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  • snooggums@lemmy.world
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    8 months ago

    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).

    This is the most entertaining thing I’ve read this month.

    • ImplyingImplications@lemmy.ca
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      8 months ago

      The maintainers of curl recently announced any bug reports generated by AI need a human to actually prove it’s real. They cited a deluge of reports generated by AI that claim to have found bugs in functions and libraries which don’t even exist in the codebase.

      • Rayquetzalcoatl@lemmy.world
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        8 months ago

        My boss is obsessed with Claude and ChatGPT, and loves to micromanage. Typically, if there’s an issue with what a client is requesting, I’ll approach him with:

        1. What the issue is
        2. At least two possible solutions or alternatives we can offer

        He will then, almost always, ask if I’ve checked with the AI. I’ll say no. He’ll then send me chunks of unusable code that the AI has spat out, which almost always perfectly illuminate the first point I just explained to him.

        It’s getting very boring dealing with the roboloving freaks.

  • frezik@midwest.social
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    8 months 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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      8 months 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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      8 months 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.

    • Croquette@sh.itjust.works
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      8 months 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.

      • scruiser@awful.systems
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        8 months 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.

      • Schadrach@lemmy.sdf.org
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        8 months 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.”

        • Croquette@sh.itjust.works
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          8 months 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.

        • YourNetworkIsHaunted@awful.systems
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          8 months 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.

    • Dragonstaff@leminal.space
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      8 months 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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        8 months 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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          8 months 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.

    • rumba@lemmy.zip
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      8 months 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.

  • DarkCloud@lemmy.world
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    8 months 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.

    • BlueMonday1984@awful.systems
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      8 months 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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        8 months 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.

    • corbin@awful.systems
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      8 months 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.

    • @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.

    • V0ldek@awful.systems
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      8 months 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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    8 months ago

    Baldur Bjarnason’s given his thoughts on Bluesky:

    My current theory is that the main difference between open source and closed source when it comes to the adoption of “AI” tools is that open source projects generally have to ship working code, whereas closed source only needs to ship code that runs.

    I’ve heard so many examples of closed source projects that get shipped but don’t actually work for the business. And too many examples of broken closed source projects that are replacing legacy code that was both working just fine and genuinely secure. Pure novelty-seeking

  • AeonFelis@lemmy.world
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    8 months 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.

  • swlabr@awful.systems
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    8 months 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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      8 months 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)

    • blarghly@lemmy.world
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      8 months 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?

    • Dragonstaff@leminal.space
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      8 months 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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        8 months 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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                8 months 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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                  8 months 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.

            • froztbyte@awful.systems
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              8 months 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…

  • vivendi
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    8 months 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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      8 months 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
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        8 months 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

          • vivendi
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            8 months 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

              • vivendi
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                8 months ago

                ChatGPT is categorically one of the worst companies and performance/size ratio models out there. They just have rather high quality data apparently.

                (I did not invest or lose money during the crypto craze, mostly because I am a broke ass CompEng Master’s student and I don’t have money to invest)

        • scruiser@awful.systems
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          8 months 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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            8 months 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
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            8 months 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
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                8 months 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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                  8 months 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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              8 months 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
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                8 months 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.

      • vivendi
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        8 months 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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          8 months 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?

          Ah, here, and here more tabloid-ish.

          • froztbyte@awful.systems
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            8 months 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…

          • vivendi
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            8 months ago

            Translation/text processing are some of the best cases of LLM performance, that is true. Although, translation is much harder than other processing because of training data.

            But considering new research from anthropic on model structures I really think it’s unfair to beat these things down to just that.

      • Blackmist@feddit.uk
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        8 months 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.

        • gens
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          8 months 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”.

        • Natanox@discuss.tchncs.deBanned from community
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          8 months 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.

          • froztbyte@awful.systems
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            8 months 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”

              • froztbyte@awful.systems
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                8 months 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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                8 months 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.

  • MNByChoice@midwest.social
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    8 months ago

    Damn, this is powerful.

    If AI code was great, and empowered non-programmers, then open source projects should have already committed hundreds of thousands of updates. We should have new software releases daily.

  • mriswith@lemmy.world
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    8 months 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.