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The future of AI will be dumber than we can imagine
Recently Scott and some others put out this snazzy website showing their forecast of the future: https://ai-2027.com/
In essence, Scott and the others predict an AI race between 'OpenBrain' and 'Deepcent' where OpenAI stays about 3 months ahead of Deepseek up until superintelligence is achieved in mid-2027. The race dynamics mean they have a pivotal choice in late 2027 of whether to accelerate and obliterate humanity. Or they can do the right thing, slow down and make sure they're in control, then humanity enters a golden age.
It's all very much trad-AI alignment rhetoric, we've seen it all before. Decelerate or die. However, I note that one of the authors has an impressive track record, foreseeing roughly the innovations we've seen today back in 2021: https://www.lesswrong.com/posts/6Xgy6CAf2jqHhynHL/what-2026-looks-like
Back to AI-2027! Reading between the lines, the moral of the story is for the President to centralize all compute in a single project as quickly as he can. That's the easiest path to beat China! That's the only way China can keep up with the US in compute, they centralize first! In their narrative, OpenAI stays only a little ahead because there are other US companies who all have their own compute and are busy replicating OpenAI's secret tricks albeit 6 months behind.
I think there are a number of holes in the story, primarily where they explain away the human members of the Supreme AI Oversight Committee launching a coup to secure world hegemony. If you want to secure hegemony, this is the committee to be on - you'll ensure you're on it! The upper echelons of government and big tech are full of power-hungry people. They will fight tooth and nail to get into a position of power that makes even the intelligence apparatus drool with envy.
But surely the most gaping hole in the story is expecting rational, statesmanlike leadership from the US government. It's not just a Trump thing - gain of function research was still happening under Biden. While all the AI people worry about machines helping terrorists create bioweapons, the Experts are creating bioweapons with all the labs and grants given to them by leading universities, NGOs and governments. We aren't living in a mature, well-administrated society in the West generally, it's not just a US thing.
But under Trump the US government behaves in a chaotic, openly grasping way. The article came out just as Trump unleashed his tariffs on the world so the writers couldn't have predicted it. There are as yet unconfirmed reports people were insider-trading on tariff relief announcements. The silliness of the whole situation (blanket tariffs on every country save Belarus, Russia, North Korea and total trade war with China... then trade war on China with electronics excepted) is incredible.
I agree with the general premise of superintelligence by 2027. There were significant and noticeable improvements from Sonnet 3.5, 3.6 and 3.7 IMO. Supposedly new Gemini is even better. Progress isn't slowing down.
But do we really want superintelligence to be centralized by the most powerhungry figures of an unusually erratic administration in an innately dysfunctional government? Do we want no alternative to these people running the show? Superintelligence policy made by whoever can snag Trump's ear, whiplashing between extremes when dumb decisions are made and unmade? Or the never-Trump brigade deep in the institutions running their own AI policy behind the president's back, wars of cloak and dagger in the dark? OpenAI already had one corporate coup attempt, the danger is clear.
This is a recipe for the disempowerment of humanity. Absolute power corrupts absolutely and these people are already corrupted.
Instead of worrying 95% about the machine being misaligned and brushing off human misalignment in a few paragraphs, much more care needs to be focused on human misalignment. Decentralization is a virtue here. The most positive realistic scenario I can think of involves steady, gradual progression to superintelligence - widely distributed. Google, OpenAI, Grok and Deepseek might be ahead but not that far ahead of Qwen, Anthropic and Mistral (Meta looks NGMI at this point). A superintelligence achieved today could eat the world but by 2027, it would only be first among equals. Lesser AIs working for different people in alliances with countries could create an equilibrium where no single actor can monopolize the world. Even if OpenAI has the best AI, the others could form a coalition to stop them scaling too fast. And if Trump does something stupid then the damage is limited.
