This weekly roundup thread is intended for all culture war posts. 'Culture war' is vaguely defined, but it basically means controversial issues that fall along set tribal lines. Arguments over culture war issues generate a lot of heat and little light, and few deeply entrenched people ever change their minds. This thread is for voicing opinions and analyzing the state of the discussion while trying to optimize for light over heat.
Optimistically, we think that engaging with people you disagree with is worth your time, and so is being nice! Pessimistically, there are many dynamics that can lead discussions on Culture War topics to become unproductive. There's a human tendency to divide along tribal lines, praising your ingroup and vilifying your outgroup - and if you think you find it easy to criticize your ingroup, then it may be that your outgroup is not who you think it is. Extremists with opposing positions can feed off each other, highlighting each other's worst points to justify their own angry rhetoric, which becomes in turn a new example of bad behavior for the other side to highlight.
We would like to avoid these negative dynamics. Accordingly, we ask that you do not use this thread for waging the Culture War. Examples of waging the Culture War:
-
Shaming.
-
Attempting to 'build consensus' or enforce ideological conformity.
-
Making sweeping generalizations to vilify a group you dislike.
-
Recruiting for a cause.
-
Posting links that could be summarized as 'Boo outgroup!' Basically, if your content is 'Can you believe what Those People did this week?' then you should either refrain from posting, or do some very patient work to contextualize and/or steel-man the relevant viewpoint.
In general, you should argue to understand, not to win. This thread is not territory to be claimed by one group or another; indeed, the aim is to have many different viewpoints represented here. Thus, we also ask that you follow some guidelines:
-
Speak plainly. Avoid sarcasm and mockery. When disagreeing with someone, state your objections explicitly.
-
Be as precise and charitable as you can. Don't paraphrase unflatteringly.
-
Don't imply that someone said something they did not say, even if you think it follows from what they said.
-
Write like everyone is reading and you want them to be included in the discussion.
On an ad hoc basis, the mods will try to compile a list of the best posts/comments from the previous week, posted in Quality Contribution threads and archived at /r/TheThread. You may nominate a comment for this list by clicking on 'report' at the bottom of the post and typing 'Actually a quality contribution' as the report reason.

Jump in the discussion.
No email address required.
Notes -
Minor update on the US-PRC tech competition.
Culture war significance: it matters for the grand strategy understanding and the narrative of the US as the Main Character of History. Personally, I had stopped regularly engaging on this forum when it became clear that the US is, in fact, not such a Main Character (at least for the moment), but just a great power with massive momentum and cultural influence. Not being American, I mainly only care about American cultural affairs insofar as they have global spillover effects. Local legislation news and woke-MAGA strife are overwhelmingly noise for the world, unless they reach some critical volume like peak woke or BLM did. Some American tech, and related politics, is very much not noise. The chip war in particular is very high-signal, so I follow it closely.
It seems something happened behind the scenes after those events in October, when the US Department of Commerce went with the Affiliate Rule, China retaliated with REE+ export controls, and soon enough, by November 1, we've got the usual Trump style Deal. (There's also a subplot with Nexperia/Wingtech, that demonstrates Chinese supply chain power and European ineptitude again, with a similar outcome of the Western actor retreating). Suddenly, on Dec 8, we get the news about Trump permitting the sales of H200 to China (context and understandable rationalist perspective here). China reacts somewhat paradoxically, if your theory of their mind is just «they're desperate for our chips» – as per the FT, «Companies seeking to purchase the H200 would need to submit a request explaining why they cannot use domestically produced chips and undergo an approval process», in continuation of their earlier scrutiny, rejections and negative publicity directed at H20s.
10 days later Reuters breaks the news – which were not quite news for those in the know – about Chinese successes with their EUV effort. The article is somewhat confused, as almost all reporting on Chinese AI and IC tech is; from my private sources, the situation has already moved further on multiple components, like optics and metrology.
What I want to emphasize here is that it's not just trivial «industrial espionage» or IP theft. Their light source project is led by former ASML head of light source technology and «Light source competence owner for metrology in ASML research» Lin Nan. I think that he returned not just for money, nationalism or career opportunities, but because China offered him a more ambitious challenge – he seems interested in solid state lasers, which ASML, constrained by market incentives more than strategic considerations, gave up on. For sure, straightforward IP theft also happens - CXMT's DRAM/HBM progress is apparently propped up by Samsung IP which was, well, illicitly transfered by former employees. And there's very substantial domestic talent pipeline, though people are prone to dismiss their patent/paper counts; they lack brand power, «Changchun Institute of Optics» doesn't have the same zing to it as Zeiss, though you may see it in the news soon.
All in all, China is moving far faster than even I imagined. Now we get reports – straining my credulity, to be honest – that ByteDance doesn't expect Nvidia to sell move than a few hundred thousand cards in China, not because of any trade barriers from either side, but because adequate domestic competition will come online in mid-2026 already. Almost certainly it'll be worse and less power-efficient, at least. But clusters with Chinese hardware are eligible for electricity subsidies, and that may be enough to tip the scales? This logic is corroborated by the surprisingly low leaked price of H200s – just $200.000 for an 8-card module (not sure if that's before of after 25% Trump Tax, but in any case very low, maybe lower than in the US proper, at least pre-tax). Meanwhile that's 5 times more bang for the buck than H20s offered. On the other hand, for now Nvidia is selling old stock; new production is being discussed, but at this rate I don't expect the price to increase. One can reasonably ask if this makes any sense, given that the demand in the US outstrips supply. I think it does, both for complex strategic reasons (mainly ecosystem lock-in, which is in fact a big deal, as I explain here) and simply because the US AI market is becoming a very convoluted circular Ponzi scheme where Nvidia de facto subsidizes companies to buy Nvidia wares. That's more of a potential market meltdown recipe than a revenue source. H200 sales to China, for what it's worth, unambiguously pull in dollars, and both Jensen's fudiciary duty and Trump's deficit-slashing mandate (and to be blunt, likely Trump's corruption) create a strong incentive to greenlight them.
