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

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    Hey I went there

  • people like you misrepresenting LLMs as mere statistical word generators without intelligence.

    You've bought-in to the hype. I won't try to argue with you because you aren't cognizent of reality.

    You're projecting. Every accusation is a confession.

  • Have you tried insulting the AI in the system prompt (as well as other tunes to the system prompt)?

    I'm not joking, it really works

    For example:

    Instead of "You are an intelligent coding assistant..."

    "You are an absolute fucking idiot who can barely code..."

    “You are an absolute fucking idiot who can barely code…”

    Honestly, that's what you have to do. It's the only way I can get through using Claude.ai. I treat it like it's an absolute moron, I insult it, I "yell" at it, I threaten it and guess what? the solutions have gotten better. not great but a hell of a lot better than what they used to be. It really works. it forces it to really think through the problem, research solutions, cite sources, etc. I have even told it i'll cancel my subscription to it if it gets it wrong.

    no more "do this and this and then this but do this first and then do this" after calling it a "fucking moron" and what have you it will provide an answer and just say "done."

  • “You are an absolute fucking idiot who can barely code…”

    Honestly, that's what you have to do. It's the only way I can get through using Claude.ai. I treat it like it's an absolute moron, I insult it, I "yell" at it, I threaten it and guess what? the solutions have gotten better. not great but a hell of a lot better than what they used to be. It really works. it forces it to really think through the problem, research solutions, cite sources, etc. I have even told it i'll cancel my subscription to it if it gets it wrong.

    no more "do this and this and then this but do this first and then do this" after calling it a "fucking moron" and what have you it will provide an answer and just say "done."

    This guy is the moral lesson at the start of the apocalypse movie

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    This is the same kind of short-sighted dismissal I see a lot in the religion vs science argument. When they hinge their pro-religion stance on the things science can’t explain, they’re defending an ever diminishing territory as science grows to explain more things. It’s a stupid strategy with an expiration date on your position.

    All of the anti-AI positions, that hinge on the low quality or reliability of the output, are defending an increasingly diminished stance as the AI’s are further refined. And I simply don’t believe that the majority of the people making this argument actually care about the quality of the output. Even when it gets to the point of producing better output than humans across the board, these folks are still going to oppose it regardless. Why not just openly oppose it in general, instead of pinning your position to an argument that grows increasingly irrelevant by the day?

    DeepSeek exposed the same issue with the anti-AI people dedicated to the environmental argument. We were shown proof that there’s significant progress in the development of efficient models, and it still didn’t change any of their minds. Because most of them don’t actually care about the environmental impacts. It’s just an anti-AI talking point that resonated with them.

    The more baseless these anti-AI stances get, the more it seems to me that it’s a lot of people afraid of change and afraid of the fundamental economic shifts this will require, but they’re embarrassed or unable to articulate that stance. And it doesn’t help that the luddites haven’t been able to predict a single development. Just constantly flailing to craft a new argument to criticize the current models and tech. People are learning not to take these folks seriously.

  • Have you tried insulting the AI in the system prompt (as well as other tunes to the system prompt)?

    I'm not joking, it really works

    For example:

    Instead of "You are an intelligent coding assistant..."

    "You are an absolute fucking idiot who can barely code..."

    I frequently find myself prompting it: "now show me the whole program with all the errors corrected." Sometimes I have to ask that two or three times, different ways, before it coughs up the next iteration ready to copy-paste-test. Most times when it gives errors I'll just write "address: " and copy-paste the error message in - frequently the text of the AI response will apologize, less frequently it will actually fix the error.

  • This guy is the moral lesson at the start of the apocalypse movie

    He's developing a toxic relationship with his AI agent. I don't think it's the best way to get what you want (demonstrating how to be abusive to the AI), but maybe it's the only method he is capable of getting results with.

