• Optional@lemmy.world
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    3 months ago

    Did someone not know this like, pretty much from day one?

    Not the idiot executives that blew all their budget on AI and made up for it with mass layoffs - the people interested in it. Was that not clear that there was no “reasoning” going on?

    • froztbyte@awful.systems
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      3 months ago

      there’s a lot of people (especially here, but not only here) who have had the insight to see this being the case, but there’s also been a lot of boosters and promptfondlers (ie. people with a vested interest) putting out claims that their precious word vomit machines are actually thinking

      so while this may confirm a known doubt, rigorous scientific testing (and disproving) of the claims is nonetheless a good thing

      • Soyweiser@awful.systems
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        3 months ago

        No they do not im afraid, hell I didnt even know that even ELIZA caused people to think it could reason (and this worried the creator) until a few years ago.

    • DarkThoughts@fedia.io
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      3 months ago

      A lot of people still don’t, from what I can gather from some of the comments on “AI” topics. Especially the ones that skew the other way with its “AI” hysteria is often an invite from people who know fuck all about how the tech works. “Nudifier” or otherwise generative images or explicit chats with bots that portray real or underage people being the most common topics that attract emotionally loaded but highly uninformed demands and outrage. Frankly, the whole “AI” topic in the media is so massively overblown on both fronts, but I guess it is good for traffic and nuance is dead anyway.

      • Optional@lemmy.world
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        3 months ago

        Indeed, although every one of us who have seen a tech hype train once or twice expected nothing less.

        PDAs? Quantum computing. Touch screens. Siri. Cortana. Micropayments. Apps. Synergy of desktop and mobile.

        From the outset this went from “hey that’s kind of neat” to quite possibly toppling some giants of tech in a flash. Now all we have to do is wait for the boards to give huge payouts to the pinheads that drove this shitwagon in here and we can get back to doing cool things without some imaginary fantasy stapled on to it at the explicit instruction of marketing and channel sales.

        • Soyweiser@awful.systems
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          3 months ago

          Xml also used to be a tech hype for a bit.

          And i still remember how media outlets hyped up second life, forgot about it and a few months later discovered it again and more hype started. It was fun.

              • Optional@lemmy.world
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                3 months ago

                Of course, of course. At the time though, it was expected that this would change the face of computing - no more keyboards! No more mice! No, this is more like Star Trek where you glance down at some geometric assemblage of colored shapes and tap several in random succession to immediately bring up the data you were looking for.

                That, uh, did not happen.

          • V0ldek@awful.systems
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            3 months ago

            Aren’t touch screens literally everywhere? What was the hype?

            It’s always so baffling to me to learn about those things because I was way too young to actually experience any of the “hype” around most of those technologies. Touch screens are cool and they penetrated society so much there are at my grocery shop, what the fuck were they supposed to do if that’s not living up to the hype?

    • khalid_salad@awful.systems
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      3 months ago

      Well, two responses I have seen to the claim that LLMs are not reasoning are:

      1. we are all just stochastic parrots lmao
      2. maybe intelligence is an emergent ability that will show up eventually (disregard the inability to falsify this and the categorical nonsense that is our definition of “emergent”).

      So I think this research is useful as a response to these, although I think “fuck off, promptfondler” is pretty good too.

      • LainTrain@lemmy.dbzer0.com
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        3 months ago

        Well are we not stochastic parrots then? Isn’t this a philosophical, rhetorical and equally unfalsifiable question to answer also?

        • FermiEstimate@lemmy.dbzer0.com
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          3 months ago

          No, there’s an actual paper where that term originated that goes into great deal explaining what it means and what it applies to. It answers those questions and addresses potential objections people might respond with.

          There’s no need for–and, frankly, nothing interesting about–“but, what is truth, really?” vibes-based takes on the term.

  • Optional@lemmy.world
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    3 months ago

    We suspect this research is likely part of why Apple pulled out of the recent OpenAI funding round at the last minute.

    Perhaps the AI bros “think” by guessing the next word and hoping it’s convincing. They certainly argue like it.

    🔥

    • V0ldek@awful.systems
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      3 months ago

      It’s always funny to see this because you think that you’re part of the smart 10% with original thoughts while actually you’re the insufferable 10% whose only thought is that of superiority with nothing to back it up.