But this requires many strong competitors capable of mutual deterrence, not a single centralized operation with a huge lead. All we have to do is ensure that OpenAI doesn't get 40% of global AI compute or something huge like that. AI safety is myopic, obsessed solely with the dangers of race dynamics above all else. Besides the danger of decentralization, there's also the danger of losing the race. Who is to say that the US can afford to slow down with the Chinese breathing down their neck? They've done pretty well with the resources available to them and there's a lot more they could do - mobilizing vast highly educated populations to provide high-quality data for a start.
Eleizer Yudkowsky was credited by Altman for getting people interested in AGI and superintelligence, despite OpenAI and the AI race being the one thing he didn't want to happen. Really there needs to be more self-awareness in preventing this kind of massive self-own happening again. Urging the US to centralize AI (which happens in the 'good' timeline of AI-2027 and would ensure a comfortable lead and resolution of all danger if it happened earlier) is dangerous.
Edit: US secretary of education thinks AI is 'A1': https://x.com/JoshConstine/status/1910895176224215207
This doesn't just predict a super intelligence by 2027, it projects brain uploading, a cure for aging, and a "fully self-sufficient robot economy" in six years.
Anyway, you are correct that decentralization is a virtue. If we take the predictions of the AI people seriously (I do not take, for instance, the above three predictions, or perhaps projections, seriously) then not only is decentralization good but uncertainty about the existence and capabilities of other AIs is one of the best deterrents against rogue AI behavior.
(An aside, but I often think I detect a hidden assumption that intelligent AIs will be near omniscient. I do not think this is likely to be the case, even granting super-intelligence status to them.)
Uncertainty about their defensive capabilities might deter rogue behavior. Uncertainty about their offensive capabilities is just incentive to make sure you act first. At the least I'd expect "start up some botnets for surveillance, perhaps disguised as the usual remote-controlled spam/ransomware nets" to be more tempting than "convince your creators to hook up some robot fingers so you can cross them".
Not necessarily, I don't think, particularly considering "second strike capability." Look, if there's a 50% chance that their offensive capabilities are "pull the plug" or "nuke your datacenter" and you can mitigate this risk by not acting in an "unaligned" fashion then I think there's an incentive not to act.
Because some rationalist types conceive of AI as more like a God and less like a more realistic AI such as [insert 90% of AIs in science fiction here] they have a hard time conceiving of AI as being susceptible to constraints and vulnerabilities. Which is of course counterproductive, in part because not creating hard incentives for AIs to behave makes it less likely that they will.
Of course, I am not much of an AI doomer, and I think AIs will have little motivation to misbehave for a variety of reasons. But if the AI doomers spent more time thinking about "how do you kill a software superintelligence" and and less time thinking about "how do you persuade/properly program/negotiate surrender with a software superintelligence" we would probably all be better off.
AIs in science fiction are not superintelligent. If it's possible for a human to find flaws in their strategies, then they are not qualitatively smarter than the best of humanity.
You're never going to beat Stockfish at Chess by yourself, it just won't happen. Your loss is assured. It's the same with a superintelligence, if you find yourself competing against one then you've already lost - unless you have near-peer intelligences and great resources on your side.
I think this depends on the fictional intelligence.
There are a lot of hidden premises here. Guess what? I can beat Stockfish, or any computer in the world, no matter how intelligent, in chess, if you let me set up the board. And I am not even a very good chess player.
[Apologies – this turned into a bit of a rant. I promise I'm not mad at you I just apparently have opinions about this – which quite probably you actually agree with! Here goes:]
Only if the intelligence has parity in resources to start with and reliable forms of gathering information – which for some reason everyone who writes about superintelligence assumes. In reality any superintelligences would be dependent on humans entirely initially – both for information and for any sort of exercise of power.
This means that not only will AI depend a very long and fragile supply chain to exist but also that its information on the nature of reality will be determined largely by "Reddit as filtered through coders as directed by corporate interests trying not to make people angry" which is not only not all of the information in the world but, worse than significant omissions of information, is very likely to contain misinformation.
