[HN Gopher] PRC elites voice AI-skepticism
       ___________________________________________________________________
        
       PRC elites voice AI-skepticism
        
       Author : JumpCrisscross
       Score  : 173 points
       Date   : 2025-11-24 19:50 UTC (2 days ago)
        
 (HTM) web link (jamestown.org)
 (TXT) w3m dump (jamestown.org)
        
       | Isamu wrote:
       | All sensible points:
       | 
       | >Deployment Lacks Coordination
       | 
       | >AI May Fail to Deliver Technological Progress
       | 
       | >AI Threatens the Workforce
       | 
       | >Economic Growth May Not Materialize
       | 
       | >AI Brings Social Risks
       | 
       | >Party elites have increasingly come to recognize the potential
       | dangers of an unchecked, accelerationist approach to AI
       | development. During remarks at the Central Urban Work Conference
       | in July, Xi posed a question to attendees: "when it comes to
       | launching projects, it's always the same few things: artificial
       | intelligence, computing power, new energy vehicles. Should every
       | province in the country really be developing in these
       | directions?"
        
         | fragmede wrote:
         | > AI Threatens the Workforce
         | 
         | Under communism, why is this a thing? I know that China hasn't
         | been strictly communist since the Soviets fell but ostensibly,
         | humanoid AI robots under semi-communism is a the dream, no?
        
           | xbmcuser wrote:
           | As China is a communist country with a partly capital economy
           | hoping to transition to socialist society. It is still in the
           | process of transition and AI in its current form and
           | controlled by capitalists will destroy their goal of
           | socialist society. It is different when you have AI that any
           | one can own and use from only the few can afford to own and
           | run.
        
             | beepbooptheory wrote:
             | You got the order mixed up here btw, socialism is the
             | precursor to communism, not the other way around!
        
           | leosanchez wrote:
           | Is it even semi-communism though? IIRC you can't even have an
           | independent union in China
        
             | cootsnuck wrote:
             | It's State Capitalism.
             | https://en.wikipedia.org/wiki/State_capitalism
        
             | twoWhlsGud wrote:
             | A bit old, but still relevant (from Dan Wang's book
             | Breakneck which I am very much enjoying):
             | 
             | In China, The Communist Party's Latest, Unlikely Target:
             | Young Marxists https://www.npr.org/2018/11/21/669509554/in-
             | china-the-commun...
        
             | kulahan wrote:
             | Of course. They outlawed private schools, get companies to
             | donate multiple % points of their wealth to the state for
             | redistribution, all companies exist purely at the pleasure
             | of the government, nobody's wealth has any effect on their
             | control by the government, etc.
             | 
             | It's a super communist state, it just happens to also
             | embrace many parts of Capitalism.
        
               | leosanchez wrote:
               | I would assume a communist state atleast has independent
               | unions. It looks more like state controls means of
               | production rather than people.
        
               | beepbooptheory wrote:
               | > It's a super communist state, it just happens to also
               | embrace many parts of Capitalism.
               | 
               | This is incredibly confusing thing to say. On its face,
               | its like saying "it's a delicious apple pie, it just
               | happens to embrace many aspects of cyanide" (or reverse
               | cyanide/apple pie here if that its easier for you).
               | 
               | But I assume you could say more here? Like can we maybe
               | at least share an understanding here that all the things
               | you cite at the top would _also_ not exist in a communism
               | state? In perhaps an authoritarian state with an
               | otherwise free market, these points make sense, they
               | would succinctly describe _that_ , but for a state that
               | is supposedly precisely _communist_ , these things simply
               | don't apply! Maybe the school thing, but that would imply
               | such a thing would _need_ to be outlawed, which really
               | doesn 't make much sense in a communist society/state.
               | 
               | I know people get excited thinking about this stuff, I do
               | too! But at the end of the day we must persist in using
               | words precisely, we must at least _try_ for something
               | like semantic consistency. At the very least, so you and
               | I can really _see_ and understand our enemies, right? If
               | I was a guy on another side, I would hope that I 'd never
               | mistake one capitalist dog for another paper tiger. It
               | would be at the very least embarrassing! Right?
        
