust more than a couple of lines at a time.

    • V0ldek@awful.systems
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      21 days ago

      I treat AI as a new intern that doesn’t know how to code well

      This statement makes absolutely zero sense to me. The purpose of having a new intern and reviewing their code is for them to learn and become a valuable member of the team, right? Like we don’t give them coding tasks just for shits and giggles to correct later. You can’t turn an AI into a senior dev by mentoring it, however the fuck you’d imagine that process?

      • ShortFuse@lemmy.world
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        21 days ago

        You can’t turn an AI into a senior dev by mentoring it, however the fuck you’d imagine that process?

        Never said any of this.

        You can tell AI commands like “this is fine, but X is flawed. Use this page to read how the spec works.” And it’ll respond with the corrections. Or you can say “this would leak memory here”. And it’ll note it and make corrections. After about 4 to 5 checks you’ll actually have usable code.

        • V0ldek@awful.systems
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          21 days ago

          But what’s the point of having that if it doesn’t result in improvement on the other side? Like you’re doing hard work to correct code and respond with feedback but you’re putting that into the void to no one’s benefit.

          Hiring an intern makes sense. It’s an investment. Hiring an AI at the same skill level makes negative sense.

          • ShortFuse@lemmy.world
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            21 days ago

            Not all projects needs VC money to get off the ground. I’m not going to hire somebody for a pet project because CMake’s syntax is foreign to me, or a pain in the ass to write. Or I’m not interested in spending 2 hours clicking through their documentation.

            Or if you ever used DirectX the insane “code by committee” way it works. Documentation is ass and at best you need code samples. Hell, I had to ask CoPilot to tell me how something in DXCompiler worked and it told me it worked because the 5000 line cpp file had it somewhere in there. It was right, and to this day, I have no idea how it came up with the correct answer.

            There is no money in most FOSS. Maybe you’ll find somebody who’s interested in your project, but it’s extremely rare somebody latches on. At best, you both have your own unique, personal projects and they overlap. But sitting and waiting for somebody come along and having your project grind to halt is just not a thing if an AI can help write the stuff you’re not familiar with.

            I know “AI bad” and I agree with the sentiment most of the time. But I’m personally okay with the contract of, I feed GitHub my FOSS code and GitHub will host my repo, run my actions, and host my content. I get the AI assistance to write more code. Repeat.

        • scruiser@awful.systems
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          21 days ago

          A junior developer learns from these repeated minor corrections. LLM’s can’t learn from them. they don’t have any runtime fine-tuning (and even if they did it wouldn’t be learning like a human does), at the very best past conversations get summarized and crammed into the context window hidden from the user to provide a shallow illusion of continuity and learning.

        • Mniot@programming.dev
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          21 days ago

          I’ve heard this from others, too. I don’t really get it.

          I watched a teammate working with AI:

          1. Identify the problem: a function was getting passed an object-field when it should be getting the whole object
          2. Write instruction to the AI: “refactor the function I’ve selected to take a Foo instead of a String or Box<String>. Then in the Foo function, use the bar parameter. Don’t change other files or functions.”
          3. Wait ~5s for Cursor to do it

          It did the instructions and didn’t fuck anything up, so I guess it was a success? But they already knew exactly what the fixed code should look like, so it seems like they just took a slow and boring path to get there.

          When I’m working with a new intern, they cost me time. Everything is 2-4x slower. It’s worth it because (a) I like working with people and someone just getting into programming makes me feel happy and (b) after a few months I’m able to trust that they can do things on their own and I’m not constantly checking to see if they’ve actually deleted random code or put an authentication check on an unauthenticated endpoint etc etc. The point of an intern is to see if you want to hire them as a jr dev who will actually become worthwhile in 6+ months.

          • ShortFuse@lemmy.world
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            21 days ago

            There’s a lot of false equivalence in this thread which seems to be a staple of this instance. I’m sure most people here have never used AI coding and I’m just getting ad-hominem “counterpoints”.

            Nothing I said even close to saying AI is a full replacement for training junior devs.