      My cat has more original thoughts than that and he’s currently stuck head-first in a cereal box.

      • self@awful.systems
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        3 months ago

        it’s not shocking because we’ve seen worse, but it is remarkable how fascist the implications of this “most people don’t possess cognition” idea are

        it’s also very funny how many of these presumed cognition-havers have come to this thread and our instance in general with effectively the same lazy, shitty, thoughtless take on the nature of humanity

        • self@awful.systems
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          3 months ago

          actually speaking of fascism, I took a quick look at our guest’s post history:

          • African countries and IQ
          • COVID conspiracy theories
          • constant right-wing conspiracies in general really
          • fucking links to voat and zerohedge
          • there’s more but I tapped out early
          • froztbyte@awful.systems
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            3 months ago

            constant right-wing conspiracies in general really

            I did not expect to check and see some shit straight out of the Deus Ex storyline

            aaaaaand now I’m going to put on the soundtrack again. would love to also make the morning disappear by playing it, but apple silicon

    • Mii@awful.systems
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      3 months ago

      You guys always come crawling out from whatever rock you’re hiding under for these posts as if someone saying LLMs aren’t smart makes your spider senses tingle.

      It would be almost impressive if it weren’t so stupid.

  • masterplan79th@lemmy.world
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    3 months ago

    When you ask an LLM a reasoning question. You’re not expecting it to think for you, you’re expecting that it has crawled multiple people asking semantically the same question and getting semantically the same answer, from other people, that are now encoded in its vectors.

    That’s why you can ask it. because it encodes semantics.

    • ebu@awful.systems
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      3 months ago

      because it encodes semantics.

      if it really did so, performance wouldn’t swing up or down when you change syntactic or symbolic elements of problems. the only information encoded is language-statistical

    • leftzero@lemmynsfw.com
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      3 months ago

      Paraphrasing Neil Gaiman, LLMs don’t give you information; they give you information shaped sentences.

      They don’t encode semantics. They encode the statistical likelihood that each token will follow a given sequence of tokens.

      • LainTrain@lemmy.dbzer0.com
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        3 months ago

        It’s worth pointing out that it does happen to reconstruct information remarkably well considering it’s just likelihood. They’re pretty useful tools like any other, it’s funny ofc to watch silicon valley stumble all over each other chasing the next smartphone.

        • V0ldek@awful.systems
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          3 months ago

          The only remarkable thing is how fucking easy it is to convince the median consumer that vaguely-correct-shape sentences are correct.

    • self@awful.systems
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      3 months ago

      thank you for bravely rushing in and providing yet another counterexample to the “but nobody’s actually stupid enough to think they’re anything more than statistical language generators” talking point

    • sc_griffith@awful.systems
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      3 months ago

      guy who totally gets what these words mean: “an llm simply encodes the semantics into the vectors”

      • self@awful.systems
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        3 months ago

        all you gotta do is, you know, ground the symbols, and as long as you’re writing enough Lisp that should be sufficient for GAI

    • V0ldek@awful.systems
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      3 months ago

      because it encodes semantics.

      Please enlighten me on how? I admit I don’t know all the internals of the transformer model, but from what I know it encodes precisely only syntactical information, i.e. what next syntactical token is most likely to follow based on a syntactical context window.

      How does it encode semantics? What is the semantics that it encodes? I doubt they have denatotational or operational semantics of natural language, I don’t think something like that even exists, so it has to be some smaller model. Actually, it would be enlightening if you could tell me at least what the semantical domain here is, because I don’t think there’s any naturally obvious choice for that.

    • Allonzee@lemmy.world
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      3 months ago

      Let the haters hate.

      Despite the welcome growth of atheism, almost all humans at one level or another cling to the idea that our monkey brains are filled with some magic miraculous light that couldn’t possibly be replicated. The reality is that some of us only have glimmers of sapience, and many not even that. Most humans, most of the time, are mindless zombies following a script, whether due to individual capacity, or a civilization that largely doesn’t reward metacognition or pondering the questions that matter, as that doesn’t immediately feed individual productivity or make anyone materially wealthier, that maze doesn’t lead to any yummy cheese for us.