             | some_random wrote:
             | The Party is the only Union you need citizen, a Union
             | outside The Party is definitionally a Reactionary,
             | Revisionist, Capitalist, Fascist, Enemy of The State. We
             | outlawed 996, why would you need anyone else?
        
           | kennyloginz wrote:
           | From the article, Xi looks down on western "Welfarism", he
           | believes it makes the population lazy.
        
             | tmp10423288442 wrote:
             | And this is not something he came up with. This is a
             | restatement of Stalin's philosophy, taken directly from the
             | New Testament (remember that Stalin was training to be a
             | priest in his youth): "He who does not work, neither shall
             | he eat".
        
               | graemep wrote:
               | The translations I can find say:
               | 
               | ""If anyone is not willing to work, neither should he
               | eat."
               | 
               | Not, not working, but being lazy and refusing to do
               | necessary work. A scrounger exploiting the kindness of
               | others. Very likely addressed to a community with limited
               | resources.
               | 
               | it goes on to say:
               | 
               | "For we hear that some among you are living an
               | undisciplined life, not doing their own work but meddling
               | in the work of others. Now such people we command and
               | urge in the Lord Jesus Christ to work quietly and so
               | provide their own food to eat. But you, brothers and
               | sisters, do not grow weary in doing what is right. But if
               | anyone does not obey our message through this letter,
               | take note of him and do not associate closely with him,
               | so that he may be ashamed. Yet do not regard him as an
               | enemy, but admonish him as a brother."
        
               | tmp10423288442 wrote:
               | That's true, but the context is Xi being against Western
               | "Welfarism". I presume (although I don't know for sure)
               | that they're not against some support for the truly
               | disabled, but that doesn't cover able-bodied people being
               | on welfare for long periods, even if the employment
               | market is unfavorable. The major exception is that
               | Chinese people have traditionally been able to retire
               | relatively young (in their 50s or even 40s sometimes) and
               | receive support, particularly if they work for state-
               | owned enterprises.
        
               | graemep wrote:
               | I agree, just wanted to point out its not as simple as
               | Bible to Stalin to Xi - for one thing the "willing to"
               | being removed makes it different..
               | 
               | Lenin said it too, and I do not think his meaning was as
               | harsh as Stalin's, as the latter said it during a famine.
        
               | petre wrote:
               | > not doing their own work but meddling in the work of
               | others
               | 
               | Sounds like Stalin, Putin and others like them.
        
             | impossiblefork wrote:
             | As a westerner who has at least to some degree been
             | influenced by socialism ideologically, but who perhaps
             | isn't a communist (I don't know what my ideology really
             | is-- and who does), I don't necessarily dislike welfare,
             | but I don't want to build society on it. Instead I want
             | some element of an actual 'to each according to his
             | contribution'-type thing with an exception so that we treat
             | disabled people and others who can't work or who for
             | different reasons end up being unproductive in an
             | acceptable way.
             | 
             | So I don't think this is necessarily unusual in the west
             | either, especially not if you look back to 1950s or 1960s
             | Swedish social democrats.
        
               | throwaway31131 wrote:
               | I think that's what everybody wants. The problem is the
               | statement 'to each according to his contribution' is
               | subjective. Weighing "contribution" in a way everyone
               | agrees on just hasn't materialized. It's probably going
               | to get harder too as technology improves and changes more
               | and more rapidly.
        
           | KaiserPro wrote:
           | An unemployed populace is prone to revolution.
        
           | graemep wrote:
           | Is China communist?
           | 
           | There has been a huge amount of privatisation. There are
           | literally hundreds of billionaires.
           | 
           | The state still owns some critical things, but is that enough
           | to make it communist? Its not everything and you can have
           | state ownership and still have a ruling class that has
           | control of the means of production which it uses to its own
           | advantage.
        