            The reality is, when you actually use an AI as a coding assistant there are strong similarities when training somebody who is new to coding. They’ll choose popular over best practices. When I get an AI assisted code segment, it feels similar to copypasted code from a stackoverflow. This is aside from the hallucinations.

            But LLM operate on patterns, for better or for worse. If you want to generate something serious, that’s a bad idea. There’s a strong misconception that AI will build usable code for you. It probably won’t. It’s only good at snippets. But it does recognize patterns. Some of those patterns are tedious to write, and I’d argue feel even more tedious the more experienced you are in coding.

            My most recent usage of AI was making some script that uses WinGet to setup a dev environment. Like I have a vague recollection of how to make a .cmd script with if branches, but not enough at the top of my head. So you can say “Generate a section here that checks if WinSDK is installed.” And it will. Looks fine, move on. The %errorlevel% code is all injected. Then say “add on a WinGet install if it’s not installed.” Then it does that. Then I have to repeat all that again for ninja, clang, and others. None of this is mission critical, but it’s a chore to write. It’ll even sprinkle some pretty CLI output text.

            There is a strong misconception that AI are “smart” and programmers should be worried. That’s completely overselling what AI can do and probably intentionally by executives. They are at best assistant to coders. I can take a piece of JS code and ask AI to construct an SQL table creation query based on the code (or vice versa). It’s not difficult. Just tedious.

            When working in teams, it’s not uncommon for me to create the first 5%-10% of a project and instruct others on the team to take that as input and scale the rest of the project (eg: design views, build test, build tables, etc).

            There are clear parallels here. You need to recognize the limitations, but there is a lot of functionality they can provide as long as you understand what it can’t do. Read the comments of people who have actually sat down and used it and you’ll see we’ve the same conclusion.

            • froztbyte@awful.systems
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              21 days ago

              christ this post is odious

              I feel quite confident in stating two things. 1) you fucking suck at your job. 2) the people reliant on you for things fucking hate dealing with you.

              the fact that you wrote this much florid effluent opinion, with as paltry examples as you bring to bear… christ

              just fucking learn some scripting languages, ffs

                • swlabr@awful.systems
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                  21 days ago

                  It’s only ad-hominem if they discredit your points by insulting you. If they read your points and use them to make statements about your character, that’s not ad hominem, that’s valid inference.

                  You probably need an example. Let’s say Alice and Beelice are having a conversation.

                  Alice: “I think seed oils are bad for you because RFK Jr. said so! MAGA!”

                  If Beelice says: “Alice, you are a real sack of potatoes, and therefore you are wrong,” that’s ad hominem.

                  If Beelice says: “Alice, if you’re going to parrot RFK Jr, then the worms deserve to eat the rotten flesh in your skull,” that’s plain inference.

                  Understand now, dear?

            • self@awful.systems
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              21 days ago

              I feel so bad for the interns, and really your team in general, for having to interact with you

            • Mniot@programming.dev
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              20 days ago

              My most recent usage of AI was making some script that uses WinGet to setup a dev environment.

              This is a good example. What I’m saying is that pre-AI, I could look this up on StackOverflow and copy/paste blindly and get a slightly higher success rate than today where I can “AI please solve this”.

              But I shouldn’t pick at the details. I think the “AI hater” mentality comes in because we’ve got this thing that boils down to “a bit more convenient than copying the solution off of StackOverflow” when used very carefully and “much worse than copying and pasting random code” when used otherwise. But instead of this honest pitch, it’s mega-hype and it’s only when people demand specific examples that someone starts talking like you do here.

      • swlabr@awful.systems
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        21 days ago

        You’ve fallen for one of the classic blunders: assuming that OP thinks that humans can grow and develop with nurturing

    • froztbyte@awful.systems
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      21 days ago

      you sound like a fucking awful teammate. it’s not your job to nitpick and bikeshed everything they do, it’s your job to help them grow

      “you need to code review everything” motherfucker if you’re saying this in context only of your juniors then you have a massive organisational problem

      • ShortFuse@lemmy.world
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        21 days ago

        it’s not your job to nitpick and bikeshed everything they do

        Wow. Talk about projection. I never said any of that, but thanks for letting everyone know how you treat other people.

