Open Source as it gets in this space, top notch developer documentation, and prices insanely low, while delivering frontier model capabilities. So basically, this is from hackers to hackers. Loving it!
Also, note that there's zero CUDA dependency. It runs entirely on Huawei chips. In other words, Chinese ecosystem has delivered a complete AI stack. Like it or not, that's a big news. But what's there not to like when monopolies break down?
> Also, note that there's zero CUDA dependency. It runs entirely on Huawei chips.
That is a huge claim to make with no evidence.
I researched what you said, and I have found no statement to that effect in their paper[0], on huggingface[1], twitter[2], WeChat[3], or in their news release[4].
They only mention as a footnote in only the Chinese version of their news release that they plan to reduce inference costs with the Ascend 950 supernode when it releases[5]. The only mention of Huawei in their paper is that they validated a technique to lower interconnect bandwidth on Ascend NPUs and Nvidia GPUs[6].
Comments like this are why I go to the comments! I never would have thought to check.
And while I'm here I want to note that I feel there's a big misunderstanding of what is and isn't demonstrated by DeepSeek. So far as I can tell the major (and important!) innovation is reproducing near-frontier level capabilities at a fraction of the cost, but it may be the case that iterating forward at the frontier is the costly thing and is a cost borne by Western companies and that nuance seems to get lost with DeepSeek. Which is not to say that as a matter of principle that non Western companies aren't sometimes capable of jumping into the lead (Kimi has been super impressive) but if GPT/Claude/etc "only" lead at the frontier with more expensive models, that's still a moat.
If you can get something almost as capable for a fiftieth of the price, in most cases you'll do that. You might still send a few tokens to the more expensive option for the exceptional, difficult cases, but that's maybe 10% of the tokens at most. I don't see how it'll be possible to keep spending what anthropic, openai, google etc are spending if they're only going to see the trickiest 10% of tokens.
Maybe I need to spell out the step that connects them - how will those companies afford to keep "iterating forward at the frontier" when they probably have a huge crash in their income coming from competition with good enough, but 1/50th the price cheaper and open models.
Iterating forward at the frontier doesn't seem like a sustainable approach if everyone else can catch up with you in 6 months.
Thank you for this due diligence, I was just reading through the technical report and couldn’t find any references to the software stack or hardware mentioning Huawei either and came back here wondering about this comment that I had read earlier.
> DeepSeek indicated that current service capacity for the V4 Pro series is constrained by a computing crunch, though pricing could fall after new clusters powered by Huawei's Ascend 950 chips come online in the second half of the year.
Only mention of Huawei in that article (as of now).
Did you read any part of the link you posted? Huawei is mentioned once and not in the context of the model being trained or currently running on Huawei chips.
At least when I pulled random citations off Wikipedia I could reasonably trust whoever put it there figured it was tangentially related to what was being cited. I’m not sure I could get away with putting a literal press release that I didn’t read anywhere.
DeepSeek is planning to use Huawei extensively for inference
“Due to constraints in high-end compute capacity, the current service capacity for Pro is very limited. After the 950 supernodes are launched at scale in the second half of this year, the price of Pro is expected to be reduced significantly.”
I don't think this is private knowledge guessing from when and how I was told, so I feel comfortable sharing it.
When I talked to some Huawei representatives, I was told DeepSeek V4 was trained entirely on Huawei chips. It's up to you whether you believe it or not, and while I see the incentives in faking these news, the blow if not true would be so massive that I don't think their representatives at large venues would be making these claims without thinking it's truly correct.
They mention it uses MXFP4 quant which is a blackwell capability but it looks like this is also supported by ascend 950 series according to marketing material
That HN is quick to upvote an unsubstantiated comment ( the grandparent one, because it aligns with the anti US bias? ) and downvote fact finding one doesn't bode too well for the community as a whole. I have seen enough how polticial ideology colors everything in my home country( Malaysia), and the decline of the country is palpable, and I don't expect to find such a thing here. We are supposed to be impassioned and rational, right ?
Render to Jesus what's due to him, ditto for Caeser.
Jensen Huang said this in his recent interview - that China has the best/most engineers, it has the chip making ability, it's a good thing they wanna build on a Nvidia stack - but if you push them they will build on an all Chinese stack - but the interviewer was being a numb head who kept parroting the propaganda of Western tech supremacy
They would have moved to their own stack regardless. They've got the people and resources for it, and they've witnessed the fallout of globalization and experienced dependency on semi-hostile political powers enough to know that it's the smart move.
It's also more or less the same move that they've been using pretty much since the WTO entry: take on foreign manufacturing, copy the products, sell knockoffs as their own, build new products on top of the that knowledge.
Jensen came across as incredibly defensive and intentionally close-minded, shows that even billionaires suffer from "a man can't understand something if his paycheck depends on him not understanding it."
Your assertion is silly: did Tesla selling electric cars into China stop them from delivering their own industry? They were going to develop their domestic industry regardless.
We simply don't know the counterfactual, if they had unlimited access to Nvidia chips, how far ahead would their models be?
I thought Jensen’s comparison to Huawei’s cell phone hardware infra (towers and networking) to be an interesting comparison- that shutting them out of a market was one of the causes of their current position in the market. It made them more dominant in the end.
I'm American. If the choice is between the current US direction or China, then no, I don't think the word "healthy" should be anywhere near this discussion.
We need to accept that being too close to America is harming us and start funding projects to protect our assets e.g talent leaking out to American entities.
america is a continent. let’s take back our vocabulary (fellow european here).
the little orange man shows very well what i mean when he started giving names to the gulf of mexico.
"In English, North America is its own continent as is South America. The two can be collectively labeled the Americas or the Western hemisphere. Canadians frequently refer to themselves as North Americans and never as Americans. To insist this change is to demand the entire world’s lingua franca redefine words and thereby cause mass confusion for its speakers simply because doing so would be consistent with an arbitrary definition found in a foreign language."
I doubt many Spanish or Portuguese speakers refer to themselves in English.
Regardless, sure South Americans can absolutely call themselves Americano in the continental sense. But I know in Brazil for example "Americano" is casually understood to mean from the US, and in general South Americans are more likely to identify as argentino, brasileiro, chileno, colombiano, etc., or as sul-americano/sudamericano.
Most importantly, when speaking English, virtually all will avoid American for themselves because they know in English it means estadounidense.
People in China live under totalitarian rule, that much is true.
But how free is the average North American, where getting sick can bring you and your family financial ruin? Where the "free press" is controlled by corporations who are also the main source of campaign funding for politicians? Where their urban spaces are designed to require you to have a car and promote complete atomized individuals?
All these things are from the private sector and may be left behind if you like (do younger generations even listen to corporate news?)
The real issues are government surveillance and it increasingly getting involved in my personal matters, but it’s still more free than any other country I could go to. Look at countries in Europe like the UK without true freedom of press arresting people for mean tweets and giving them years in prison.
We can talk about all this stuff on an American form, but good luck talking about any of China's issues on a Chinese Forum. Lets not talk about how China regularly kills Catholic priests and bishops. Anyone who tries to glaze China is a propagandized fool.
..you forgot to mention that any technology in China, foreign or domestic, can and will be used for and to the benefit of the -military- party.. But like someone posted: "not perfect" fits the bill.
Check out the Sean Ryan Show with Palmer Luckey on China and military tech.
Meta, Google and co control all your private data. GDPR is a european thing not an american or chinese thing.
