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AI agents wrong ~70% of time: Carnegie Mellon study

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  • "Where are my balls Summer?"

    The first dunk is the hardest

  • It's not that bad, the output isn't random.
    Time to time, it can produce novel stuffs like new equations for engineering.
    Also, verification does not take that much effort. At least according to my colleagues, it is great.
    Also works well for coding well-known stuffs, as well!

    It's not completely random, but I'm telling you it fucked up, it fucked up badly, time after time, and I had to check every single thing manually. It's correctness run never lasted beyond a handful. If you build something using some equation it invented you're insane and should quit engineering before you hurt someone.

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    And it won’t be until humans can agree on what’s a fact and true vs not.. there is always someone or some group spreading mis/dis-information

  • If that’s the quality of answer you’re getting, then it’s a user error

    No, I know the data I gave it and I know how hard I tried to get it to use it truthfully.

    You have an irrational and wildly inaccurate belief in the infallibility of LLMs.

    You're also denying the evidence of my own experience. What on earth made you think I would believe you over what I saw with my own eyes?

    Why are you giving it data. It's a chat and language tool. It's not data based. You need something trained to work for that specific use. I think Wolfram Alpha has better tools for that.

    I wouldn't trust it to calculate how many patio stones I need to build a project. But I trust it to tell me where a good source is on a topic or if a quote was said by who ever or if I need to remember something but I only have vague pieces like old timey historical witch burning related factoid about villagers who pulled people through a hole in the church wall or what was a the princess who was skeptic and sent her scientist to villages to try to calm superstitious panic .

    Other uses are like digging around my computer and seeing what processes do what. How concepts work regarding the think I'm currently learning. So many excellent users. But I fucking wouldn't trust it to do any kind of calculation.

  • You probably wanted to show off how smart you are, but instead you showed that you can't even talk to people without help of your favourite slop bucket.
    It didn't answer my curiosity about what came first, but it solidified my conviction that your brain is cooked all the way, probably beyond repair. I would say you need to seek professional help, but at this point you would interpret it as needing to talk to the autocomplete, and it will cook you even more.
    It started funny, but I feel very sorry for you now, and it sucked all the humour out.

    You just can't talk to people, period, you are just a dick, you were also just proven to be stupider than a fucking LLM, have a nice day 😀

  • I actually have a fairly positive experience with ai ( copilot using claude specificaly ). Is it wrong a lot if you give it a huge task yes, so i dont do that and using as a very targeted solution if i am feeling very lazy today . Is it fast . Also not . I could actually be faster than ai in some cases.
    But is it good if you are working for 6h and you just dont have enough mental capacity for the rest of the day. Yes . You can just prompt it specificaly enough to get desired result and just accept correct responses. Is it always good ,not really but good enough. Do i also suck after 3pm . Yes.
    My main issue is actually the fact that it saves first and then asks you to pick if you want to use it. Not a problem usualy but if it crashes the generated code stays so that part sucks

    You should give Claude Code a shot if you have a Claude subscription. I'd say this is where AI actually does a decent job: picking up human slack, under supervision, not replacing humans at anything. AI tools won't suddenly be productive enough to employ, but I as a professional can use it to accelerate my own workflow. It's actually where the risk of them taking jobs is real: for example, instead of 10 support people you can have 2 who just supervise the responses of an AI.

    But of course, the Devil's in the detail. The only reason this is cost effective is because of VC money subsidizing and hiding the real cost of running these models.

  • Why are you giving it data. It's a chat and language tool. It's not data based. You need something trained to work for that specific use. I think Wolfram Alpha has better tools for that.

    I wouldn't trust it to calculate how many patio stones I need to build a project. But I trust it to tell me where a good source is on a topic or if a quote was said by who ever or if I need to remember something but I only have vague pieces like old timey historical witch burning related factoid about villagers who pulled people through a hole in the church wall or what was a the princess who was skeptic and sent her scientist to villages to try to calm superstitious panic .

    Other uses are like digging around my computer and seeing what processes do what. How concepts work regarding the think I'm currently learning. So many excellent users. But I fucking wouldn't trust it to do any kind of calculation.

    Why are you giving it data

    Because there's a button for that.

    It’s output is dependent on the input

    This thing that you said... It's false.

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    Wow. 30% accuracy was the high score!
    From the article:

    Testing agents at the office

    For a reality check, CMU researchers have developed a benchmark to evaluate how AI agents perform when given common knowledge work tasks like browsing the web, writing code, running applications, and communicating with coworkers.