        The point is AI can generate a good amount of code, but you can’t trust it. It always needs to be reviewed. It makes a lot of mistakes.

  • swlabr@awful.systems
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    21 days ago

    The headlines said that 30% of code at Microsoft was AI now! Huge if true!

    Something like MS word has like 20-50 million lines of code. MS altogether probably has like a billion lines of code. 30% of that being AI generated is infeasible given the timeframe. People just ate this shit up. AI grifting is so fucking easy.

    • froztbyte@awful.systems
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      21 days ago

      yeah, the “some projects” bit is applicable, as is the “machine generated” phrasing

      @gsuberland pointed out elsewhere on fedi just how much of the VS-/MS- ecosystem does an absolute fucking ton of code generation

      (which is entirely fine, ofc. tons of things do that and it exists for a reason. but there’s a canyon in the sand between A and B)

      • swlabr@awful.systems
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        21 days ago

        All compiled code is machine generated! BRB gonna clang and IPO, bye awful.systems! Have fun being poor

        • frezik@midwest.social
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          21 days ago

          No joke, you probably could make tweaks to LLVM, call it “AI”, and rake in the VC funds.

                • frezik@midwest.social
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                  21 days ago

                  For some definition of “happiness”, yes. It’s increasingly clear that the only way to get ahead is with some level of scam. In fact, I’m pretty sure Millennials will not be able to retire to a reasonable level of comfort without accepting some amount of unethical behavior to get there. Not necessarily Slipp’n Jimmy levels of scam, but just stuff like participating in a basic stock market investment with a tax advantaged account.

    • blarghly@lemmy.world
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      21 days ago

      I thought it could totally be true - that devs at MS were just churning out AI crap code like there was no tomorrow, and their leaders were cheering on their “productivity”, since more code = more better, right?

      • swlabr@awful.systems
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        21 days ago

        From that angle, sure. I’m more sneering at the people who saw what they wanted to see, and the people that were saying “this is good, actually!!!”

    • Dragonstaff@leminal.space
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      21 days ago

      30% of code is standard boilerplate: setters, getters, etc that my IDE builds for me without calling it AI. It’s possible the claim is true, but it’s terribly misleading at best.

      • swlabr@awful.systems
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        21 days ago
        1. Perhaps you didn’t read the linked article. Nadella didn’t claim that 30% of MS’s code was written by AI. What he said was garbled up to the eventual headline.
        2. We don’t have to play devil’s advocate for a hyped-up headline that misquotes what an AI glazer said, dawg.
        3. “Existing code generation codes can write 30%” doesn’t imply that AI possibly/plausibly wrote 30% of MS’s code. There’s no logical connection. Please dawg, I beg you, think critically about this.
          • swlabr@awful.systems
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            21 days ago

            Man. If this LLM stuff sticks around, we’ll have an epidemic of early onset dementia.

            • froztbyte@awful.systems
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              21 days ago

              I’ve been beating this drum for like 4~5y but: I don’t think the tech itself is going anywhere. published, opensourced, etc etc - the bell can’t be unrung, the horses have departed the stable

              but

              I do also argue that an extremely large amount of wind in the sails right now is because of the constellation of VC/hype//etc shit

              can’t put a hard number on this, but … I kind see a very massive reduction; in scope, in competence, in relevance. so much of this shit (esp. the “but my opensource model is great!” flavour) is so fucking reliant on “oh yeah this other entity had a couple fuckpiles of cash with which to train”, and once that (structurally) evaporates…

            • Soyweiser@awful.systems
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              21 days ago

              If the stories lf covid related cognitive decline are aue we are going to have a great time. Worse than lead paint.

              • swlabr@awful.systems
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                21 days ago

                “Oh man, this brain fog I have sure makes it hard to think. Guess I’ll use my trusty LLM! ChatGPT says lead paint is tastier and better for your brain than COVID? Don’t mind if I do!”