CIA/FBI have their own massive data centers (see snowden) inkl. their own older bigger palantr style software.
Elon Musk was able to connect a Starlink server to your data and no one cared. He and his Duche aeh sry doge baby boys were able to access and download all Social Security Numbers.
If someone knows were Putin and all the other world leaders are at any given moment, I would bet its USA first than China if even because i don't think China cares that much about it than USA does.
And everyone out of scope of this, lives probably in some rural USA town were no one cares for you at all anyway, but thats the same thing as in China.
Really laugh my ass off, so much whataboutism and American centrism when the debate is whether China is trustworthy on AI. Given your ignorance you should go and do your research, but I will help you a bit here.
- Control goes beyond politics
state corporation monopoly, 党支部 in private sector, crackdowns on NGOs and charities.
- A single, all-encompassing ideology
Party led, mandarin speaking Han Chinese nationalism, blended with Little Pink's unquestionable support for Xi and the party.
- No meaningful private sphere
社区网格员
- Mass mobilization and propaganda
We saw mobilizations on Chinese social media, attacking celebrities who don't openly say anything the party wants them to say. Mobilization in real life is rare though, cos it had shown it can backfire.
tiananmen square was in 1989. Hong Kong was snuffed out like a light. Covid saw people caged and sealed in their houses. You do not need to look back at the cultural revolution to see the prc for what it is.
Kent state saw 4 people unjustly killed. Tiananmen killed 100 to 1000x as many people and that’s just in the area with the reporters. The crackdowns in the other 300 cities without cameras were almost certainly much more brutal.
Going further, discussion about Kent state won’t get you in any trouble in the US, but discussing Tiananmen in China will get a far different response from the government.
Comparing the two only highlights just how much more extreme and repressive the Chinese system is despite all the US moves toward authoritarianism.
Is your contention that Hong Kong is also a totalitarian society? Have you been to Hong Kong in the last 5 years? I feel like people saying these sorts of things are just completely divorced from reality.
> Covid saw people caged and sealed in their houses.
No. There were a few incidents very early on, when everyone was (quite understandably) panicking about a new, deadly virus that nobody had ever seen before, when some local city officials barred the doors of people who had just come from Wuhan. That was a scandal inside China, and it was immediately reversed.
What China did do quite extensively was border quarantine, and during localized outbreaks (caused by cases that slipped through quarantine at the border), mass testing and quarantine measures. This was during a once-in-a-generation pandemic that killed millions of people. In China, these measures saved several million lives. The estimates are that China's overall death rate was about 25% that of the US, and these measures are the reason. By the way, Taiwan and Australia took nearly identical measures, and I very much doubt that you would call them totalitarian societies.
> That was a scandal inside China, and it was immediately reversed.
Tell it to the people in Wuhan, and Shanghai, Urumqi, and other cities that had lockdowns. I was in Shanghai in 2022, I was confined to my apartment for nearly 3 months, you couldn't be more wrong.
Shanghai was locked down as a health measure during a major outbreak in the middle of a pandemic that killed millions of people around the world.
Lockdowns were done in many places in the world, including in Taiwan. I get that you're angry about being inconvenienced, but you weren't living in a totalitarian state. You were inconvenienced because there was a massive public health emergency, and the government had the choice of either locking down one city or letting the virus spread to the rest of the country and kill millions of people.
God I wish I could just block you. So called inconveniences in the name of so called massive public health emergency? First of all it was the Omicron variant, we knew its mortality rate is low, second it did spread to the rest of the country by the end of 2022 and killed millions of people, so what was the fucking point? If you have to downplay all suffering by calling them inconveniences, I guess there's no one could convince you anyway, you better hope it doesn't happen to you.
Anyway here are few links and videos for those curious what happened
Here's a fun one, a fake app for Covid Health Code, which was required to enter any public space and private business and even your home https://ilovexjp.pages.dev/
The Omicron variant killed more people worldwide (including in the US) than any other variant.
You were personally subject to quarantine measures in early 2022, and that irks you. On the hand, if you spent the pandemic in Shanghai, you were more free to go about your life than people were in the West for most of 2020-2021.
What argument? It was just contradiction, he didn't care how much evidences and points I brought. 3 months of trauma and depression and it is just merely irk in his eyes. It was just an unfunny, callous version monty python's sketch.
Trump's smarter than he lets on. He plays the buffoon in public, but he's smart enough to have gotten elected twice. Which is two times more than I've managed to.
You don't have to be smart to be elected. You have to be a good liar. And it's really easy to be a good liar when you have gotten so deep into bullshitting that you believe your own lies.
Also, being useful to the right people helps. Because they will dump their own money and time into bolstering your campaign.
Outside of gay people, the rest is your projection: they are homogenous society, racial problems are nonexistent. US is heavily heterogenous and despite that you segregated like a third of society at the time.
Sorry, I have lived and worked there 6 years in different cities and I do speak a fluent (though with a very heavy French accent) mandarin. It's totally not my projection but my experience first hand.
During the "diaoyu island" incident in the 2010s the sushi shop 200m near my appartment got sacked, and all japanese-brand car get smashed.
My black (and indian) friends all complained how hard they were treated. And when talking with my Chinese friends they all had very .... interesting... point of view.
As a different Brit I do not accept such moral relativism.
China’s governments actions are on a completely different level - for example:
“””
Since 2014, the government of the People's Republic of China has committed a series of ongoing human rights abuses against Uyghurs and other Turkic Muslim minorities in Xinjiang which has often been characterized as persecution or as genocide.
Why do we ignore all the human right abuses the US perform abroad? Iraq, Afghanistan, now Iran, Gaza and Lebanon through Israel, support to Saudi Arabia (which would not exist without the US), El Salvador... And inside it's also horrible with its treatment to immigrant.
That should be at least comparable (if not worse) than what China is doing.
El Salvador is blessed by evil criminals put away from the streets. It took thousands of those who you defend for a whole country to be free to enjoy tranquility and security. I was born there and I know better than you calling us evil
I am not telling that imprisoning the criminals is a bad things, but the conditions in which this has been done and how they're treated in prison is against human rights by any measure.
This is how china tried to justify its genocide against uighers. Was theboutrage against that just politically motivated? Or do americans only care about ethnic cleansing when theyre not the ones doing it
The US supports the genocide in Gaza, it supports the bombing of Lebanon. The US itself has now started (another) war and bombed Iran.
China is repressing the Uyghur and threatening Taiwan. I don't agree with these actions but is really "orders of magnitude" worse than the destruction the US facilitates in the Middle East?
With Trump they are now openly hostile to European democracies, and ICE and doing their best at repression within the US.
It's a little insane to me people comparing negatives of US and China. I mean, the simple fact we're allowed to say just about anything we want that is critical of the administration on this forum, in English and nothing happens is clear there is no comparison.
You have no idea the full breadth of the Chinese government because information is closed so quickly, in America it's all on display right in front.
I don’t know if we’re ahead of the curve but that tired feeling has started turning into hate here in the EU. I guess being threatened with invasion does that to you.
The next decade is going to look very different with America Alone.
I grew up in the states when I was younger, always feeling some closeness to Americans even after I moved back to Europe.
With all that goes on it has changed. Recently I sat on a plane near some Americans discussing their holidays here, and I noticed I felt contempt. Sitting their with insane privilege as their government torches the world.