Anyway, what looked like Chinese bluffing and negging at the time the sale of H20s was debated looks more and more like genuine, coherent industrial policy. China is pretty sure it'll have sovereignty in the entire stack of AI development, soon enough, that it will even be capable enough to export its AI hardware products, and the US is acting as if that is likely true – as if the competition is about market share and revenue. They are obviously compute-constrained right now, so DeepSeek V3.2 only catches up to around GPT-5 level, with the usual complaints in the paper. They don't appear to mind this enough to bow and scrape for more American chips at any cost. A large component here is that what they need, they can often rent overseas openly –
– but I think it's primarily about confidence in the domestic supply chain.
Long before all these events, in September, we had a debate with @aquota here, when the topic was selling China relatively worthless H20s. (For my previous take on H20s specifically see here).
He argued:
To which I've replied:
It seems to me that my read on the situation from back then, both the big picture and its implications for compute strategy, is now shared by both the USG and the CPC. The former is trying to regain its position and revenue in the Chinese GPU market and slow down Huawei/Cambricon/Kunlun/etc. ecosystem development by flooding the zone with mature Nvidia chips that will be adopted by all frontier players (eg DeepSeek again – they have a deep bench of Nvidia-specific talent and aren't willing to switch to half-baked Ascend CANN). The latter is more worried about preventing the US from doing that than about gaining moar FLOPS in the short run.
In conclusion, I want to congratulate Americans again with having found a true peer, for the first time since the decline of the British empire. Germans, Japanese and my own people had failed to provide enough stimulation, so Americans have grown lonely and fat at the top.
Aquota said:
I do not, in fact, "understand" this. Like, that may be the case and we'll just have Pax Sinica. I'm okay with it but I'm not Sinophilic enough to expect it. Even reduced to "just a great power", the US is poised to remain a historical force.
For now the loss of the indisputable Main Character status is being processed traumatically, with anger, denial and exaggeration of the costs of that loss if it were to really happen. But as its reality sinks in, this trauma may become fertile grounds for some cultural Renaissance in the United States. Less capeshit, more self-awareness. I may even come to care about it for reasons aside from global consequences.
…Of course, we can still entertain the hypothesis that all of the above is some interesting ephemera and this final dash of the Chosen Nation towards AGI-powered Rapture and completion of history is the real story of the times. I won't completely discount it, we shall see.
I agree with the general point about the US losing its broad supremacy. In many fields, America is well behind with little prospect of catching up and there is indeed an unseemly amount of American reflexive dismissal of inferiority. Too many clowns on twitter posting about blowing up the Three Gorges Dam. There's an alarmingly casual attitude to conflict in the information sphere of today's world, as though it's something you can just start and end as you please. War is the most serious matter there is, it must be considered coldly and carefully.
Won't the US enjoy a quantitative and qualitative superiority in AI though, based on the compute advantage, through to at least the 2030s? Chinese models are pretty good and very cost-efficient but lean more towards benchmaxxed than general intelligence. GLM-4.7 for instance, supposedly it has stats comparable to Opus 4.5. But my subjective testing throws up a huge disparity between them, Opus is much stronger. It one-shots where others flounder. That's what you'd expect given the price difference, it's a lightweight model vs a heavyweight model... but where are the Chinese heavyweight models? They only compete on cost-efficiency because they can't get the compute needed for frontier performance. If Teslas cost 40K and BYD costs 20K and Tesla doesn't just get wrecked by BYD, then it would show that there's a significant qualitative gap. In real life of course BYD is wrecking Tesla, they have rough qualitative parity and so cost-efficiency dominates. But Chinese AI doesn't seem to have a competitive advantage, not on openrouter anyway, despite their cost-efficiency they lack the neccessary grunt.
If AGI isn't a big deal and it ends up being a cost-efficiency game of commoditized AI providing modest benefits, then China wins. Zero chance for America in any kind of prolonged competition against such a huge country. America is too dopey to have a chance, letting China rent Blackwell chips is foolish. Too dopey to do diplomacy coherently, too dopey to shut down the open-air fent markets, too dopey to build frigates... America is probably the ablest and most effectively run country in the Western bloc overall. That is not a very high bar to meet. The US would need to be on another level entirely to beat China. It's that same lightweight v heavyweight competition.
But if AI/AGI/ASI is a big deal, then America enjoys a decisive advantage. Doesn't matter if China has 20 AGI at Lvl 5 if the US has 60 at Lvl 8. I think a significantly more intelligent AI is worth a lot more than cheaper and faster AI in R&D, robotics, cyberwarfare, propagandizing, planning. And just throwing more AI at problems is naturally better. There will be a huge compute drought. There's a compute drought right now, AI is sweeping through the whole semiconductor sector like Attila the Hun, razing (raising) prices.
China doesn't have the necessary HBM, the necessary HBM just doesn't exist. Even America is struggling, let alone China. Even if China had enough good chips to go with their good networking, there's no good memory to go with them.
In a compute drought, the compute-rich country is king. In an AI race, the compute-rich country is king. China would be on the back foot and need to use military force to get back in the game.
What does that gain you when China can move matter?
Exactly. Most of these takes suppose AGI is achievable on a real timeframe and that AGI then immediately shortcuts through the physical and political realities of the day. The majority of the West is hilariously obstructionist already, even if AGI happens it's not gonna assume direct control immediately.
More options
Context Copy link
More options
Context Copy link
More options
Context Copy link
More options
Context Copy link