                • Soyweiser@awful.systems
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                  21 days ago

                  I’m on a diet of rocks, glue on my pizza, lead paint, and covid infections, according to Grok this is called the Mr Burns method which should prevent diseases, as they all work together to block all bad impulses. Can’t wait to try this new garlic oil I made, using LLM instructions. It even had these cool bubbles while fermenting, nature is great.

  • AeonFelis@lemmy.world
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    21 days ago

    I got an AI PR in one of my projects once. It re-implemented a feature that already existed. It had a bug that did not exist in the already-existing feature. It placed the setting for activating that new feature right after the setting for activating the already-existing feature.

    • murtaza64@programming.dev
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      21 days ago

      so what are the sentiments about langchain? I was recently working with it to try to build some automatic PR generation scripts but I didn’t have the best experience understanding how to use the library. the documentation has been quite messy, repetitive and disorganized—somehow both verbose and missing key details. but it does the job I wanted it to, namely letting me use an LLM with tool calling and custom tools in a script

      • Architeuthis@awful.systems
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        21 days ago

        Given the volatility of the space I don’t think it could have been doing stuff much better, doubt it’s getting out of alpha before the bubble bursts and stuff settles down a bit, if at all.

        Automatic pr generation sounds like something that would need a prompt and a ten-line script rather than langchain, but it also seems both questionable and unnecessary.

        If someone wants to know an LLM’s opinion on what the changes in a branch are meant to accomplish they should be encouraged to ask it themselves, no need to spam the repository.

  • mriswith@lemmy.world
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    21 days ago

    You can hardly get online these days without hearing some AI booster talk about how AI coding is going to replace human programmers.

    Mostly said by tech bros and startups.

    That should really tell you everything you need to know.

  • vivendi@programming.dev
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    21 days ago

    No the fuck it’s not

    I’m a pretty big proponent of FOSS AI, but none of the models I’ve ever used are good enough to work without a human treating it like a tool to automate small tasks. In my workflow there is no difference between LLMs and fucking grep for me.

    People who think AI codes well are shit at their job

    • V0ldek@awful.systems
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      21 days ago

      In my workflow there is no difference between LLMs and fucking grep for me.

      Well grep doesn’t hallucinate things that are not actually in the logs I’m grepping so I think I’ll stick to grep.

      (Or ripgrep rather)

      • vivendi@programming.dev
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        21 days ago

        Hallucinations become almost a non issue when working with newer models, custom inference, multishot prompting and RAG

        But the models themselves fundamentally can’t write good, new code, even if they’re perfectly factual

        • scruiser@awful.systems
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          21 days ago

          The promptfarmers can push the hallucination rates incrementally lower by spending 10x compute on training (and training on 10x the data and spending 10x on runtime cost) but they’re already consuming a plurality of all VC funding so they can’t 10x many more times without going bust entirely. And they aren’t going to get them down to 0%, hallucinations are intrinsic to how LLMs operate, no patch with run-time inference or multiple tries or RAG will eliminate that.

          And as for newer models… o3 actually had a higher hallucination rate because trying to squeeze rational logic out of the models with fine-tuning just breaks them in a different direction.

          I will acknowledge in domains with analytically verifiable answers you can check the LLMs that way, but in that case, its no longer primarily an LLM, you’ve got an entire expert system or proof assistant or whatever that can operate independently of the LLM and the LLM is just providing creative input.

          • swlabr@awful.systems
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            21 days ago

            We should maximise hallucinations, actually. That is, we should hack the environmental controls of the data centers to be conducive for fungi growth, and flood them with magic mushrooms spores. We can probably get the rats on board by selling it as a different version of nuking the data centers.

          • vivendi@programming.dev
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            21 days ago

            O3 is trash, same with closedAI

            I’ve had the most success with Dolphin3-Mistral 24B (open model finetuned on open data) and Qwen series

            Also lower model temperature if you’re getting hallucinations

            For some reason everyone is still living in 2023 when AI is remotely mentioned. There is a LOT you can criticize LLMs for, some bullshit you regurgitate without actually understanding isn’t one

            You also don’t need 10x the resources where tf did you even hallucinate that from

              • vivendi@programming.dev
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                21 days ago

                My most honest goal is to educate people which on lemmy is always met with hate. people love to hate, parroting the same old nonsense that someone else taught them.