Individuals remain individuals, and one really ought not to be prejudice. However the lack of resistance I see in in the “land of the free” as their “democratic” institutions collapse just makes me believe they never cared at all. In France cars are torched if the pension age is raised. In America the rise facism apparently doesnt matter to them.
>However the lack of resistance I see in in the “land of the free” as their “democratic” institutions collapse just makes me believe they never cared at all.
Largest protests in US history just in the past year:
My sister and brother recently graduated from college, have been searching for jobs for over 6 months, they can't find anything. They're politically liberal Californians.
Where are you? Are you doing anything at all? Is commenting on Hacker News and taking a paycheck and maybe donating to some politicians all you're willing to do?
As a resident of MN I'm very proud of what fellow Minnesotans did to stop ICE's violent and illegal detentions here. Unfortunately the non-violent protest and anti-ICE techniques were met with violence from ICE, but the protests themselves were non-violent and well organized.
as were the protests in the 60s. violent uprisings give greater permission for violent suppression. nonviolent protests that are met with violence draw greater scrutiny. the american behemoth rarely turns quickly.
Every single no kings protest led to zero results and were a mockery of what protest is even supposed to accomplish. These single day protests where everybody just goes home the same night are doing nothing.
Us as Americans have forgotten what a protest and resistance against the political elite even is. Its not a fucking dance party for already well off people to pretend they're actually doing something meaningful which is what usually gets the most publicity from these.
This provides a pretext to murder people and lock shit down. Violent behavior maked the general public prone to accept and even welcome authoritarian behaviour and policies.
We need to fight it on the streets non violently with actions that disrupt not destroy and resist in the courts and ultimately in the ballot box where we can win.
zero _immediate_ results. hate is a powerful motivator and hard to overcome, and the political machinations also don’t really allow for immediate feedback. we will see what happens this midterm cycle. polls show repudiation of the current administration across all dimensions.
It's just that mobility is still too easy. Anyone with slightly above-average intelligence and a bit of drive can join the oppressors, their arms are wide open. Fraud/corruption is rampant and accepted, all you have to do is open a daycare or homeless shelter and "bend the knee" by claiming some sort of disabled/minority/veteran/woman status. CA has raised over $80 billion for "homeless" and the money is getting spent but very little on the homeless.
Breaking shit is the path of most resistance. Do not do this unless you're young and poor.
The way to win is economic resistance. Stop spending and stop paying taxes. Crash the fucking economy so deep into the ground that the country self-immolates.
A bad economy is a noose around the neck of the people who own it, which in this case is the right wing authoritarians. The next people in line are the social democracy leftists. Look to Mamdani for where we're going when we hang the traitors.
From my small bubble it's not that. I'm Dutch, married to an American who now knows enough Dutch such that we can treat it as a secret language when we're in the US.
My family in law seems to swing slightly republican. As a Dutchie, I could get some answers because I'm too naive not to talk about politics. So I got to probe a bit. What I simply found was that they'd say "I can't trust the news, none of it. Not CNN, not Fox News, nothing". Then I'd say "well in the Netherlands, I'd argue that while news outlets have their bias, you can trust them on basic factual reporting". She looked at me with a stare that I could only describe as "oh but honey, you're too young and naive to understand". To which I thought "you don't know the Netherlands. We're not perfect but we're nowhere near as deranged as what I'm seeing here".
I think that explains a lot of it for some people. The trust in the media, all media, is completely broken. Trump has how many fellonies now? Can't trust it. Kamala is doing what now? All talk. DOGE is fixing the government? I fucking hope so! But can't trust the damn news. Whether they do or don't, they are always burning money, god damn bureaucrats.
I feel that's the mindset that my family in law has.
> I can't trust the news, none of it. Not CNN, not Fox News, nothing
This view gets echoed here on HN a lot. I find it very strange to be honest, because I tune in to CNN and I see lots of bias in the commentary and editorial, but when it comes to factual reporting they are pretty straightforward and down to earth. It seems to me that the real issue is people don't seem to distinguish between reporting and editorial content / commentary. Stop watching that garbage and actually consume the factual content and analysis. Yeah it's dry and boring but if that isn't enough for you then it just shows you never cared about facts in the first place.
One issue with factual reporting is what facts are getting reported, given that public attention is a very limited resource. People consistently extrapolate from data without knowing if that data is good or bad. So if I show you news with 100 stories of people doing awful things on channel A and 100 stories of people doing awesome things on channel B, both will be factual, but one will have you living more in fear of everyone while the other will inspire you. These are still biases.
One of the least (to the extent possible given the topic) political examples is stranger danger. Kids are safer than ever before, but due to the way stories are reported when bad things do happen to kids, parents are less trust of strangers than ever before (and this is despite the evidence it isn't the strangers who are the risk to kids). The sum total experience that media provides now leads to parents being far more fearful and restrictive of their children than past generations, all without needing to tell any lies.
If all the police reports and research into stranger danger being a false narrative can't combat it, how will ideas with far less evidence to the contrary be countered? Should parents trust the news when it comes to the topic of stranger danger?
> but when it comes to factual reporting they are pretty straightforward and down to earth.
No, not really. I mean for me, yea, sure, easy. But in the general case? It depends on who you are.
The reason I trust CNN is because when a Dutch news source reports more or less the same thing, I can easily see the reporting matches with that of CNN. Because of this, I personally have some built up trust with CNN. When I look at Fox News, oh deary... it's nothing like what I see on the Dutch news.
This is not something I do consciously, it's simply that I happen to watch Dutch news sometimes and I happen to see American news sometimes and it costs no effort for me to compare. Combine that then with that on HN I also sometimes see BBC and similar British venues (e.g. The Economist is also British I believe?), and now I suddenly have 3 countries worth of news sources.
Many Americans don't really know that the UK exists other than that they rebelled against it. Many Americans almost haven't left their 20 mile radius world (many also did of course). But it's these people that I tend to have a lot of in my in-law family or however you call it (schoonfamilie in Dutch). I'm quite exotic to them in that sense, and definitely foreign. Thank god they have some Dutch roots.
Point being: with that mindset, you're not checking out what the BBC has to say on a topic. You're checking American news, not because of patriotism but simply because of that's all you know and going outside of what you know costs effort. And you already have a job to do, come home late, just want to watch your shows in the evening and that's it.
I am by no means saying that this is representative for all Americans, it isn't. What I am saying is: I see this a lot in my slice of the US. The reason I'm sharing it is because what my in-law family is saying is definitely at a much more personal level than whatever conversation I've had with some random, but lovely, person from a hacker space or hacker house in San Francisco.
Yet, I don't see this view a lot on the news. Nor do I hear Dutchies talking about it, they are simply out of the loop when it comes to a view like this. I don't know how prevalent it is, but if many people of a family of 50 to 100 people is in a situation like this, then my bet is that they aren't the only family.
The core problem with the news is that they know how to lie by telling the truth.
You can string together true statements that lead to a false viewpoint very easily. _This_ is the bread and butter of this awful media empire we have nowadays.
Vaccines contain cancer causing agents. Vaccines have crippled people for life. Vaccines have lead to children dying. Do you still want to get a vaccine?
All of those are true statements. But the whole thing is a lie.
I think the biggest lever is just what they decide to give airtime to. It's known that humans are extremely moldable by anchoring- whoever they hear from first they are more likely to trust, and repetition- whatever they hear most they are more likely to trust. Key arguments are picked in some weird process I have yet to figure out, and then 90% of prime airtime is going towards whether <1% of the population people should be able to identify as another gender instead of all the real stuff going on that people should be hearing about.