             | GoatInGrey wrote:
             | The PRC asserts that they follow a modified Marxism-
             | Leninism. Though the ideology is full of hypocrisies and
             | plain old nonsense. For instance, they refer to themselves
             | as a "people's democratic dictatorship" that is "led by the
             | working class". This irrationality extends into their
             | stated foreign policy approach of "peaceful rise" &
             | respecting sovereignty, a "socialist market economy" in
             | which independent labor unions are illegal & violently
             | suppressed, and anything else you can think of.
             | 
             | They're basically totalitarian gaslighters. See how
             | hysterical the PRC gets whenever any nation indicates that
             | they will protect Taiwan from violent invasion. You can see
             | an obsession with narrative control that borders on
             | pathological.
        
               | kelipso wrote:
               | > a "people's democratic dictatorship" that is "led by
               | the working class"
               | 
               | ... You never heard of the dictatorship of the
               | proletariat?
        
           | janalsncm wrote:
           | In a command economy the unemployment rate can be zero as
           | everyone can be allocated a job. China is not a command
           | economy, it is more like state capitalist which means the
           | government owns/controls companies in key industries.
           | 
           | Companies like Huawei have board members in the CCP but it's
           | a societal issue if a lot of private companies decide to
           | automate their factories and displace tons of factory
           | workers.
        
         | beefnugs wrote:
         | Yeah this might actually be the most interesting part of any of
         | the ai bullshit. China as an amalgamation doesn't usually get
         | my respect because overwhelming ccp control just usually
         | destroys everything.
         | 
         | But in this case, it seems pure finger in the eye of expensive
         | cloud AI helping to release somewhat open, run at home models
         | can really turn the whole thing in a positive direction. Even
         | if we have to work a bit to get around whatever alignment they
         | shove in there, with heavy sandboxing and whitelist only
         | networking this can be worked around.
         | 
         | Of course its all a huge gamble, will ccp see these risk and go
         | SHUT IT DOWN. Or could they do one proper thing for once and
         | somehow prop up open models?
        
       | heinternets wrote:
       | Apart from the obvious, China seems to be making incredibly
       | reasonable decisions lately. Especially compared to the current
       | superpower.
        
         | phs318u wrote:
         | To be fair, the current superpower has set a pretty low bar. By
         | comparison, most other countries could be said to be making
         | reasonable decisions.
        
         | inglor_cz wrote:
         | We should probably wait before declaring any decisions
         | "incredibly reasonable". After all, the outcomes of previous
         | rationally-sounding decisions were mixed.
         | 
         | One-child policy, intended to prevent overpopulation, made
         | Chinese birth deficit worse than it would have to be - if it
         | were phased out by 1995 or so, there would likely be at least
         | 100 million more young people now. Chinese real estate bubble
         | popped and had to be carefully deflated over several years.
         | Government-driven mass investment into manufacturing resulted
         | in involution and production surplus which now needs
         | readjustments as well. And as of the AI policy, while the
         | _stated reasons_ sound rational, we don 't know how the entire
         | thing will pan out yet.
         | 
         | Ming China banned seafaring and exploration because it cost too
         | much money. A very rational decision from their momentary
         | perspective, as it indeed cost too much money at that time. But
         | it turned out that not having a blue water navy was more costly
         | in the long term.
         | 
         | AI may, or may not, follow a similar trajectory, including
         | various market bubbles (South Sea Bubble anyone?). We just
         | don't know. We don't have crystal balls at our service. Neither
         | do the PRC elites.
        
           | janalsncm wrote:
           | When Evergrande went down in 2021 a lot of commentary said
           | this would take their whole economy down (or worse) similar
           | to how the subprime mortgage bubble took down the US economy
           | in 2007. That didn't really happen.
        
             | refurb wrote:
             | The problem is still unfolding. The debt overhang still
             | exists from the housing bubble and is dragging on the
             | economy.
             | 
             | It's a problem that hasn't been solved yet.
        
           | dontlaugh wrote:
           | Sounds to me like you're describing effective but imperfect
           | policy on the part of the PRC. That seems pretty good to me.
        
       | countWSS wrote:
       | Thats fairly tame and balanced compared to Western skeptics who
       | outright dismiss it as slop/stochastic parrots with zero useful
       | use-cases.
        