  • This is the same kind of short-sighted dismissal I see a lot in the religion vs science argument. When they hinge their pro-religion stance on the things science can’t explain, they’re defending an ever diminishing territory as science grows to explain more things. It’s a stupid strategy with an expiration date on your position.

    All of the anti-AI positions, that hinge on the low quality or reliability of the output, are defending an increasingly diminished stance as the AI’s are further refined. And I simply don’t believe that the majority of the people making this argument actually care about the quality of the output. Even when it gets to the point of producing better output than humans across the board, these folks are still going to oppose it regardless. Why not just openly oppose it in general, instead of pinning your position to an argument that grows increasingly irrelevant by the day?

    DeepSeek exposed the same issue with the anti-AI people dedicated to the environmental argument. We were shown proof that there’s significant progress in the development of efficient models, and it still didn’t change any of their minds. Because most of them don’t actually care about the environmental impacts. It’s just an anti-AI talking point that resonated with them.

    The more baseless these anti-AI stances get, the more it seems to me that it’s a lot of people afraid of change and afraid of the fundamental economic shifts this will require, but they’re embarrassed or unable to articulate that stance. And it doesn’t help that the luddites haven’t been able to predict a single development. Just constantly flailing to craft a new argument to criticize the current models and tech. People are learning not to take these folks seriously.

    Maybe the marketers should be a bit more picky about what they slap "AI" on and maybe decision makers should be a little less eager to follow whatever Better Auto complete spits out, but maybe that's just me and we really should be pretending that all these algorithms really have made humans obsolete and generating convincing language is better than correspondence with reality.

  • Maybe the marketers should be a bit more picky about what they slap "AI" on and maybe decision makers should be a little less eager to follow whatever Better Auto complete spits out, but maybe that's just me and we really should be pretending that all these algorithms really have made humans obsolete and generating convincing language is better than correspondence with reality.

    I’m not sure the anti-AI marketing stance is any more solid of a position. Though it’s probably easier to defend, since it’s so vague and not based on anything measurable.

  • I’m not sure the anti-AI marketing stance is any more solid of a position. Though it’s probably easier to defend, since it’s so vague and not based on anything measurable.

    Calling AI measurable is somewhat unfounded. Between not having a coherent, agreed-upon definition of what does and does not constitute an AI (we are, after all, discussing LLMs as though they were AGI), and the difficulty that exists in discussing the qualifications of human intelligence, saying that a given metric covers how well a thing is an AI isn't really founded on anything but preference. We could, for example, say that mathematical ability is indicative of intelligence, but claiming FLOPS is a proxy for intelligence falls rather flat. We can measure things about the various algorithms, but that's an awful long ways off from talking about AI itself (unless we've bought into the marketing hype).

  • Calling AI measurable is somewhat unfounded. Between not having a coherent, agreed-upon definition of what does and does not constitute an AI (we are, after all, discussing LLMs as though they were AGI), and the difficulty that exists in discussing the qualifications of human intelligence, saying that a given metric covers how well a thing is an AI isn't really founded on anything but preference. We could, for example, say that mathematical ability is indicative of intelligence, but claiming FLOPS is a proxy for intelligence falls rather flat. We can measure things about the various algorithms, but that's an awful long ways off from talking about AI itself (unless we've bought into the marketing hype).

    So you’re saying the article’s measurements about AI agents being wrong 70% of the time is made up? Or is AI performance only measurable when the results help anti-AI narratives?

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    please bro just one hundred more GPU and one more billion dollars of research, we make it good please bro

  • It’s usually vastly easier to verify an answer than posit one, if you have the patience to do so.

    I usually write 3x the code to test the code itself. Verification is often harder than implementation.

    It really depends on the context. Sometimes there are domains which require solving problems in NP, but where it turns out that most of these problems are actually not hard to solve by hand with a bit of tinkering. SAT solvers might completely fail, but humans can do it. Often it turns out that this means there's a better algorithm that can exploit commanalities in the data. But a brute force approach might just be to give it to an LLM and then verify its answer. Verifying NP problems is easy.