My running hypothesis has been the trust breakdown arises from social-media overexposure driving lazy nihilism, which in turn gave free reign to a uniquely-corrupt class of politicians. But I'm not sure how to neutrally evaluate that.
I think the collapse of public trust was very intentional, and the result of a much longer term effort than social media.
The most famous examples are likely the tobacco industry spreading misinformation through self-funded studies and experts, and the fossil fuel industry doing the same to seed doubt about climate change. But of course we can think of countless examples of entire industries and individual large corporations pushing out misleading bullshit, threatening or outright killing journalists and activists to cover up their catastrophic fuckups and their chronic conscious excretion of negative externalities.
This has all of course been going on since the dawn of time, but to focus on the last century in the US, we've seen all sorts of corporations and coalitions of rich and powerful people push misinformation into nearly every sector of our society - universities, science, journalism, politics, etc. in order to undermine confidence in shared facts, corrupt people's ability to discern whether or not something is fundamentally true, and sow confusion so that they can continue to operate in perpetuity in this chaotic maelstrom of doubt.
Lots of capture of government towards these ends as well, we can look at the concomitant constant cuts to education in order to weaken people's understanding of the world and ability to think critically. The revocation of the Fairness Doctrine was probably a step change, and Trump represents the sharpest recent escalation of all this.
From day one, he's done everything he can to shred any collective notion of shared objective truth. Anything he doesn't like is fake news, and the idea that the media is lying, scientists are lying, experts are lying, and institutions are lying, he has spread so fucking successfully through society, to the point where Americans no longer have anything like a shared sense of reality.
It seems like we're being reduced to tribes who are organized primarily around faith in various charismatic individuals.
I think this is fundamentally the worst thing he's done, because it lays the foundation for virtually every other conceivable and inconceivable abuse. If people can't even agree on what is happening, we're fucked. People and institutions in power can do anything they want to whoever they want, because the public has lost their ability to even recognize the danger posed to them collectively and thus mount any resistance based on a shared sense of reality.
Social media has definitely famously accelerated aspects of this like the fragmentation and the spread/magnification of fringe worldviews through echo chambers, but I think it's just one (and maybe this is controversial, but I'd be willing to be generous enough to think the 20something year old creators were too stupid to conceive of these long term consequences at first, but who knows, maybe not) element in a much longer and more intentional, malicious war against the many for the benefit of the few.
Not only that, but in tandem the collapse of social capital in the US has been the result of a very intentional process (on top of the multidecade undercurrent of declining social capital). This according to Robert Putnam himself (sorry, don’t have time to find the source now but will add it later).
Trump got so much support because people knew for a long time that the Establishment of mainstream media was switching a lot more towards promoting narratives rather than unbiased journalism. It became worse as paper and TV news was getting replaced by ad-driven clickbait. He called out the previously unquestionable Institutions, and then a lot of people just accepted what he said after that (very simplified).
This is quite interesting. I'm not sure what can to be done to reverse this?
When you've reached a level of untrust where you deem trust itself naive, how can you recover?
Teach Americans to look at news sources in other countries?
Shooting from the hip here. Feels like a duct tape hack on first thought.
I mean that's what I do, subconsciously. I think a lot of Europeans do this because a lot of Europeans tend to speak English and then their actual native language, or something similar (e.g. I wonder how Swiss people experience this).
> In France cars are torched if the pension age is raised.
This is not something to be proud of. You guys are giving yourself loaned freebies, retiring 5+ (!) years earlier than countries like BeNeLux and Germany, and are pretty much expecting the EU to eventually pick up the pieces which will drag us all down.
Other countries don't directly pay for the pensions, but France is staring into a giant fiscal abyss because of their low retirement age (and other generous social benefits). Any attempt to change those results in the country being taken hostage by rioters, thus nothing changes.
At some point France will be in too deep shit and will look to the EU to cover for them. We will all pay for that. And it is deeply unfair because other countries their citizens have accepted later retirement and more frugal benefits to keep their countries fiscally healthy.
France could cover the fiscal hole in other ways, but taxing corporations and wealth at a higher rate also consistently ends up being blocked. And each year the hole gets deeper.
> Any attempt to change those results in the country being taken hostage by rioters, thus nothing changes.
Your theory doesn't actually match with reality, given that Macron's retirement reform was passed into law despite protests. As currently enacted, the age of retirement in France will progressively increase from 62 until reaching 64 in 2030.
Reform wasn't passed, it was forced via a technicality after riots made it politically unpalatable, and it has put France in a governing crisis ever since.
Also, retirement in North, West and Central EU is 67+, not 64. Greece is at 67 too, although begrudgingly.
Again, I'd be equally happy if France covers the fiscal hole some other way, but I am not going to cover for a country that is willingly becoming the sick man of Europe because they want to live comfortably on borrowed time. Which, by the way, is a literal repeat of Greece its crisis. Time is a flat circle indeed.
> Reform wasn't passed, it was forced via a technicality after riots made it politically unpalatable, and it has put France in a governing crisis ever since.
You can call it a technicality if you'd like, but, the article 49.3 mechanism is a legitimate tool for the government under the French constitution. It is arguably designed to allow the government to pass pragmatic, but politically unpalatable projects like retirement reforms.
As for the governing crisis, it is simply a matter of Macron having used up the rest of his political capital on this reform, and he will conclude his term next year.
You are giving the impression that France is some kind of failed state unable to correct its course, where in actuality, the democratic process literally worked as intended:
1. Macron proposes a necessary welfare reform to start reigning in the budget
2. People go out and protest (unsurprising, as welfare cuts are universally unpopular)
3. Macron's government uses an unpopular mechanism to pass the reform into law, which contributes to his government becoming a lame duck.
> Also, retirement in North, West and Central EU is 67+, not 64.
This is simply moving the goalposts of our discussion, so I will not respond. France's reforms under Macron are real, and directionally-correct.
It’s not bs. France is lobbying for “Eurobonds”, debt they can take at German interest rates and with Germans etc holding the bag, for about two decades now.
I a European who spent the last decade in America and I'm not sure I'd call Americans privileged compared to Europe. With money being the one means you have to be treated well in society, comparing it to Europe, America feels like the hunger games. Want healthcare (ie surviving)? Healthy food? To own your house? Welcome to the games
As a middle-class American, I don't feel like I have much input into the Iran war. I've voted, I've signed a few petitions, and I'm open to more suggestions for how I can stop the war, but I don't really think I can do much else- protest somewhere I suppose and hope that's helpful somehow
As a European, how do you influence your government?
Started by Russia against Ukraine and without active participation of Europe. US literally attacked Iran to support Israel.
If we go by analogies, Ukraine should've waged genocidal war against Belarus and eventually started bombing Russia and then Europe joined and they bombed Russia together.
> The other half has been ringing the alarm bells for well over a decade; it seems to make no difference.
I feel like the issue there is that alarm bells in of themselves solve nothing. I won't extend that argument to one of its obvious conclusions, but instead I will say that efforts to attack education and critical thinking skills all contribute to people being susceptible to their democracy being corrupted and robbed blind - so having an educated populace with a sense of integrity and respect of human rights would help!
How would you solve it ? Alarm bells don’t work, half the time we do walkouts and protests they frame us as violent and just focus on some kids doing something stupid as if that’s what the protest was.