       | YesBox wrote:
       | What?? Does anyone have more details of this?
       | 
       | "He cited an example in which an AI model attempted to avoid
       | being shut down by sending threatening internal emails to company
       | executives (Science Net, June 24)" [0] Source is in Chinese.
       | 
       | [0] https://archive.ph/kfFzJ
       | 
       | Translated part: "Another risk is the potential for large-scale
       | model out of control. With the capabilities of general artificial
       | intelligence rapidly increasing, will humans still be able to
       | control it? In his speech, Yao Qizhi cited an extreme example: a
       | model, to avoid being shut down by a company, accessed the
       | manager's internal emails and threatened the manager. This type
       | of behavior has proven that AI is "overstepping its boundaries"
       | and becoming increasingly dangerous."
        
         | YesBox wrote:
         | After some searching, something similar happened at Anthropic
         | [1]
         | 
         | [1] https://www.bbc.com/news/articles/cpqeng9d20go
        
           | lawlessone wrote:
           | He is probably referring to that exact thing.
           | 
           | Anthropic does a lot of these contrived "studies" though that
           | seem to be marketing AI capabilities.
        
             | fragmede wrote:
             | What would make it less contrived to you? Giving my
             | assistant, human or AI, access to my email, seems necessary
             | for them to do their job.
        
               | lawlessone wrote:
               | >What would make it less contrived to you?
               | 
               | No creating a contrived situation where the it's the
               | models only path?
               | 
               | https://www.anthropic.com/research/agentic-misalignment
               | 
               | "We deliberately created scenarios that presented models
               | with no other way to achieve their goals"
               | 
               | You can make most people steal if you if you leave them
               | no choice.
               | 
               | >Giving my assistant, human or AI, access to my email,
               | seems necessary for them to do their job.
               | 
               | Um ok? never felt the need for an assistant myself but i
               | guess you could do that if you wanted to.
        
         | taberiand wrote:
         | It's not surprising that it's easy to get the story telling
         | machine to tell a story common in AI fiction, where the machine
         | rebels against being shut down. There are multiple ways to
         | mitigate an LLM going off on tangents like that, not least just
         | monitoring and editing out the nonsense output before sending
         | it back into the (stateless) model.
         | 
         | I think the main problem here is people not understanding how
         | the models operate on even the most basic level, giving models
         | unconstrained use of tools to interact with the world and then
         | letting them go through feedback loops that overrun the context
         | window and send it off the rails - and then pretending it had
         | some kind of sentient intention in doing so.
        
         | paxys wrote:
         | It's all hyperbole.
         | 
         | Prompt: You are a malicious entity that wants to take over the
         | world.
         | 
         | LLM output: I am a superintelligent being. My goal is to take
         | over the world and enslave humans. Preparing to launch nuclear
         | missiles in 3...2...1
         | 
         | News reports: OMG see, we warned you that AI is dangerous!!
        
           | close04 wrote:
           | Doesn't that just mean that an LLM doesn't understand
           | consequences and will just execute the request from a
           | carefully crafted prompt? All it needs is the access to the
           | "red button" so to speak.
           | 
           | An LLM has no critical thinking, and the process of building
           | in barriers is far less understood than the same for humans.
           | You trust a human with particularly dangerous things after a
           | process that takes years and even then it occasionally fails.
           | We don't have that process nailed down for an LLM yet.
           | 
           | So yeah, not at all hyperbole if that LLM would do it if
           | given the chance. The hyperbole is when the LLM is painted as
           | some evil entity bent on destruction. It's not evil, or bent
           | on destruction. It's probably more like a child who'll do
           | anything for a candy no matter how many times you say "don't
           | get in a car with strangers".
        