    They call it TheAgentCompany. It's a simulation environment designed to mimic a small software firm and its business operations. They did so to help clarify the debate between AI believers who argue that the majority of human labor can be automated and AI skeptics who see such claims as part of a gigantic AI grift.

    the CMU boffins put the following models through their paces and evaluated them based on the task success rates. The results were underwhelming.

    ⚫ Gemini-2.5-Pro (30.3 percent)
    ⚫ Claude-3.7-Sonnet (26.3 percent)
    ⚫ Claude-3.5-Sonnet (24 percent)
    ⚫ Gemini-2.0-Flash (11.4 percent)
    ⚫ GPT-4o (8.6 percent)
    ⚫ o3-mini (4.0 percent)
    ⚫ Gemini-1.5-Pro (3.4 percent)
    ⚫ Amazon-Nova-Pro-v1 (1.7 percent)
    ⚫ Llama-3.1-405b (7.4 percent)
    ⚫ Llama-3.3-70b (6.9 percent),
    ⚫ Qwen-2.5-72b (5.7 percent),
    ⚫ Llama-3.1-70b (1.7 percent)
    ⚫ Qwen-2-72b (1.1 percent).

    "We find in experiments that the best-performing model, Gemini 2.5 Pro, was able to autonomously perform 30.3 percent of the provided tests to completion, and achieve a score of 39.3 percent on our metric that provides extra credit for partially completed tasks," the authors state in their paper

  • Ah, my bad, you're right, for being consistently correct, I should have done 0.3^10=0.0000059049

    so the chances of it being right ten times in a row are less than one thousandth of a percent.

    No wonder I couldn't get it to summarise my list of data right and it was always lying by the 7th row.

    That looks better. Even with a fair coin, 10 heads in a row is almost impossible.

    And if you are feeding the output back into a new instance of a model then the quality is highly likely to degrade.

  • You just can't talk to people, period, you are just a dick, you were also just proven to be stupider than a fucking LLM, have a nice day 😀

    Did the autocomplete told you to answer this? Don't answer, actually, save some energy.

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    Now I'm curious, what's the average score for humans?

  • The 256 thing was written by a person. AI doesn't have exclusive rights to being dumb, plenty of dumb people around.

    you're right, the dumb of AI is completely comparable to the dumb of human, there's no difference worth talking about, sorry i even spoke the fuck up

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    I asked Claude 3.5 Haiku to write me a quine in COBOL in the bs2000 dialect. Claude does now that creating a perfect quine in COBOL is challenging due to the need to represent the self-referential nature of the code. After a few suggestions Claude restated its first draft, without proper BS2000 incantations, without a perform statement, and without any self-referential redefines. It's a lot of work. I stopped caring and moved on.

    For those who wonder: https://sourceforge.net/p/gnucobol/discussion/lounge/thread/495d8008/ has an example.

    Colour me unimpressed. I dread the day when they force the use of 'AI' on us at work.

  • Why are you giving it data

    Because there's a button for that.

    It’s output is dependent on the input

    This thing that you said... It's false.

    There's a sleep button on my laptop. Doesn't mean I would use it.

    I'm just trying to say you're saying the feature that everyone kind of knows doesn't work. Chatgpt is not trained to do calculations well.

    I just like technology and I think and fully believe the left hatred of it is not logical. I believe it stems from a lot of media be and headlines. Why there's this push From media is a question I would like to know more. But overall, I see a lot of the same makers of bullshit yellow journalism for this stuff on the left as I do for similar bullshit on the right wing spaces towards other things.

  • America: "Good enough to handle 911 calls!"

    Is there really a plan to use this for 911 services??

  • Wow. 30% accuracy was the high score!
    From the article:

    Testing agents at the office

    For a reality check, CMU researchers have developed a benchmark to evaluate how AI agents perform when given common knowledge work tasks like browsing the web, writing code, running applications, and communicating with coworkers.

    They call it TheAgentCompany. It's a simulation environment designed to mimic a small software firm and its business operations. They did so to help clarify the debate between AI believers who argue that the majority of human labor can be automated and AI skeptics who see such claims as part of a gigantic AI grift.

    the CMU boffins put the following models through their paces and evaluated them based on the task success rates. The results were underwhelming.

    ⚫ Gemini-2.5-Pro (30.3 percent)
    ⚫ Claude-3.7-Sonnet (26.3 percent)
    ⚫ Claude-3.5-Sonnet (24 percent)
    ⚫ Gemini-2.0-Flash (11.4 percent)
    ⚫ GPT-4o (8.6 percent)
    ⚫ o3-mini (4.0 percent)
    ⚫ Gemini-1.5-Pro (3.4 percent)
    ⚫ Amazon-Nova-Pro-v1 (1.7 percent)
    ⚫ Llama-3.1-405b (7.4 percent)
    ⚫ Llama-3.3-70b (6.9 percent),
    ⚫ Qwen-2.5-72b (5.7 percent),
    ⚫ Llama-3.1-70b (1.7 percent)
    ⚫ Qwen-2-72b (1.1 percent).