                If you insist on ignorance then be ignorant in peace, don’t try such misguided attempts at sneer

                There are things in which LLMs suck. And there are things that you wrongly believe as part of this bullshit twitter civil war.

                • froztbyte@awful.systems
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                  21 days ago

                  My most honest goal is to educate people

                  oh and I suppose you can back that up with verifiable facts, yes?

                  and that you, yourself, can stand as a sole beacon against the otherwise regularly increasing evidence and studies that both indicate toward and also prove your claims to be full of shit? you are the saviour that can help enlighten us poor unenlightened mortals?

                  sounds very hard. managing your calendar must be quite a skill

            • scruiser@awful.systems
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              21 days ago

              GPT-1 is 117 million parameters, GPT-2 is 1.5 billion parameters, GPT-3 is 175 billion, GPT-4 is undisclosed but estimated at 1.7 trillion. Token needed for training and training compute scale linearly (edit: actually I’m wrong, looking at the wikipedia page… so I was wrong, it is even worse for your case than I was saying, training compute scales quadratically with model size, it is going up 2 OOM for every 10x of parameters) with model size. They are improving … but only getting a linear improvement in training loss for a geometric increase in model size, training time. A hypothetical GPT-5 would have 10 trillion training parameters and genuinely need to be AGI to have the remotest hope of paying off it’s training. And it would need more quality tokens than they have left, they’ve already scrapped the internet (including many copyrighted sources and sources that requested not to be scrapped). So that’s exactly why OpenAI has been screwing around with fine-tuning setups with illegible naming schemes instead of just releasing a GPT-5. But fine-tuning can only shift what you’re getting within distribution, so it trades off in getting more hallucinations or overly obsequious output or whatever the latest problem they are having.

              Lower model temperatures makes it pick it’s best guess for next token as opposed to randomizing among probable guesses, they don’t improve on what the best guess is and you can still get hallucinations even picking the “best” next token.

              And lol at you trying to reverse the accusation against LLMs by accusing me of regurgitating/hallucinating.

              • vivendi@programming.dev
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                21 days ago

                Small scale models, like Mistral Small or Qwen series, are achieving SOTA performance with lower than 50 billion parameters. QwQ32 could already rival shitGPT with 32 billion parameters, and the new Qwen3 and Gemma (from google) are almost black magic.

                Gemma 4B is more comprehensible than GPT4o, the performance race is fucking insane.

                ClosedAI is 90% hype. Their models are benchmark princesses, but they need huuuuuuge active parameter sizes to effectively reach their numbers.

                Everything said in this post is independently verifiable by taking 5 minutes to search shit up, and yet you couldn’t even bother to do that.

        • Architeuthis@awful.systems
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          21 days ago

          If LLM hallucinations ever become a non-issue I doubt I’ll be needing to read a deeply nested buzzword laden lemmy post to first hear about it.

          • vivendi@programming.dev
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            21 days ago

            You need to run the model yourself and heavily tune the inference, which is why you haven’t heard from it because most people think using shitGPT is all there is with LLMs. How many people even have the hardware to do so anyway?

            I run my own local models with my own inference, which really helps. There are online communities you can join (won’t link bcz Reddit) where you can learn how to do it too, no need to take my word for it

          • swlabr@awful.systems
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            21 days ago

            God, this cannot be overstated. An LLM’s sole function is to hallucinate. Anything stated beyond that is overselling.