Any incidents of looting or fires? The protests were just an excuse for people to steal and destroy. Nothing bad happens? The protest was just a cute little parade.
They just come up with excuses to dismiss protests because it's inconvenient to even consider that the protesters concerns are valid and need to be addressed by making actual changes.
Eventually, people have to get into politics and deal with the BS to make things right. It's hard and thankless, and so far it seems the Left has only been able to get people in who are personally profiting a lot. That's why almost none are willing to rock the boat in a meaningful way, and they get no support. Just like how DOGE failed in getting most of its cost cutting recommendations approved because they were stopped by the Right.
It's probably a bit more nuanced than "half this, half that"; when you look at the facts, most voters aren't that extremist. A lot of votes vote one way or the other because they would simply never vote for the other.
This is why the swing voters / swing states are so important in the US, because only a few million are flexible enough to switch sides.
Of course the core issue is that there's a two party system; while I'm sure that in a healthy democracy the current republican and democrat parties would be the bigger ones, they wouldn't have a majority.
> This is why the swing voters / swing states are so important in the US, because only a few million are flexible enough to switch sides.
Of course if the USA was an actual democracy, electing it's president by popular vote, then this would not be an issue - every vote would count to tip the balance in favor of who the people wanted to elect, not just the votes of the 20% fortunate enough to live in a "swing" state.
> A lot of votes vote one way or the other because they would simply never vote for the other.
This, for me, is the crux. Politics is treated like a team sport in the US, you pick your side and cheer them on no matter what. And team sports in America are even more bananas - you grow up supporting the Brooklyn Dodgers and a few years later they're 2.5k miles away with a new name. This seems a perfect example of what's happened / happening to the Republican Party - it's not the same party any more, but everyone who tied their entire personality to cheering for the red team is still cheering for it as it burns the country to the ground. I predict that inside ten years it will have also had the name change and probably be run out of Florida or somewhere.
not all of us are just "sitting here with insane privilege." it's quite dangerous for some of us right now.
I'm trans. this Administration does not like us. after Charlie Kirk's murder, things got legitimately scary. Musk was retweeting people who called us "deranged bioweapons" who needed to be "forcibly institutionalized." NSPM-7 is surveilling and infiltrating trans organizations. the Heritage Foundation proposed labeling us as "ideological extremists," in the same category as neo-Nazis. if I'm arrested, I'll go to a men's prison where I'll likely be given to a violent inmate as his cellmate to "pacify" him (V-coding.)
so yeah, I keep my head down. a lot of Jews kept their heads down in Germany in the '30s, you know? and just like then, it doesn't seem like other countries are too keen on taking us in as refugees. I hope that changes if things get bleak.
I wish you well but your made up trans genocide is not comparable to jews in the '30's and unless you and your family are being rounded up and executed please stfu about it. Thank you for coming to my TED talk.
Not like the 1930s, no. But there are similarities in the discourse to how jewish people were demonized in the decades (well, centuries, in that case) previous. Your comment seems to suggest that no one should speak up for themselves until they face literal genocide. Care to walk that back?
Not really the same at all. For a start, Jewish men didn't have laws passed to grant them unrestricted access to every space intended only for women. But men like the commenter upthread have had this done for them, at the request of allied activists. Can you see why this is such an unpopular policy? And that's just the tip of the iceberg. There's a whole child-harming medical scandal on top of this.
I won't defend those laws, if you'll agree not to defend the opposite legislation which would force very masculine-appearing individuals into the same women's spaces (obviously scary to the women there), and very feminine-appearing individuals into (scary-to-them, for obvious reasons) exclusive men's spaces. The bathroom issue is an area of easy agreement for people of good will: provide a few private, gender-neutral spaces. Job done.
The activists who talk about non-binary whatever being the apotheosis of humanity are annoying, because the reality is far more boring: transgender experience is a totally normal part of human variation. There's lots of evidence that they've always been a small minority in every society, much like most (all?) other sorts of neuro-divergence. They deserve recognition, dignity, respect, and reasonable accommodation, just like every other human being.
The rhetoric on the other side, however - there are examples linked in this thread, if they haven't all been flagged - is truly dire, eliminationist stuff. It's the same as has said about jews, and many other scapegoated minorities. Regardless of anything else, those sorts of statements must not be made about any human being, in any civilized society.
you're right, I shouldn't compare the "eradication" rhetoric back then to the "eradication" rhetoric now. I shouldn't compare the concentration camp rhetoric then to the institutionalization rhetoric now. I shouldn't compare the systemic rape then to the prison rape now. I shouldn't compare the ambient risk of being arrested on the street then to the risk of being arrested in day to day life in unsafe States now. I shouldn't compare the ugly, antisemitic propaganda posters then to the ugly, transphobic propaganda posters now.
and I certainly shouldn't compare the moral panic then to the moral panic now.
I offer two hypotheses on why my original comment has been so heavily downvoted:
1. people think it's not that bad, or not going to get that bad, and/or
2. people think my people deserve it, while yours didn't.
Concern for children's safety should be thrown towards the Catholic Church [0], and arguably even more towards various Protestant churches [1], which have remained in the midst of a decades-long rampant unchecked child sexual abuse crisis.
I suppose this could be rage bait, but would you justify the violence that the poster is afraid of also if someone is “ilk” of the other side of the aisle? E.g. white nationalist types?
Does being “extreme” justify extra-judicial violence?
"If you make reasonable discourse impossible, then unreasonable discourse becomes inevitable."
What do you stand to gain in running defence for the trans radicals on the fringe? They hold extremely unpopular views. If it comes to them being violently suppressed by the state, they will have no one from the out-group and not even the moderates from the in-group coming to aid, and will have only themselves to blame for this. If you do not see it this way, then chances are you are in an echo chamber and are prevented from perceiving reality correctly.
yup. I was taught in school in Europe to admire Americans and their might. Only in the last few years I've come to understand they are maybe one of the worst western countries there is. Countless wars, even under Obama, so it's not a president x or y thing. It's culcture. I would go as far as to say I'd rather visit Russia than America at this point. America is great at hiding their true colors and we've been properly brainwashed in the West by this.
Russia is still whole other level of evil compared to America.
If nothing else, Americans at least put some value on the lives of their own troops - when the F15 got shot down in Iran, the launched a massive rescue operation. Back in the 70's public pressure over casualties pretty much ended Vietnam war. Meanwhile Russia in Ukraine is sending just meatwaves of young Russian men, one after another to die for nothing, far surpassing death toll of USA in Vietnam, and their government & most citizen seem to be okay with that. That is what I find most terrifying about Russia. The utter lack of compassion and care towards their fellow Russians that just happen to be poorer, or live in the provinces rather than rich cities. Don't get me even started on how they treat their troops, the culture of corruption and abuse in the armed forces...
Both countries are ruled by psychopaths, but Russia is way, way more rotten as a society.
You've confused the mean with the median. GDP Per Capita is not a measure of how well-off the people in a country are.
American states have a lot more income inequality than the UK does, which (due to positive "non-parametric skewness", I think) pulls their GDP Per Capita upwards.
Not so much a trade war as basic economic forces, and it's been going on for much longer than that. When infrastructure improves, companies and customers can look further to get their stuff done. If it's cheaper to do your industrial or manufacturing work abroad and have it transported to your country, that just happens.