    (This is speculation.)

  • being able to do 30% of tasks successfully is already useful.

    If you have a good testing program, it can be.

    If you use AI to write the test cases...? I wouldn't fly on that airplane.

    obviously

  • Run something with a 70% failure rate 10x and you get to a cumulative 98% pass rate.
    LLMs don't get tired and they can be run in parallel.

    The problem is they are not i.i.d., so this doesn't really work. It works a bit, which is in my opinion why chain-of-thought is effective (it gives the LLM a chance to posit a couple answers first). However, we're already looking at "agents," so they're probably already doing chain-of-thought.

  • I have actually been doing this lately: iteratively prompting AI to write software and fix its errors until something useful comes out. It's a lot like machine translation. I speak fluent C++, but I don't speak Rust, but I can hammer away on the AI (with English language prompts) until it produces passable Rust for something I could write for myself in C++ in half the time and effort.

    I also don't speak Finnish, but Google Translate can take what I say in English and put it into at least somewhat comprehensible Finnish without egregious translation errors most of the time.

    Is this useful? When C++ is getting banned for "security concerns" and Rust is the required language, it's at least a little helpful.

    I'm impressed you can make strides with Rust with AI. I am in a similar boat, except I've found LLMs are terrible with Rust.

  • No, it matters. Youre pushing the lie they want pushed.

    Hitler liked to paint, doesn't make painting wrong. The fact that big tech is pushing AI isn't evidence against the utility of AI.

    That common parlance is to call machine learning "AI" these days doesn't matter to me in the slightest. Do you have a definition of "intelligence"? Do you object when pathfinding is called AI? Or STRIPS? Or bots in a video game? Dare I say it, the main difference between those AIs and LLMs is their generality -- so why not just call it GAI at this point tbh. This is a question of semantics so it really doesn't matter to the deeper question. Doesn't matter if you call it AI or not, LLMs work the same way either way.

  • So you’re saying the article’s measurements about AI agents being wrong 70% of the time is made up? Or is AI performance only measurable when the results help anti-AI narratives?

    I would definitely bet it's made up and poorly designed.

    I wish that weren't the case because having actual data would be nice, but these are almost always funded with some sort of intentional slant, for example nic vape safety where they clearly don't use the product sanely and then make wild claims about how there's lead in the vapes!

    Homie you're fucking running the shit completely dry for longer then any humans could possible actually hit the vape, no shit it's producing carcinogens.

    Go burn a bunch of paper and directly inhale the smoke and tell me paper is dangerous.

  • I would definitely bet it's made up and poorly designed.

    I wish that weren't the case because having actual data would be nice, but these are almost always funded with some sort of intentional slant, for example nic vape safety where they clearly don't use the product sanely and then make wild claims about how there's lead in the vapes!

    Homie you're fucking running the shit completely dry for longer then any humans could possible actually hit the vape, no shit it's producing carcinogens.

    Go burn a bunch of paper and directly inhale the smoke and tell me paper is dangerous.

    Agreed. 70% is astoundingly high for today’s models. Something stinks.

  • We have created the overconfident intern in digital form.

    Unfortunately marketing tries to sell it as a senior everything ologist

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    That is still beyond extremely optimistic
  • Could Windows and installed apps upload all my personal files?

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    rikudou@lemmings.worldR
    Yes, every application has access to everything. The only exception are those weird apps that use the universal framework or whatever that thing is called, those need to ask for permissions. But most of the apps on your PC have full access to everything. And Windows does collect and upload a lot of personal information and they could easily upload everything on your system. The same of course applies for the apps as well, they have access to everything except privileged folders (those usually don't contain your personal data, but system files).
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    kolanaki@pawb.socialK
    Same. That's probably why I suck ass at math, but my spatial awareness is off the chart. 🫠
  • Is Internet Content Too Engaging?