        • froztbyte@awful.systems
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          21 days ago

          (I don’t mean to take aim at you with this despite how irked it’ll sound)

          I really fucking hate how many computer types go “ugh I can’t” at regex. the full spectrum of it, sure, gets hairy. but so many people could be well served by decently learning grouping/backrefs/greedy match/char-classes (which is a lot of what most people seem to reach for[0])

          that said, pomsky is an interesting thing that might in fact help a lot of people go from “I want $x” as a human expression of intent, to “I have $y” as a regex expression

          [0] - yeah okay sometimes you also actually need a parser. that’s a whole other conversation. I’m talking about “quickly hacking shit up in a text editor buffer in 30s” type cases here

          • swlabr@awful.systems
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            21 days ago

            Hey. I can do regex. It’s specifically grep I have beef with. I never know off the top of my head how to invoke it. Is it -e? -r? -i? man grep? More like, man, get grep the hell outta here!

              • swlabr@awful.systems
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                21 days ago

                If I start using this and add grep functionality to my day-to-day life, I can’t complain about not knowing how to invoke grep in good conscience, dawg. I can’t hold my shitposting back like that, dawg!

                jk that looks useful. Thanks!

                • lagoon8622@sh.itjust.works
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                  21 days ago

                  The cheatsheet and tealdeer projects are awesome. It’s one of my (many) favorite things about the user experience honestly. Really grateful for those projects

            • froztbyte@awful.systems
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              21 days ago

              now listen, you might think gnu tools are offensively inconsistent, and to that I can only say

              find(1)

              • swlabr@awful.systems
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                21 days ago

                find(1)? You better find(1) some other place to be, buster. In this house, we use the file explorer search bar

      • Blackmist@feddit.uk
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        21 days ago

        I’m guessing if it would actually work for that, somebody would have done it by now.

        But it probably just does it’s usual thing of bullshitting something that looks like code, only now you’re wasting the time of maintainers as well who have to confirm that it is bobbins.

        • Natanox@discuss.tchncs.de
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          21 days ago

          It’s already doing that, some FOSS projects regularly get weird PRs that on first glance look good, but if you look closer are either total nonsense or riddled with bugs. Especially awful are security-related PRs; although those are never made in good faith, that’s usually grifting (throwing AI at the wall trying to cash in as many bounties as possible). The project lead of curl recently announced that anyone who posts a PR that’s obviously AI, or is made with AI, will get banned.

          Like, it’s really good as a learning tool as long as you don’t blindly believe everything it says given you can ask stuff in natural language and it will resolve possible knowledge dependencies for you that you’d otherwise get stuck on in official docs, and since you can ask contextual questions receiving contextual answers (no logical abstraction). But code generation… please don’t.

          • V0ldek@awful.systems
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            21 days ago

            Like, it’s really good as a learning tool

            Fuck you were doing so well in the first half, ahhh,

          • froztbyte@awful.systems
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            21 days ago

            it’s really good as a learning tool as long as you don’t blindly believe everything it says given you can ask stuff in natural language

            the poster: “it’s really good as a learning tool”

            the poster: “but don’t blindly believe it”

            the learner: “how should I know when to believe it?”

            the poster: “check everything”

            the learner: “so you’re saying I should just read the actual documentation and/or source?”

            the poster: “how are you going to ask that anything? how can you fondle something that isn’t a prompt?!”

            the learner: “thanks for your time, I think I’m going to find another class”

            • Natanox@discuss.tchncs.de
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              21 days ago

              Nice conversation you had right there in your head. I assume you also took a closer look at it to get a neutral opinion and didn’t just ride one of the two waves “blind AI hype” or “blind AI hate”?

              I’ve taken a closer look at Codestral (which is locally hostable), threw stuff at it and got a sense for what it can and can’t do. The general gist is that its (Python) syntax is basically always correct, however it sometimes messes up the actual code logic or gets the user request wrong. That makes it a good tool for code questions aimed at specific features, how certain syntax in a language works or to look up potential alternative solutions for smaller code snippets. However it should absolutely not be used to create huge chunks of your code logic, that will always backfire.

              And since some people will read this and think I’m some AI worshipper, fuck no. They’re amoral as fuck, the only models not screwed up through their creation process are those very few truly FOSS ones. But if you hate on something you have to actually know shit about it and understand its appeal and non-hyped usecases (they do have them, even LLMs). Otherwise you’ll end up in a social corner filled with bitterness and, depending on the topic, perhaps even increasingly extreme opinions (not saying we shouldn’t smash OpenAI and other corposcum into tiny pieces, we absolutely should).