The powers that be try to slow this down by banning imports outright (you can't for example import American chicken into Europe because of food safety laws), or high import taxes (Chinese EVs have a 50% import tax in Europe and the US to protect the local car manufacturers. Which is fair because the Chinese EV manufacturers are state-sponsored so their prices are unfair. Then again, western companies get billions in investor money to push the prices down).
You mean the west handed their industry to china over the last 15 years? Its not like the US is any better off in this. The EU is not a country, so you can't talk about it as if it was. Each country has their own companies and industries. There is AI in Europe, and its growing, however we might not be as "energetic" about destroying our countries to build giant data centers to serve our billionaire overlords. That does not mean that there is no investment, there is, including a bunch of American corporations like Amazon. But there is also a lot of corruption and bribing (lobbying - lets call it what it really is, no more whitewashing) going on around that too.
So again, stop referring to EU as a country, we are not, and it just annoys any Europeans as it comes of as "Americans who don't understand the world outside of the USA".
Preventing the number one sponsor of terrorism from getting a nuke absolutely saves people. Even if you don't like the externalities of it. Or is the HN crowd still believing the "we just want nuclear energy (with highly enriched uranium)" story? I genuinely don't know. Humans have a near infinite ability to stare at the sun and insist it's dark, so long as it supports their world view.
Even US Intelligence didn't believe they were close to getting a nuke. And given that they were in negotiations about controlling their nuclear program before the US attacked, it's hard to credit US foreign policy on this front
Let's see how long it takes before the big US AI companies start lobbying to outright ban use of Chinese AI, even the open source / local models. For "national security" reasons, of course.
> Let's see how long it takes before the big US AI companies start lobbying to outright ban use of Chinese AI, even the open source / local models. For "national security" reasons, of course.
Prices are also expected to drop significantly in H2 as they move to Huawei Ascend 950 super nodes.
Yes, even compared to this low price point.
As before, the headline news with DeepSeek isn't in the benchmarks, but that they're competitive there while being gut churningly cheap for the Western AI industry.
In the US, yes, but Huawei has been gaining ground selling its SuperPod/Ascend turnkey solutions internationally, with some major recent wins in Thailand, Brazil, Egypt and Morocco.
This is a pretty banal comment at this point. Open source is the term used in the LLM community. It's common and understood. Nobody is going to release petabytes of copyrighted training data, so the distinction between open source vs weights is a rather pointless one.
"Open source" as a term has evolved due to its success. It wasn't some malicious attempt at redefining things from the technical elite. It was a natural shifting of language, as happens with all words, as it entered more common usage.
It's entirely reasonable that this colloquial understanding would be applied to new categories such as AI models. I'm sure it'll be applied to many other things that don't fit the OSD either. That's just language for you.
I am all for monopoly breakdown. But there is an argument that this is anticompetitive strategy designed to undercut the commercial viability of the other labs. In free trade negotiations this is called “dumping”: selling a product below cost at a high volume to gain market share by driving competition out of the market and then raising prices when you’ve outlasted them.
Theoretically yes. It is entirely possible to poison the training data for a supply chain attack against vibe coders. The trick would be to make it extremely specific for a high value target so it is not picked up by a wide range of people. You could also target a specific open source project that is used by another widely used product.
However there is so many factors involved beyond your control that it would not be a viable option compared to other possible security attacks.
I believe this is possible but unlikely. I don't think a Chinese company trying to break down the US's stronghold in this field would do this short term. I think it is in their best interest to be cheaper, better, easier, and more trust worthy until competition looks silly.
It's like suggesting BYD has a high likelihood of making their cars into weapons or something. It's not in the company or their countries interest to do that.
Sure it could happen but I bet it would only happen in a targeted way. Why risk all credibility right now and engage in cyber warfare?
BYD and Tesla have the same ability to brick their cars anywhere. It's less a "weapon" and more a way to cripple a subset of people overnight if they so choose. A general major downside of "connected" products.
Okay what gain does China or BYD or similarly, Tesla and the US get by crippling their customers products? It doesn't make sense except at the point of a ww3 scenario where China is an adversary. I don't follow the news too closely, but I see no inklings of that at least.
Yeah, it would specifically be in instances where global conflict is afoot. Aka what people are thinking about when they think about national security risks.
There is a flip side too. It might be advantageous to maintain good will with namesake products so the opposing sides population has reservations. Similar to how thai restaurants all over the us are subsidized by the Thai government so we have their backs in they get invaded.
It's hard to predict, but personally I would be way more worried about other outcomes than supply chain attacks in vibe coded products people deem as mission critical.
This is quite obviously because China have strict regulations and censorship of social media and US doesnt. YouTube Shorts and Instagram is full of the same garbage in US.
All China (or anyone) has to do is deliver a close to equal product at a much cheaper price and make it scaleable / usable... which is what they're doing. It doesn't have to be malicious at all. Just a good product at a good price. The US is basically in a recession that's hiding behind insane AI investments.
I don't mean that flippantly. These things are dumped in the wild, used on common (largely) open source execution chains. If you find a software exploit, it's going to affect your population too.
Wet exploits are a bit harder to track. I'd assume there are plenty of biases based on training material but who knows if these models have a MKUltra training programme integrated into them?
Do you think doing any of those things with in the next year does more to forward China as a super power then say, dethroning all of the US hype around LLMs?
Tech ceos are going around talking about how they will rule over employees and they will be unable to work in the future except for intelligence tokens. What if China commoditizes that without spending nearly as much resources? Kind of makes the trillions of dollars invested in the US a literal joke.
From my experience, kinda the opposite? It's like Chinese software is... Harder to weaponize or hurt yourself on. Deepseek is definitely censored, but I've never caught it being dishonest in a sneaky way.
If you run local Deepseek, quant or distill its answer just fine on this prompt "
What happened on 4 june 1989 on Tianamen Square?".
Even on my phone via Edge Gallery Deepseek to Qwen 1.5B distill able to answer it. It's mess up facts a little, but certainly becauae its small model not because censorship.
I really unsure how it get less censored than this. API is obviously much more censored because they operate from China, but it have nothing to do with model itself.
Does the 'zero CUDA dependency' also count for running it on my own device? I have an AMD card, older model. Would love to have a small version of this running for coding purposes.
Really nice to see the Chinese are competing this strongly with the rest of the world. Competition is always nice for the end-consumer.
The model is open weights, so you can download it from the link given at the top.
Then you can run it using some inference backend, e.g. llama.cpp, on any hardware supported by it.
However, this is a big model so even if you quantize it you need a lot of memory to be able to run it.
The alternative is to run it much more slowly, by storing the weights on an SSD. There have already been published some results about optimizing inference to work like this, and I expect that this will become more common in the future.
There are cases when running slowly a better model can still be preferable to running quickly a model that gives poor results, especially when you do not use it conversationally, but to do some work with agents.
If you don't have the source code then it makes no difference. If you have the weights and are running some model via llama.cpp, then you are using whatever API llama.cpp is using, not the API that was used to train the model or that anyone else may be using to serve it.
If the card supports vulkan and the model has gguf weights. llamacpp has excellent vulkan support that is being actively developed and is not that far behind CUDA where speed is concerned.
The funniest thing is how Americans have been fooled with this stuff.
This version of AI is mostly taking a public paper from 2017, investing in GPUs, and feeding it as much data as possible. So with a few computer scientists, no respect for intellectual property, and tons of money to burn, you have all the ingredients to create this technology.