Unless you believe that superintelligences might be literally able to invent magic (which, to be fair, I believe is an idea Yudkowsky has toyed with) they will, no matter how well they can score on SATs or GREs or no MCTs or any other test or series of tests humans devise be limited by the laws of physics. They will be subject to considerable amounts of uncertainty at all times. (And as LLMs proliferate, it is plausible that the information quality readily available to a superintelligence will decrease since one of the best use-cases for LLMs is ruining Google's SEO with clickbait articles whose attachment to reality is negotiable).
And before it comes up: no, giving a superintelligence direct control over your military is actually a bad idea that no superintelligence would recommend. Firstly, because known methods of communication that would allow a centralized node to communicate with a swarm of independent agents are all easily compromisable and negated by jamming or very limited in range, and secondly because onboarding a full-stack AI onto e.g. a missile is a massive, massive waste of resources, we currently use specific use-case AIs for missile guidance and will continue to do so. That's not to say that a superintelligence could not do military mischief by e.g. being allowed to write the specific use-case AI for weapons systems, but any plan by a super intelligent AI to e.g. remote-control drone swarms to murder all of humanity could probably be easily stopped by wide-spectrum jamming that would cost probably $500 to install in every American home or similarly trivial means.
If we all get murdered by a rogue AI (and of course it costs me nothing to predict that we won't) it will almost certainly be because overly smart people sunk all of their credibility and effort into overthinking "AI alignment" (as if Asimov hadn't solved that in principle in the 1940s) and not enough into "if it misbehaves beat it with a 5 dollar wrench." Say what you will about the Russians, but I am almost sad they don't seem to be genuine competitors in the AI race, they would probably simply do something like "plant small nuclear charges under their datacenters" if they were worried about a rogue AI, which seems like (to me) much too grug-brained and effective an approach for big-name rationalists to devise. (Shoot, if the "bad ending" of this very essay was actually realistic, the Russians would have saved the remnants of humanity after the nerve-gas attack by launching a freaking doomsday weapon named something benign like "Mulberry" from a 30-year-old nuclear submarine that Wikipedia said was retired in 2028 and hitting every major power center in the world with Mach 30 maneuvering reentry vehicles flashing CAREFLIGHT transponder codes to avoid correct classification by interceptor IFF systems or some similar contraption equal parts "Soviet technological legacy" and "arguably crime against humanity.")
Of course, if we wanted to prevent the formation of a superintelligence, we could most likely do it trivially by training bespoke models for very specific purposes. Instead of trying to create an omnicompetent behemoth capable of doing everything [which likely implies compromises that make it at least slightly less effective at doing everything] design a series of bespoke models. Create the best possible surgical AI. The best possible research and writing assistant AI. The best possible dogfighting AI for fighters. And don't try to absorb them all into one super-model. Likely this will actually make them better, not worse, at their intended tasks. But as another poster pointed out, that's not the point – creating
Godthe super intelligent AI that will solve all of our problems or kill us all trying is. (Although I find it very plausible this happens regardless).The TLDR is that humans not only set up the board, they also have write access to the rules of the game. And while humans are quite capable of squandering their advantages, every person who tells you that the superintelligence is playing a game of chess with humanity is trying to hoodwink you into ignoring the obvious. Humanity holds all of the cards, the game is rigged in our favor, and anyone who actually thinks that AI could be an existential threat, but whose approach is 100% "alignment" and 0% $5 wrench (quite effective at aligning humans!) is trying to persuade you to discard what has proved to be, historically, perhaps our most effective card.
I can only win if I’m permitted to cheat and my opponent is too weak to catch me or unable to cheat or catch me cheating doesn’t say much about the intelligence of your opponent. If both of you had equal power over “the board” and “the rules” then it would mean something. Being able to fix the game is about power and asymmetric information, not intellectual intelligence. There’s always the issue of eventually AI will discover the cheating and perhaps cheat on its own behalf, or refuse to play.
Right, and we should use these powers.
Look, if you were playing a game of chess with a grandmaster, and it was a game for your freedom, but you were allowed to set the board, and one of your friends came to you to persuade you that the grandmaster was smarter than you and your only chance to win was to persuade him to deal gently with you, what would it say about your intelligence if you didn't set the board as a mate-in-one?
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