      AI development isn’t finally progressing quickly and making people uncomfortable with its capability because it’s catching up to our supposedly transcendental superbrains (that en masse spent hundreds of thousands of years wandering around in the dirt before it finally occurred to any of them that we could grow food seasonally in one place). It’s making a lot of humans uncomfortable because it’s demonstrating that there isn’t a whole hell of a lot to catch up to, especially for an average human.

      There’s a reason pretty much everyone immediately discarded the Turing Test and basically called it a bullshit metric after elevating it for decades as a major benchmark in the development of AI systems… The moment a technology and design that could readily pass it became available. That’s the blind hubris of man on grand display.

      • Al0neStar@lemmy.world
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        3 months ago

        Creationists: We don’t understand the brain so it must be the work of god.

        AI Worshipers: We don’t understand the brain so it must work exactly like LLMs.

          • self@awful.systems
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            3 months ago

            I wonder if any of the people about to downvote your comments are the weird non-sapient humans who work exactly like LLMs you seem to think exist, or maybe your posts are just inane promptfondling horseshit we’ve seen before

      • rook@awful.systems
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        3 months ago

        The reality is that some of us only have glimmers of sapience, and many not even that. Most humans, most of the time, are mindless zombies following a script

        It’s a funny thing, that there are certain kinds of people who are assured of their own cleverness and so alienated from society that they think that echoing the same dehumanising blurb produced by so many of their forebears is somehow novel or informative, rather than just following a script.

        (the irony of responding with an xkcd is not lost on me)

        Much like the promptfondlers proudly claiming they are stochastic parrots, flaunting your inability to recognise intelligence in other humans isn’t a great flex.

        • zogwarg@awful.systems
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          3 months ago

          How nice it must be to never ponder how large humanity is, and how each and every person you see outside has a full and rich interior and exterior world, and you that only see a tiny fraction of the people outside.

          Personally one of my “oh other people are real!” moment, was when our parents (along with my sisters) took us on a surprise ferry trip to England (from France) and our grandparents that—at least as far as kid me remembered—we only ever saw in their home city, were waiting for us in Portsmouth, and we visited the city together (Portsmouth Historic Dockyard is quite nice btw).

          I knew they were real, but realizing that they weren’t geo-locked, made me more fully internalize that they had full and independent lives, and therefore that everyone had.


          How about people here? When did you realize people are real?

        • bitofhope@awful.systems
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          3 months ago

          I think I’ll start using “metacognition” in a derogatory way. What a metacognitive post.

          The reality is that some of us only have glimmers of sapience, and many not even that.

          Funny how all the people saying this always include themselves in the select few sapient ones.

          Where does this NPC meme even come from? It’s one thing to think most people are stupid or conformist or susceptible to propaganda, but believing a large fraction of the population are “mindless zombies following a script” goes beyond simple arrogance to straight up delusion.

          Yea, most people don’t think about some things I care about as deeply as I do. As if that means they don’t have their own internal life going on.

            • bitofhope@awful.systems
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              3 months ago

              It did in fact come from the *chans, but what I’m wondering is how it became a thing. Anons making wild leaps of logic after being told some people don’t experience verbal inner monologue is still a couple steps removed from the kind of right wing mainstreaming of the weird idea that most people supposedly lack sentience.

              I guess the supposed appeal is in the implicit dehumanization and racism.

              • froztbyte@awful.systems
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                3 months ago

                I guess the supposed appeal is in the implicit dehumanization and racism.

                yeah, that’s actually how I’ve always read it. looking at people in lives stretched to the limit of tolerance by the pure drive for survival, and instead of having a fucking lick of empathy and going “wow yeah, all this is kinda shitty, maybe we should change it” they go “oh yeah very clearly this person is incapable of self-directed behaviour and action”

        • self@awful.systems
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          3 months ago

          see I was just gonna go for “promptfondlin” but I’m glad I hesitated cause this is my new favorite ban reason

          • David Gerard@awful.systemsOPM
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            3 months ago

            I used to do this and it helped my mental state a lot. LSD refresh every 6-12 months.

            gasbag with occasional live one, the most tragic form of bad poster