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AI safety / x-risk folks have in fact made extensive and detailed arguments. Occasionally, folks arguing against them rise to the same standard. But most of the
by JoshTriplett 3y ago
AI safety / x-risk folks have in fact made extensive and detailed arguments. Occasionally, folks arguing against them rise to the same standard. But most of the arguments against AI safety look a lot more like name-calling and derision: "nuh-uh, that's sci-fi and unrealistic (mic drop)". That's not a counterargument.
> If we're talking about nuclear weapons, for example, the tech is clear, the pattern of human behaviour is clear: they could cause immense, species-level damage.
That's easy to say now, now that the damage is largely done, they've been not only tested but used, many countries have them, the knowledge for how to make them is widespread.
How many people arguing against AI safety today would also have argued for widespread nuclear proliferation when the technology was still in development and nothing had been exploded yet? How many would have argued against nuclear regulation as being unnecessary, or derided those arguing for such regulation as unrealistic or sci-fi-based?
- kolektiv 3y agoI understand your point, I think - and certainly I don't want to go anywhere near name-calling or derision, that doesn't help anyone. But I am reminded of arguments I've had with creationists (I am not comparing you with them, but sometimes the general tone of the debate). It seems like one side is making an extraordinary claim, and then demanding the other side rebut it, and that's not something that seems reasonable to me. The thing about nuclear weapons is that the theoretical science was clear before the testing - building and testing them was proof by demonstration, but many people agreed with the theory well before that. How they would be used was certainly debated, but there was a clear and well-explained proposal for every step of their creation, which could be tested and falsified if needed. I don't think that's the case here - there seems to be more of a claim for a general acceleration with an inevitable endpoint, and that claim of inevitability feels very short on grounding. I am more than prepared to admit that I may not be seeing (for various reasons) the evidence that this is near/possible - but I would also claim that nobody is convincingly showing any either.
- melagonster 3y agoCompanies declare that they are trying to build better AI, and the ultimately purpose is AGI. Both the definition of AGI given by the company and by AI aliment/safety researchers is similar. AI safety people trust it is dangerous. let me go continue using a nuclear bomb as a metaphor. if we don't know whether building nuclear bomb is possible, but some companies declare they have existing progress on creating this new bomb... the danger of nuclear bomb is obvious, because it is designed as a bomb. companies are trying to build the AGI which is similar to the dangerous AGI in AI safety researchers' prediction. the dangers are obvious, too.
- kolektiv 3y agoThey declare that - but I could also declare I'm trying to build a nuclear bomb (n.b. I'm not). Whether people are likely to try and stop me, or try and apply some legal non-proliferation framework, is partly influenced by whether they believe what I'm claiming is realistic (it's not - I have a workshop, but no fissile material). Nobody gets too worried about me doing something which would be awful, but the general consensus is that I won't achieve. Until a company gives some credible evidence they're close to AGI... (And companies have millions/billions of reasons to claim they are when they're not, so scepticism is warranted).
- psychoslave 3y agoAll good points. Now playing viled advocate: building a nuclear bomb in my basement was very difficult, I admit. But since I already have my spywares installed everywhere, the moment a dude come with an AGI, it will directly be shared to all my follow hackers through bittorent, eDonkey, Hyphanet, Gnunet, Kad and Tor, just to name a few.
- Snow_Falls 3y agoIt is surely better to have regulation now than scramble to catch up if ago is possible.
- daynthelife 3y ago
- foo3a9c4 3y ago> With AI, there still seems to be a lot of hand-waving between where we are now and "AGI". > I am more than prepared to admit that I may not be seeing (for various reasons) the evidence that this is near/possible - but I would also claim that nobody is convincingly showing any either. If I understand you correctly, then (1) you doubt that AGI systems are possible and (2) even if they are possible, you believe that humans are still very far away from developing one. The following is an argument for the possibility of AGI systems. Premise 1: Human brains are generally intelligent. Premise 2: If humans brains are generally intelligent, then software simulations of human brains at the level of inter-neuron dynamics are generally intelligent. Conclusion: Software simulations of human brains at the level of inter-neuron dynamics are generally intelligent. (fyi I believe there is an ~82% chance humans will develop an AGI within the next 30 years.)