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    The number of tabs I have open from sites I’ve clicked on, started reading, said “eh, I’ll get back to this later” and never have, says no.
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    You guys sure display a crazy obsession with "Apple Fanboys" in this sub… The amount of Applephobia… Phew! As if the new release had you all flustered or something… Gotta take a bite and taste the Apple at some point! Can’t stay in the closet forever, ya know?
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    Obviously the law must be simple enough to follow so that for Jim’s furniture shop is not a problem nor a too high cost to respect it, but it must be clear that if you break it you can cease to exist as company. I think this may be the root of our disagreement, I do not believe that there is any law making body today that is capable of an elegantly simple law. I could be too naive, but I think it is possible. We also definitely have a difference on opinion when it comes to the severity of the infraction, in my mind, while privacy is important, it should not have the same level of punishments associated with it when compared to something on the level of poisoning water ways; I think that a privacy law should hurt but be able to be learned from while in the poison case it should result in the bankruptcy of a company. The severity is directly proportional to the number of people affected. If you violate the privacy of 200 million people is the same that you poison the water of 10 people. And while with the poisoning scenario it could be better to jail the responsible people (for a very, very long time) and let the company survive to clean the water, once your privacy is violated there is no way back, a company could not fix it. The issue we find ourselves with today is that the aggregate of all privacy breaches makes it harmful to the people, but with a sizeable enough fine, I find it hard to believe that there would be major or lasting damage. So how much money your privacy it's worth ? 6 For this reason I don’t think it is wise to write laws that will bankrupt a company off of one infraction which was not directly or indirectly harmful to the physical well being of the people: and I am using indirectly a little bit more strict than I would like to since as I said before, the aggregate of all the information is harmful. The point is that the goal is not to bankrupt companies but to have them behave right. The penalty associated to every law IS the tool that make you respect the law. And it must be so high that you don't want to break the law. I would have to look into the laws in question, but on a surface level I think that any company should be subjected to the same baseline privacy laws, so if there isn’t anything screwy within the law that apple, Google, and Facebook are ignoring, I think it should apply to them. Trust me on this one, direct experience payment processors have a lot more rules to follow to be able to work. I do not want jail time for the CEO by default but he need to know that he will pay personally if the company break the law, it is the only way to make him run the company being sure that it follow the laws. For some reason I don’t have my usual cynicism when it comes to this issue. I think that the magnitude of loses that vested interests have in these companies would make it so that companies would police themselves for fear of losing profits. That being said I wouldn’t be opposed to some form of personal accountability on corporate leadership, but I fear that they will just end up finding a way to create a scapegoat everytime. It is not cynicism. I simply think that a huge fine to a single person (the CEO for example) is useless since it too easy to avoid and if it really huge realistically it would be never paid anyway so nothing usefull since the net worth of this kind of people is only on the paper. So if you slap a 100 billion file to Musk he will never pay because he has not the money to pay even if technically he is worth way more than that. Jail time instead is something that even Musk can experience. In general I like laws that are as objective as possible, I think that a privacy law should be written so that it is very objectively overbearing, but that has a smaller fine associated with it. This way the law is very clear on right and wrong, while also giving the businesses time and incentive to change their practices without having to sink large amount of expenses into lawyers to review every minute detail, which is the logical conclusion of the one infraction bankrupt system that you seem to be supporting. Then you write a law that explicitally state what you can do and what is not allowed is forbidden by default.
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    C
    TBH, age verification services exist. If it becomes law, integrating them shouldn't be more difficult than integrating a OIDC login. So everyone should be able to do it. Depending on these services, you might not even need to give a name, or, because they are separate entities, don't give your name to the platform using them. Other parts of regulation are more difficult. Like these "upload filters" that need to figure out if something shared via a service is violating any copyright before it is made available.
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    Thanks for sharing this, it is an interesting read (though an additional comment about what this about would have been helpful). I want to say I am glad I do not use either of these services but Yandex implementation seems so bad that it does not matter, as any app could receive their data