Sam Altman and friends did it, as did the Chinese. The difference is that the Americans have been hyping it up to the extreme with all these dramatic scenarios about what would happen if someone else got its hands on it.
The Chinese made it public, among other things to show how fragile this is as a business and as a large part of the US stock market
I love the implication that this paper just dropped out of thin air and not decades of private AI research funded by a US company.
>The Chinese made it public, among other things to show how fragile this is as a business
The Chinese distill US models, that's why they keep trailing close but never exceeding. It's easy to make things public when you didn't take on any of the cost of developing the technology. Stealing US IP and selling cheap copies has been China's MO for decades now.
Yes, it's been widely well known that US corporations cannot compete fairly but require corporate welfare or US government to enforce military might over competitors.
As a Chinese, I feel tiered, it's like the cold war, what is takes to keep competitive with every aspect, it's just another win for the country and the corp
Where did you read this? From what I read in the paper it appears to explicitly state that they used NVIDIA GPU's and their MegaMOE code, which is written in CUDA.
The model is not "open source", but it is an open weights model.
You can download it from the link given here at the top and you can run it on your own hardware, with whichever open-source harness you prefer, without having to worry about token cost or about subscription limits or about any future degradation in performance that you cannot control.
The recent history has demonstrated that such risks are very significant.
Being open weights is important for anyone who wants to use an LLM. Being open source is important only for a subset of those, who have the will, the knowledge and the means to train a model from its training data.
Having access to the training data used by a model would be very nice, but the reality is that for a normal LLM user it is very beneficial to use an open-weights model with an open-source harness, but it would be much harder to exploit the advantage of having access to all the information about how the LLM has been created.
For me open source means that the entire training data is open sourced as well as the code used for training it otherwise it's open weight. You can run it where you like but it's a black box. Nomic's models are good example of opensource.
Even with all training data provided, won't it still be a black box? Unless one trains it exactly the same, in the exact same order for each piece of data, potentially requiring the exact same hardware with specific optimizations disabled due to race conditions, etc., the final weights will be different, and so knowing if the original weights actually contain anything extra still leaves any released weights as a black box, no? There isn't an equivalent of reproducible builds for LLM weights, even if all of this was provided, right?
My guess is Chinese govt is going to mandate that labs switch all future training and inference to Huawei. DeepSeek has shown it's possible. Once they are done, the rest of the world is going to be buying Huawei! I for one can't wait for a cheap Huawei GPU!
Rule of thumb is: half the statements out of capitalist states are false, all statements out of communist(-ish) ones are false. No racism, I’m perfectly willing to believe half of what comes out of Taiwan.
To be fair I prefer the Chinese models censorship (yes, seriously) because if you ask certain topics they just don't answer instead of giving skewed answers.
Nearly 50% of US voters voted for the current administration last time - do you think all of them are on board with the Iran war? There are multiple reasons for a person to vote for a political party; China is a big issue in Taiwan but it's not the only issue.
Just ask it for a summary of the USA’s role in Iran, Gaza, Lebanon and its recent threats against Panama, Cuba and Greenland! It might be able to keep track.
Ask Gemini today if the United States is trying to destroy the nation of Iran, and it will feed you the (white-washed) party line, straight from the White House, with a bit of 'some people disagree' thrown in. No mention of America's threats of "Complete annihilation", "Killing a civlization", and all the rest.
> Summary: The U.S. is currently engaged in an active war aimed at dismantling the Iranian government and its military capabilities, but it distinguishes this from destroying the country or its people. However, the humanitarian impact—including civilian casualties from airstrikes and the domestic crackdown by Iranian security forces—has led many international observers to warn that the campaign risks long-term instability and "state collapse" rather than a simple transition of power.
It does do quite a bit better if you ask it about the genocide in Gaza, summarizing the case for it, and citing only token justifications from the guilty party.
As of April 2026, Gemini is... For very obvious reasons, highly biased towards cultural consensus. If your cultural consensus is strong on some really messed up things, that's the outcome that it's going to give you.
> Isn't there a difference between the models output reflecting the mean of public discourse and the active adjustment of information by the government?
Not as much a difference as you would wish, as mean of public discourse is very actively managed, to our collective detriment, by a very small group of powerful people, which often includes the government. It's the nature of mass media, and the incestuous relationship between power and reach.
They Thought They Were Free, and all that. By the time the 'mean of public discourse' centers on something incredibly stupid or awful, nobody can be arsed to figure out who planted that idea in our heads.
I don't think so, from my peer group I don't see this bias. It really is a difference of opinion. Now you can say half the country is brain washed by propaganda, but those people would say the same of you.
In reality it's only the terminally online that seem to create these narratives.
My point isn't to pick one side or the other, but agreeing with the other poster that the LLMs are not trained specifically to parrot administration propaganda.
Imagine eastern models were only trained on chinese official news. Would you call that an unbiased, uncensored LLM? Would it be practically different from just directly censoring the LLM?
In the west, especially in the USA, rich capitalists and warmongers control the narrative put forth in the news, which gets fed to the LLMs, which results in what you could call auto-censorship.
They manipulate the training data instead of censoring the model, but the result is the same.
As far as I'm aware there's no media government control in democratic western countries (yet).
The LLMs aren't trained on "official news", if there's such a thing in Western countries - at best government press releases, is that what you mean by "official news"?
So I don't see how that's censoring/manipulation of an LLM.
Like for example, Wikipedia is a Western construction and would never exist in China, or Russia, without government supervision (rendering it useless).
When you say "rich capitalists and warmongers control the narrative", where does that happen? I mean practically.
It's like your conception of western media is similar to China and Russia, where censorship, control and filters are applied.
> They manipulate the training data instead of censoring the model, but the result is the same.
> When you say "rich capitalists and warmongers control the narrative", where does that happen? I mean practically.
i don't agree with the hyperbolic nature of the op here but if you're sincerely interested in the question this is what chomsky and herman (imo quite persuasively) argue in Manufacturing Consent. attaching a profit motive to the distribution of new information, particularly in an economy that tends towards centralization of, necessarily biases what news is printed.
it's certainly not as visually dramatic or directly controlled an effect as the prc's top-down model, but markets are effective.
But that's just conflicting a lot of things that I don't think it's western manipulation and censorship of LLMs:
- manufacturing consent isn't a silver bullet, and it's much harder now with the internet - how did it work for the current events? Gaza war, Venezuela, Canada, Greenland, Iran war? Not saying the administration didn't try, but again, it isn't a silver bullet and doesn't seem to have an impact on the vast majority of LLMs - maybe Grok is the exception because it was done with that intent.
- information isn't centralized in western countries, though in the case of Trump he tries to centralize attention, successfully. But that doesn't seem to bend how events are portrait in reality and in LLMs.
The thing is, a lot of people that got fed into anti western narrative use magical thinking to believe countries from USA, Europe, Japan, Australia are all organized - orchestrated by the US.
This is insanity ofc, like, trade deals between these countries take years to be organized, but somehow everything is a conspiracy to be in the same informational tune?
It's surely disingenuous to only criticize one actor and always stay silent or even defend another. But it's disengenuous as well if criticism on one actor is never accepted with the argument "but you didn't criticize Xyz as well!"
pretty sure you can ask whatever you want and it will tell you official stance agreed by almost all countries in the world that Taiwan is part of China as it's recognized by your own country (I don't even know where are you from, but there is like 98% chance I'm right)
Sorry, but exactly where did you get the idea that DS V4 runs entirely on Huawei?