- scotty79 3y agoAlso (3) that AGI in practice will necessarily pose any danger to humans is doubtful. After all Earth has billions of human level intelligence and nearly all of them are useless and if they are even mildly dangerous it's rather due to their numbers and disgusting biology than intelligence.
- kolektiv 3y agoFor info: I don't believe (1), I do believe (2) although not that strongly - it's more likely to be a leap than a gradient, I suspect - I simply don't see anything right now that convinces me it's just over the next hill. Your conclusion... maybe, yes - I don't think we're anywhere near a simulation approach with sufficient fidelity however. Also 82% is very specific!
- foo3a9c4 3y ago> For info: I don't believe (1), I do believe (2) although not that strongly Thanks for clarifying. Do you believe there is a better than 20% chance that humans will develop AGI in the next 30 years? > I simply don't see anything right now that convinces me it's just over the next hill. These are the reasons that I believe we are close to developing an AGI system. (1) Many smart people are working on capabilities. (2) Many investment dollars will flow into AI development in the near future. (3) Many impressive AI systems have recently been developed: Meta's CICERO, OpenAI's GPT4, DeepMind's AlphaGo. (4) Hardware will continue to improve. (5) LLM performance significantly improved as data volume and training time increased. (6) Humans have built other complex artefacts without good theories of the artefact, including: operating systems, airplanes, beer.
- hollerith 3y ago>I don't want to go anywhere near name-calling or derision, that doesn't help anyone. Characterizing your opponent's argument as an appeal to "underpants gnomes" struck me as derisive, if you don't mind my saying. If space ships operated by an alien civilization appeared in orbit above Earth, wouldn't that constitute a potent danger? I'd say it certainly would because the aliens might be (and probably were if they could travel here) better at science and technology than we are. The AI labs by the own admission are trying to create an alien intelligence as good at science and technology as possible. Yes, they're probably at least a decade or two away from "succeeding" at creating one better at science and technology than well-funded teams of humans are, but the AI labs might surprise us (and surprise themselves) by "succeeding" much sooner : everyone including I'm sure the researchers at OpenAI were surprised when GPT-4 was able to score in the 90th percentile on the bar exam. Because even the researchers creating these frontier models don't understand them well enough to say for sure that the next model they spend hundreds of millions of dollars of GPU time training will exceed human ability in something dangerous like inventing new military technologies, the time to stop creating new large frontier models is now. GPT-4 has a lot of knowledge of the world, but it is much less capable than a human is (and more to the point, than a capable human organization like the FBI or Microsoft is) at devising plans able to withstand determined human opposition. One of the things I'm worried about is new models that are much better at such a planning task _and_ have lots of knowledge about things like physics and human nature. One reason to worry that such a new model is not far off is that AlphaZero is better than humans at creating plans that can withstand determined human opposition (but of course AlphaZero has no knowledge of and in fact no way of obtaining knowledge of any part of reality beyond a Go board).
- te_chris 3y agoAn extensive HYPOTHETICAL argument, stuffed with assumptions far beyond the capabilities of the technologies they're talking about for their own private ends.
- ben_w 3y agoIf the AI already had the capabilities, it would be a bit late to do anything. Also, I'm old enough to remember when computers were supposedly "over a century" away from beating humans at Go: https://www.businessinsider.com/ai-experts-were-way-off-on-when-a-computer-could-win-go-2016-3 https://www.businessinsider.com/ai-experts-were-way-off-on-w... (And that AI could "never" drive cars or create art or music, though that latter kind of claim was generally made by non-AI people).
- ImHereToVote 3y agoYeah but AI tech can never rise to the sophistication of outputting Napoleon or Edvard Bernays level of goal to action mapping. Those goal posts will never move. They are set in stone.
- ben_w 3y agoThe trouble is, there's enough people out there that hold that position sincerely that I'm only 2/3rds sure (and that from the style of your final sentences rather than any content) that you're being snarky.