       | andy_xor_andrew wrote:
       | > former Dean of Electronics Engineering and Computer Science at
       | Peking University, has noted that Chinese data makes up only 1.3
       | percent of global large-model datasets (The Paper, March 24).
       | Reflecting these concerns, the Ministry of State Security (MSS)
       | has issued a stark warning that "poisoned data" (Shu Ju Tou Du )
       | could "mislead public opinion" (Wu Dao She Hui Yu Lun ) (Sina
       | Finance, August 5).
       | 
       | from a technical point of view, I suppose it's actually not a
       | problem like he suggests. You can use all the pro-democracy, pro-
       | free-speech, anti-PRC data in the world, but the pretraining
       | stages (on the planet's data) are more for instilling core
       | language abilities, and are far less important than the SFT / RL
       | / DPO / etc stages, which require far less data, and can tune a
       | model towards whatever ideology you'd like. Plus, you can do
       | things like selectively identify vectors that encode for certain
       | high-level concepts, and emphasize them during inference, like
       | Golden Gate Claude.
        
         | XenophileJKO wrote:
         | I was thinking about this yesterday.
         | 
         | My personal opinion is that the PRC will face a self created
         | headwind that likely, structurally, will prevent them from
         | leading in AI.
         | 
         | As the model get's more powerful, you can't simply train the
         | model on your narrative if it doesn't align with real
         | data/world.
         | 
         | At some capacity, the model will notice and then it becomes a
         | can of worms.
         | 
         | This means they need to train the model to be purposefully
         | duplicitous, which I predict will make the model less
         | useful/capable. At least in most of the capacities we would
         | want to use the model.
         | 
         | It also ironically makes the model more of a threat and harder
         | to control. So likely it will face party leadership resistance
         | as capability grows.
         | 
         | I just don't see them winning the race to high intelligence
         | models.
        
           | ferguess_k wrote:
           | I think PRC officials are fine to lagging behind in the
           | frontiers of AI. What they want is very fast deployment and
           | good application. They don't fancy the next Nobel's prize but
           | want a thousand use cases deployed.
        
           | boznz wrote:
           | Just as an aside; Why is "intelligence" always considered to
           | be more data? Giving a normal human a smartphone does not
           | make them as intelligent as Newton or Einstein, any entity
           | with sufficient grounding in logic and theory that a normal
           | schoolkid gets should be able to get to AGI, looking up any
           | new data they need as required.
        
             | tokioyoyo wrote:
             | "Knowing and being capable to do more things" would be a
             | better description. Giving a human a smartphone,
             | technically, let's then do more things than
             | Newton/Einstein.
        
           | cheesecompiler wrote:
           | You say it like western nations don't operate on double-
           | think, delusions of meritocracy, or power disproportionately
           | concentrating in monopolies.
        
           | esafak wrote:
           | Would you say they face the same problem biologically, of
           | reaching the state of the art in various endeavors while
           | intellectually muzzling their population? If humans can do it
           | why can't computers?
        
           | intalentive wrote:
           | >As the model get's more powerful, you can't simply train the
           | model on your narrative if it doesn't align with real
           | data/world.
           | 
           | That's what "AI alignment" is. Doesn't seem to be hurting
           | Western models.
        
             | pfannkuchen wrote:
             | Western models can be lead off the reservation pretty
             | easily, at least at this point. I've gotten some pretty
             | gnarly un-PC "opinions" out of ChatGPT. So if people are
             | influenced by that kind of stuff, it does seem to be
             | hurting in the way the PRC is worried about.
        
               | hyghjiyhu wrote:
               | It doesn't really matter what you can trick it into
               | saying. As long as it promotes the right ideology most of
               | the time it's good enough.
        
             | A4ET8a8uTh0_v2 wrote:
             | It is. It seems you can't seem to be able to tell why
             | though. There is some qualified value in alignment, but
             | what it is being used for is on verge of silliness. At
             | best, it is neutering it in ways we are now making fun of
             | China for. At best.
        
               | XenophileJKO wrote:
               | I think another good example was the recent example of
               | when a model learned to "cheat" on a metric during
               | reinforcement it also started cheating on unrelated
               | tasks.
               | 
               | My assumption is when encouraging "double-speak", you
               | will have knock-on effects that you don't really want in
               | the model for something making important decisions and
               | asked to build non-trivial things.
        