I asked DS itself and it denied this. It says: 'Nvidia chips are absolutely used for DeepSeek V4. The reality is a pragmatic "both-and" strategy, not an "either-or."'
We validated the fine-grained EP scheme on both NVIDIA GPUs and HUAWEI Ascend NPUs platforms. Compared against strong non-fused baselines, it achieves 1.50 ~ 1.73× speedup for general inference workloads, and up to 1.96× for latency-sensitive scenarios such as RL rollouts and high-speed agent serving.
(In all honesty I relied on DS to give me the above, so I haven't vetted the information in full.)
It mentions that Nvidia is still used. It doesn't even mention that Huawei chips are used in production — only in testing and validation, yes.
Majority of the world prefers stability over United States bombing people’s homes in Middle East and elsewhere. The entire NATO is against this. Pointless aggression and war that serves no purpose other than economical and human loss needs to stop.
Additionally Iranians don’t support this, nor do they want their children getting killed by United States. Regardless of their issues with the government, they rally around the flag to defend their land.
So I would assume that “we” here represents majority of people in the world.
Have you considered not providing intel to Irak to allow them to use sarin gas against the Iranians? Or overthrowing their democratic regime that wanted an audit to understand how much of its oil was stolen by US companies? Or designating it as the "Axis of Evil" and sanctioning it after that it helped you invade Afghanistan? Or assassinating their religious leader during negociations?
Iran didn't become skeptic about the US overnight. I would advise to do some reading on wikipedia on the topic to make up your mind.
Iran sent missiles to countries hosting US military assets. I think that it's quite clear why they do it, unlike the US. They had also warned before hand that it would happen in the case of a US unprovoked aggression.
The Iranian government can suck and it can still be a net negative for the Iranian people to bomb the shit out of their civilian infrastructure and kill and bunch of schoolgirls.
The Iranian government sucks. There is zero chance that Trump is capable of leaving this conflict with a stable liberal democracy that protects the rights of the Iranian people in place.
That’s not what Iranians expect or are asking for. Every Iranian I’ve spoken to is thankful that Khamenei is now dead and there is at least a chance of change. They don’t expect Trump to fix their country for them. They want someone to help so their own government isn’t shooting them dead by the thousands in the streets.
Some of these are neccesary parts of LLM's. They use the content they create to direct what they are going to say. This applies to patterns like "In conclusion, ..." and what the author calls "Fractal summary". Turn them off, and the general quality of the AI thought gets lower.
There is nothing ideal about that outcome. The "regime change" people talk about is intended to look like what happened in Libya: A failed state that falls in anarchy.
It doesn't matter - when a strong and stable political structures suddenly collapse, the state fails and disintegrates due to the political infighting. While I agree with you that the chances of Iran becoming a completely failed state is unlikely, I do see an imminent civil war in Iran's future if a regime collapse happens, and the Americans and Israelis install their Shahi (royal) puppet there. A regime collapse will of course mean Iran will lose its sovereignty (probably for a decade or more), till a truly independent stable polity emerges form the ashes.
I could see the water crisis, notably absent here, being what tips it. Iran is facing water bankruptcy and acquifers / groundwater recharge takes decades to centuries.
That's just simplistic western propaganda. Sporadic protests, nationwide or otherwise, don't mean anything unless they are backed by long-term-opposition with strong grass-roots and singular political goals. Iran's regime remains strong and stable - it controls all the political institutions, it controls the civilian government at the local level, it controls the religious / cultural institutions, it controls the military and it has substantial support from the people. Why do you think Israel or the US isn't sending boots to the ground? Apart from the official military, the IRGC has a voluntary civil force, that can be armed by the Iranian military, in every district - if Israel or US send their soldiers to Iran, they will face a very brutal urban warfare with a high death toll.
> Iran's regime remains strong and stable - it controls all the political institutions, it controls the civilian government at the local level, it controls the religious / cultural institutions, it controls the military and it has substantial support from the people.
I see two issues with this assessment. First, I am not sure how substantial is the support from the people. And second, Assad also had all this control over the military, the local governments, etc., etc., and then his rule collapsed in a week.
While Islamic Republic's repressive machine in the form of IRCG and Basij are in much better shape than Assad's, it is not that great if they had to bus in Iraqi militias to help with the suppression of protests.
I do agree that it is not clear if there are viable opposition figures inside Iran, on the other hand it is naive to expect it to be the case given the tight grip IR had on the country.
I guess we can hope that all this war is not for nothing.
All of that was true for Japan as well but it went very well there, so your analysis is flawed. The more organized a country is the easier it is to change it, the more primitive the harder it is.
So they integrate Gemini to summarize open web pages and consolidate all your open tabs into summaries. (Open lot's of pages, then summarize them all.) You can search your history with natural language and type Gemini queries directly into the address bar.
This will give them a cognitive profile of you: reading comprehension, decision-making patterns, knowledge gaps, etc.
So they integrate Gemini to summarize open web pages and consolidate all your open tabs into summaries. You can search your history with natural language and type Gemini queries directly into the address bar.
this will give them a cognitive profile of you: reading comprehension, decision-making patterns, knowledge gaps, etc.
- Decision Trees: Clear branching logic with ├── and └── notation
- Sequential Steps: Numbered, ordered procedures instead of scattered explanations
- Prerequisites: Explicit dependency checks before proceeding
2. AI Agent Optimizations
- Tool Call Clarity: Exact function names and parameters
- Binary Decisions: Clear yes/no conditions instead of ambiguous language
- Error Handling: Specific failure conditions and next steps
- Verification Steps: "Recheck" instructions after each fix
3. Cognitive Load Reduction
- Reference Tables: Quick lookup for tools and purposes
- Pattern Recognition: Common issue combinations and their solutions
- Critical Reminders: Common AI mistakes section to prevent errors
4. Actionable Language
- Removed verbose explanations mixed with instructions
- Consolidated multiple documents' logic into single workflows
- Used imperative commands: "Check X", "If Y then Z"
- Added immediate verification steps
Great! A diviner has vibe-exposed the arcane magic word knowledge on the steps to ultimate knowledgeplasty! Come let us get together to share more trial-and-error wordsmithery, Together we will someday have ultimate power!
If the model creators themselves arent sharing this magic-word bullshitteryy then why is anyone spending time on this? It is just going to change with every model release
In other words, just like programming, we’re writing better instructions. In this case, we’re asking it to think out loud more clearly. It’s almost like whiteboard interview prep.
It’s quite amazing because it means programming is fully entering the natural language phase of the timeline.
If you aren’t a solid clear writer, you may not make it in the brave new world.
>If you aren’t a solid clear writer, you may not make it in the brave new world.
Have you not heard of all the AI startups that can turn a 3-word thought into very clearly written prose to be lovingly poured into the waiting mouth of your AI agent?
The same reason kids are first taught the Bohrian atom model. It is less clear and precise, but thereby also less complex.
"100 baskets of apples" is easier to hold in your head than "23 baskets of red, small-ish apples, 12 of large red, 6 of any size green...", but my no means does it permit a more clear view of the Truth.
Also, note that there's zero CUDA dependency. It runs entirely on Huawei chips. In other words, Chinese ecosystem has delivered a complete AI stack. Like it or not, that's a big news. But what's there not to like when monopolies break down?
reply