- sensanaty 3y agoThe point of the discussion is to have a look at the possible future ramifications of the technology, so it's only logical to talk about future capabilities and not the current ones. Obviously the current puppet chatbots aren't gonna be doing much ruining (even that's arguable already judging by all the layoffs), but what are future versions of these LLMs/AIs going to be doing to us? After all, if we only discussed the dangers of nuclear weapons after they've been dropped on cities, well that's too little too late, eh?
- hanselot 3y agoIs it not a bit disingenuous to assume all open source AI proponents would readily back nuclear proliferation? It's going to be hard to convince anyone if the best argument is terminator or infinite paperclips. The first actual existential threat is destruction of opportunity specifically in the job market. The same argument though can be made for the opposing side, where making use of ai can increase productivity and open up avenues of exploration that previously required way higher opportunity cost to get into. I don't think Miss Davis is more likely an outcome than corps creating a legislative moat (as they have already proven they will do at every opprtunity). The democratisation of ai is a philanthropic attempt to reduce the disparity between the 99 and 1 percent. At least it could be easily perceived that way. That being said, keeping up with SOTA is currently still insanely hard. The number of papers dropping in the space is exponential year on year. So perhaps it would be worth to figure out how to use existing AI to fix some problems, like unreproducable results in academia that somehow pass peer review.
- waffletower 3y agoIndeed, both sentient hunt and destroy (ala Terminator) and resource exhaustion (ala infinite paperclips) are extremely unlikely extinction events due to supply chain realities in physical space. LLMs have developed upon largely textual amalgams, they are orthogonal to physicality and would need arduous human support to bootstrap an imagined AGI predecessor into havig a plausible auto-generative physical industrial capability. The supply chain for current semi-conductor technology is insanely complex. Even if you confabulate (like a current generation LLM I may add) an AGI's instant ability to radically optimize supply chains for its host hardware, there will still be significant human dependency on physical materials. Robotics and machine printing/manufacturing simply are not any where near the level of generality required for physical self-replication. These fears of extinction, undoubtedly born of stark cinematic visualization, are decidedly irrational and are most likely deliberately chosen narratives of control.
- deleted 3y ago[deleted]
- reissbaker 3y agoTBQH, most of the AI safety x-risk arguments — different than just "AI safety" arguments in the sense that non-x-risk issues don't seem worth banning AI development over — are generally pretty high on the hypotheticals. If you feel the x-risk arguments aren't pretty hypothetical, can you: 1. Summarize a good argument here, or 2. Link to someone else's good argument? I feel like hand-waving the question away and saying "[other people] have in fact made extensive and detailed arguments" isn't going to really convince anyone... Any more than the hypothetical robot disaster arguments do. Any argument against x-risk can be waved off with "Oh, I'm not talking about that bad argument, I'm talking about a good one," but if you don't provide a good one, that's a bit of a No True Scotsman fallacy. I've read plenty of other people's arguments! And they haven't convinced me, since all the ones I've read have been very hypothetical. But if there are concrete ones, I'd be interested in reading them.
- gjm11 3y agoConsider a world in which AI existential risk is real: where at some point AI systems become dramatically more capable than human minds, in a way that has catastrophic consequences for humanity. What would you expect this world to look like, say, five years before the AI systems become more capable than humans? How (if at all) would it differ from the world we are actually in? What arguments (if any) would anyone be able to make, in that world, that would persuade you that there was a problem that needed addressing? So far as I can tell, the answer is that that world might look just like this world, in which case any arguments for AI existential risk in that world would necessarily be "very hypothetical" ones. I'm not actually sure how such arguments could ever not be hypothetical arguments, actually. If AI-doom were already here so we could point at it, then we'd already be dead[1]. [1] Or hanging on after a collapse of civilization, or undergoing some weird form of eternal torture, or whatever other horror one might anticipate by way of AI-doom. So I think we either (1) have to accept that even if AI x-risk were real and highly probable we would never have any arguments for it that would be worth heeding, or (2) have to accept that sometimes an argument can be worth heeding even though it's a hypothetical argument. That doesn't necessarily mean that AI x-risk arguments are worth heeding. They might be bad arguments for reasons other than just "it's a hypothetical argument". In that case, they should be refuted (or, if bad enough, maybe just dismissed) -- but not by saying "it's a hypothetical argument, boo".
