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this post was submitted on 03 Nov 2026
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I was a programmer for 25 years. I always figured I could have made a contribution to AI research, but the opportunity never came up (I was too busy writing Skype clones for cable companies and ISPs that were never used by anyone). I regretted this for a long time, but not any more. I never imagined AI would be this fucking bad, "bad" in the sense of bad for humanity and just plain bad as a product.
It's cause it's not AI
FWIW I always felt my contribution would have been towards "real" AI rather than the current pseudo-AI stuff that is all the rage. In addition to being a programmer, I also have a background in evolutionary biology and neuroanatomy. The "neural networks" that are part of current AI were originally based on the understanding of how neurons function that existed in the 1970s, and they were (and are still) a poor implementation of that level of knowledge. IMHO true AI can be achieved by more accurate simulation of how real neurons and real neural networks function and how they have come about in the real world through hundreds of millions of years of evolution by natural selection.
That being said, "real" AI is probably going to be even worse for humanity than this current stuff is, so at least I'm glad that blood won't be on my hands.
I really don't understand this perspective, and it's my biggest gripe with Chollet and his ilk as well. What, in your opinion, makes neuro-symbolic AI inherently superior to (the currently better performing) statistical methods?
Please stop using this argument. Unless you also brought it up every single time the term was used in videogames etc
It's a bad argument that relies on pure language semantics that helps no one and undermines any good argument against it because it weakens your stance
no. no because in video games it was understood that the "ai: very hard" was not actually ai, it was computer player. it did actually use some very early research in the field, but it was not ai and even at age ten I knew that. ai would not have so many dumb pathing problems. nobody was trying to tell me the AI from unreal:tournament or starcraft: brood war had feelings or was going to conquer the world, so clarification was not required.
It's as much AI as when they made the chess computer that beat Kasparov, it's just not a very sophisticated AI.
its not ai. its not on the cutting edge of the field of researching ai. its not progress. it does not get us closer. it does not tell us anything about ourselves or information science we didn't learn from satoshi nakamoto or Adolph Hitler years earlier.
What is AI to you then? Is the only thing that's AI a fully working consciousness but running on silicon instead of synapses?
If we fix the name, it will not change what it does, and it probably won't fix how people use and feel about it. "Really Good Guessing Machine" is less marketable than "Artificial Intelligence", and much closer to the truth, but CEOs would be willing to take credit for laying off 20% of their workforce because they have RGGM now.
Maybe "Predictive Token Gamble", to convey that all it does is predict tokens, and each output, each use case, and the entire industry as a whole is a gamble... "PTG reduced our human capital expenditure by 20%" still goes a long way, though.
How is what people do any better or different than the Really Good Guessing Machine?
You are spot on, and the ones downvoting you are simply wrong.
it's funny because they are literally proving my point. But oh well
I do bring it up every case and even if I didn't this case it's an important distinction. Artificial intelligence is a marketing term used to conjure images of Jarvis and what not in people heads.
Video games companies never claimed to have near sentiment AGI baked into their games that would replace all human workers or blow up the world.
The term artificial intelligence is used to anthropomorphize LLMs as weird as that seems.
It is an important distinction. These are large language models, not reasoning models, not AGI, not artificial life not artificial intelligence.
I know that term as been used by the machine learning community in the past to mean things like decision trees and general models, and it didn't really matter much then but it matters A LOT now.
Words have meanings. This isn't arguing semantics, it's using words as they are intended so we can communicate effectively about something in the world. To argue otherwise is naive, dishonest, and quite honestly just annoying.
Hi I'm new to this debate and I agree with you that language matters and all that stuff you said at the end. That being said, I'm firmly in the camp of "LLMs are bad, but a 'true' AI would be even worse for us". I could type up several paragraphs diving into the several reasons why I think that way, but to save time (and to get back to my job) I'm just going to steal this Frank Herbert quote:
Do I think AI, in a vacuum, is always bad and will be no matter who or what makes it? No, not necessarily. But whatever we build will be inherently, and intrinsically tied to the micro- and macro-systems of our society, which are all DEEPLY fucked. Consequently, any AI we bring in would also, even if not initially, end up as being equally, deeply, fucked and end up being far, FAR more detrimental than positive
we can argue what actual ai would be, as long as we agree that it remains very firmly in the realm of science fucking fiction, just this side of inertial dampener fields and FTL travel.
I do agree that any ai made by this society as it exists would be apocalyptic. all its stories about 'evil ai' are just metaphors for itself. we have already given up our thinking to computers (which don't yet think) and corporations and kings and markets. we fucking love giving up our thinking. it's like the whole appeal of fascism for most fascists.
By any definition of AI, a rock could be intelligent. If you interpret it as doing something that resembles intelligence, that is intelligence as we understand it. It wouldn't likely be widely accepted, but the going definition of intelligence accepts that broadness.
they literally are. AI is a very broad term. They are just not AGI.
People need to learn that categories exist and have grouping hirarchies. You're proving my point wonderfully
Exactly. My farts are AI. I agree!
It most definitely is AI, and the guy is a Nobel Price winner for making a breakthrough in AI programming.
Contrary to you, he actually knows what he is talking about.
so there is a field of ai. it's a real thing. we don't have it yet, but, like cold fusion, we're pretty sure its possible and the steps along the way are fascinating. even partial steps have wide reaching applications and philosophical implications. it is the absolute coolest shit, and gets exactly 0 funding these days.
the thing all the data centers RAM water electricity and economy are backing right now is not ai. it's what happens when a magic trick and a ponzi scheme fuck on a pile of cocaine in a Pharaoh's tomb. I say that to the audience here, because there's really no point talking to someone who's still a partisan the other way.
We most definitely have AI, on the other hand cold fusion is NOT possible, you are wrong on both counts.
Oh look its the physics knower. What do you mean cold fusion isn't possible? Did you come up with the theory of everything and fail to mention it to the rest of us? We DONT KNOW what is possible. Science is not even 5% of the way towards figuring out the entire universe. Such a definite answer is in no way verifiable. You could say it's not possible for us to do it right now. That's true. But saying it's entirely not possible is about as backed by evidence as your typical religious claim.
we also have warp travel the warhammer kind not the star trek kind.