    "We find in experiments that the best-performing model, Gemini 2.5 Pro, was able to autonomously perform 30.3 percent of the provided tests to completion, and achieve a score of 39.3 percent on our metric that provides extra credit for partially completed tasks," the authors state in their paper

    sounds like the fault of the researchers not to build better tests or understand the limits of the software to use it right

  • sounds like the fault of the researchers not to build better tests or understand the limits of the software to use it right

    Are you arguing they should have built a test that makes AI perform better? How are you offended on behalf of AI?

  • you're right, the dumb of AI is completely comparable to the dumb of human, there's no difference worth talking about, sorry i even spoke the fuck up

    No worries.

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    Why would they be right beyond word sequence frecuencies?

  • There's a sleep button on my laptop. Doesn't mean I would use it.

    I'm just trying to say you're saying the feature that everyone kind of knows doesn't work. Chatgpt is not trained to do calculations well.

    I just like technology and I think and fully believe the left hatred of it is not logical. I believe it stems from a lot of media be and headlines. Why there's this push From media is a question I would like to know more. But overall, I see a lot of the same makers of bullshit yellow journalism for this stuff on the left as I do for similar bullshit on the right wing spaces towards other things.

    Again with dismissing the evidence of my own eyes!

    I wasn't asking it to do calculations, I was asking it to put the data into a super formulaic sentence. It was good at the first couple of rows then it would get stuck in a rut and start lying. It was crap. A seven year old would have done it far better, and if I'd told a seven year old that they had made a couple of mistakes and to check it carefully, they would have done.

    Again, I didn't read it in a fucking article, I read it on my fucking computer screen, so if you'd stop fucking telling me I'm stupid for using it the way it fucking told me I could use it, or that I'm stupid for believing what the media tell me about LLMs, when all I'm doing is telling you my own experience, you'd sound a lot less like a desperate troll or someone who is completely unable to assimilate new information that differs from your dogma.

  • Google kills the fact-checking snippet

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    Remember when that useless bot was around here, objectively wrong, and getting downvoted all the time? Good times.
  • Understanding the Debate on AI in Electronic Health Records

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    Well yeah exactly why I said "the same risk". ideally it's going to be in the same systems... and assuming no one is stupid enough (or the laws don't let them) attach it to the publicly accessible forms of existing AIs It's not a new additional risk, just the same one. (though those assumptions are largely there own risks.
  • Apple sued by shareholders for allegedly overstating AI progress

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    finishingdutch@lemmy.worldF
    For this comment, I want to be absolutely clear that I do not give a shit about AI, and that it in no way factored into my decision to buy this iPhone 16 Pro Max. With that disclaimer out of the way: I very much look forward to a class action lawsuit. Apple advertised specific features as coming ‘very soon’ and gave short timeframes when asked directly. And they basically did not deliver on those advertising promises. Basically, I think there’s a good case to be made here that Apple knowingly engaged in false advertising in order to sell a phone that otherwise would not have sold as well. Those promised AI features WERE a deciding factor for a lot of people to upgrade to an iPhone 16. So, I’ll be looking forward to some form of compensation. It’s the principle of it.
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    it's only meant for temporary situations, 10 total days per year. I guess the idea is you'd use loaner PCs to access this while getting repairs done or before you've gotten a new PC. but yeah i kinda doubt there's a huge market for this kind of service.
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    anzo@programming.devA
    I’ll probably never trust anything they’ve touched until I’ve taken it apart and put it back together again. Me too. But the vast majority of users need guardrails, and have a different threat model. Even those that also care about privacy, if they just want a solution that comes by default, this adtech 'fake' or 'superficial' solution does provide something. And anything is more than nothing.
  • Anker is recalling over 1.1 million power banks due to fire risks

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    B
    Thanks man! Really appreciate the type up! Have a great weekend!
  • Welcome to the web we lost

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    C
    Is it though? Its always far easier to be loud and obnoxious than do something constructive, even with the internet and LLMs, in fact those things are amplifiers which if anything make the attention imbalance even more drastic and unrepresentative of actual human behaviour. In the time it takes me to write this comment some troll can write a dozen hateful ones, or a bot can write a thousand. Doesn't mean humans are shitty in a 1000/1 ratio, just means shitty people can now be a thousand times louder.
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    paraphrand@lemmy.worldP
    Network Effects.