- 127 3y agoWhat are the good arguments? Here are the only credible ones I've seen, that are actually somewhat based on reality: * It will lead to widespread job loss, especially on the creative industries Rest is purely out of someones imagination.
- fireflash38 3y agoIt can cause profound deception and even more "loss of truth". If AI only impacted creatives I don't think anyone would care nearly as much. It's that it can fabricate things wholesale at volumes unheard of. It's that people can use that ability to flood the discourse with bullshit.
- roenxi 3y agoSomething we discovered with the advent of the internet is that - likely for the last century or so - the corporate media have been flooding the discourse with bullshit. It is in fact worse than previously suspected, they appear to be actively working to distract the discourse from talking about important topics. It has been eye opening how much better the podcast circuit has been at picking apart complex scientific, geopolitical and financial situations than the corporate journalists. A lot of doubt has been cast on whether the consensus narrative for the last 100 years has actually been anything close to a consensus or whether it is just media fantasies. Truthfully it is a bit further than just casting doubt - there was no consensus and they were using the same strategy of shouting down opinions not suitable to the interests of the elite class then ignoring them no matter what a fair take might sound like. A "loss of truth" from AI can't reasonably get us to a worse place than we were in prior to around the 90s or 2000s. We're barely scratching at the truth now, society still hasn't figured this internet thing out yet.
- jocoda 3y ago> It can cause profound deception and even more "loss of truth". I think that ship has already sailed. This is already being done, and we don't need AI for that either. Modern media is doing a pretty good job right now. Of course, it's going to get worse.
- baobabKoodaa 3y ago> AI safety / x-risk folks have in fact made extensive and detailed arguments. Can you provide examples? I have not seen any, other than philosophical hand waving. Remember, the parent poster of your post was asking for a specific path to destruction.
- ssrlcc 3y agoAGI safety from first principles [1] is a good write-up. You can read more about instrumental convergence, reward misspecification, goal mis-generalization and inner misalignment, which are some specific problems AI Safety people care about, by glossing through the curricula of the AI Alignment Course [2], which provides pointers to several relevant blogposts and papers about these topics. [1] https://www.alignmentforum.org/s/mzgtmmTKKn5MuCzFJ https://www.alignmentforum.org/s/mzgtmmTKKn5MuCzFJ [2] https://course.aisafetyfundamentals.com/alignment https://course.aisafetyfundamentals.com/alignment
- ssrlcc 3y agoAGI safety from first principles [1] is a good write-up. You can read more about instrumental convergence, reward misspecification, goal mis-generalization and inner misalignment, which are some specific problems AI Safety people care about, by glossing through the curricula of the AI Alignment Course [2], which provides pointers to several relevant blogposts and papers about these topics. [1] https://www.alignmentforum.org/s/mzgtmmTKKn5MuCzFJ https://www.alignmentforum.org/s/mzgtmmTKKn5MuCzFJ [2] https://course.aisafetyfundamentals.com/alignment https://course.aisafetyfundamentals.com/alignment
- baobabKoodaa 3y agoIs there a clear argument that I can read without spending more than 15 minutes of my time reading the argument? If such an argument exists somewhere, can you point to it? Also note we were talking about modern day LLM AIs here, and their descendants. We were not talking about science fiction AGIs. Unless of course you have an argument as to how one of these LLMs somehow descends into an AGI.
- baobabKoodaa 3y ago> That's easy to say now, now that the damage is largely done, [nuclear weapons] been not only tested but _used_, many countries have them, the knowledge for how to make them is widespread. AI has also been used, and many countries have AI. See how this is different from nuclear weapons?
- ImHereToVote 3y agoThis is a fantastic argument if capabilities stay frozen in time.
- api 3y agoThey've made extensive and detailed arguments, but they are not rooted in reality. They are rooted in speculation and extrapolation built on towers of assumptions (assumptions, then assumptions about assumptions). It reminds me a bit of the Fermi paradox. There's nothing wrong with engaging in this kind of thinking. My problem is when people start using it as a basis for serious things like legislation. Should we ban high power radio transmissions because a rigorous analysis of the Fermi paradox suggests that there is a high probability we are living in a 'dark forest' universe?