              There are technologies that are utter bullshit like NFTs. However (unfortunately?) that isn’t the case for AI. We just live in an economy that’s good in abusing everything and everyone.

              • self@awful.systems
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                21 days ago

                holy fuck this is so many words to say so little

                so congrats I’m upgrading your ban and also pruning you from the thread

                • froztbyte@awful.systems
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                  21 days ago

                  on the one hand I feel for other people who’ll maybe read this thread somewhen down the line

                  on the other, it’s not exactly like I clipped words in my post

              • froztbyte@awful.systems
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                21 days ago

                Nice conversation you had right there in your head

                that you recognize none of this is telling. that someone else got it, more so.

                I assume

                you could just ask, you know. since you seem so comfortable fondling prompts, not sure why you wouldn’t ask a person. is it because they might tell you to fuck off?

                I’ve taken a closer look…

                fuck off with the unrequested advertising. never mind that no-one asked you for how you felt for some fucking piece of shit. oh, you feel happy that the logo is a certain tint of <colour>? bully for you, now fuck off and do something worthwhile

                That makes it a good tool

                a tool you say? wow, sure glad you’re going to replace your *spins the wheel* Punctured Car Tyre with *spins the wheel again* Needlenose Pliers!

                think I’m some AI worshipper, fuck no. They’re amoral as fuck

                so, you think there’s moral problems, but only sometimes? it’s supes okay to do your version of leveraged exploitation? cool, thanks for letting us know

                those very few truly FOSS ones

                oh yeah, right, the “truly FOSS ones”! tell me again how those are trained - who’s funding that compute? are the licenses contextually included in the model definition?

                wait, hold on! why are you squealing away like a deflating balloon?! those are actual questions! you’re the one who brought up morals!

                Otherwise you’ll end up in a social corner filled with bitterness

                I’ve met people like you at parties. they’re often popular, but they’re never fun. and I always regret it.

                There are technologies that are utter bullshit like NFTs. However (unfortunately?) that isn’t the case for AI

                citation. fucking. needed.

              • swlabr@awful.systems
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                21 days ago

                Otherwise you’ll end up in a social corner filled with bitterness

                This is a standard Internet phenomenon (I generalize) called a Sneer Club, i.e. people who enjoy getting together and picking on designated targets. Sneer Clubs (I expect) attract people with high Dark Triad characteristics, which is (I suspect) where Asshole Internet Atheists come from - if you get a club together for the purpose of sneering at religious people, it doesn’t matter that God doesn’t actually exist, the club attracts psychologically f’d-up people. Bullies, in a word, people who are powerfully reinforced by getting in what feels like good hits on Designated Targets, in the company of others doing the same and congratulating each other on it.

        • gens@programming.dev
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          21 days ago

          Yea it’s a problem already for security bugs, llms just waste maintainers time and make them angry.

          They are useless and make more work for programmers, even on python and js codebases that they are trained on the most and are the “easiest”.

      • vivendi@programming.dev
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        21 days ago

        These views on LLMs are simplistic. As a wise man once said, “check yoself befo yo wreck yoself”, I recommend more education thus

        LLM structures arw over hyped, but they’re also not that simple

        • MonkderVierte@lemmy.ml
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          21 days ago

          From what i know from recent articles about retracing LLM indepth, they are indeed best suited for language translation and perfectly explain the halucinations. And i think i’ve read somewhere that this was the originally intended purpose of the tech?

          • froztbyte@awful.systems
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            21 days ago

            many of the proponents of things in this field will propose/argue $x thing to be massively valuable for $x

            thing is, that doesn’t often work out

            yes, there’s some value in the tech for translation outcomes. to anyone even mildly online, “so are language teaching apps/sites using this?” is probably a very nearby question. and rightly so!

            and then when you go digging into how that’s going in practice, wow fuck damn doesn’t that Glorious AI Future sheen just fall right off…