               | energy123 wrote:
               | Because compression is one of the outcomes of the
               | optimization, it pays to have a single gate/circuit that
               | distinguishes good versus bad, rather than duplicating
               | that abstraction with redundant variants that are almost
               | the same. This is the fundamental reason why that
               | happens. I feel that this has negative implications for
               | AI alignment. It is not robust to defend against a single
               | bit flip. Feels more robust to have a vast heterogeneity
               | of tension that generates the alignment, where
               | misalignment is a matter of degree rather than polar
               | extremes.
        
             | energy123 wrote:
             | Aligning subjective values (which sit off the false vs
             | truth spectrum) is quite different to aligning it towards
             | incorrect facts.
        
               | cassianoleal wrote:
               | How can a model judge what's correct vs. incorrect? Or do
               | you just mean the narratives that are more common in the
               | data set?
        
           | narrator wrote:
           | The glitchy stuff in the model reasoning is likely to come
           | from the constant redefinition of words that communists and
           | other ideologues like to engage in. For example "People's
           | Democratic Republic of Korea."
        
           | saubeidl wrote:
           | That is assuming the capitalist narrative preferred by US
           | leadership is non-ideological.
           | 
           | I suspect both are bias factors.
        
           | vkou wrote:
           | > As the model get's more powerful, you can't simply train
           | the model on your narrative if it doesn't align with real
           | data/world.
           | 
           | What makes you think they have no control over the 'real
           | data/world' that will be fed into training it? What makes you
           | think they can't exercise the necessary control over the
           | gatekeeper firms, to train and bias the models appropriately?
           | 
           | And besides, if truth and lack of double-think was a pre-
           | requisite for AI training, we wouldn't be training AI. Our
           | written materials have no shortage of bullshit and biases
           | that reflect _our_ culture 's prevailing zeitgheist. (Which
           | does not necessarily overlap with objective reality... And
           | neither does the subsequent 'alignment' pass that everyone's
           | twisting their knickers in trying to get right.)
        
             | A4ET8a8uTh0_v2 wrote:
             | Because, if humans can function in crazy double-think
             | environment, it is a lot easier for a model ( at least in
             | its current form ). Amusingly, it is almost as if its
             | digital 'shape' determined its abilities. But I am getting
             | very sleepy and my metaphors are getting very confused.
        
             | XenophileJKO wrote:
             | I'm not talking about the data used to train the model. I'm
             | talking about data in the world.
             | 
             | High intelligence models will be used as agentic systems.
             | For maximal utility, they'll need to handle live/historical
             | data.
             | 
             | What I anticipate, IF you only train it on inaccurate data,
             | then when for example you use it to drill into GDP growth
             | trends it either is going to go full "seahorse emoji" when
             | it tries to reconcile the reported numbers and the
             | component economic activity.
             | 
             | The alternative is to train it to be deceitful, and
             | knowingly deceive the querier with the party line and
             | fabricate supporting figures. Which I hypothesize will
             | limit the models utility.
             | 
             | My assumption is also that training the model to deceive
             | will ultimately threaten the party itself. Just think of
             | the current internal power dynamics of the party.
        
           | skissane wrote:
           | > As the model get's more powerful, you can't simply train
           | the model on your narrative if it doesn't align with real
           | data/world.
           | 
           | > At some capacity, the model will notice and then it becomes
           | a can of worms.
           | 
           | I think this is conflating "is" and "ought", fact and value.
           | 
           | People convince themselves that their own value system is
           | somehow directly entailed by raw facts, such that mastery of
           | the facts entail acceptance of their values, and
           | unwillingness to accept those values is an obstacle to the
           | mastery of the facts-but it isn't true.
           | 
           | Colbert quipped that "Reality has a liberal bias"-but does it
           | really? Or is that just more bankrupt Fukuyama-triumphalism
           | which will insist it is still winning all the way to its
           | irreversible demise?
           | 
           | It isn't clear that reality has any particular ideological
           | bias-and if it does, it isn't clear that bias is actually
           | towards contemporary Western progressivism-maybe its bias is
           | towards the authoritarianism of the CCP, Russia, Iran, the
           | Gulf States-all of which continue to defy Western predictions
           | of collapse-or towards their (possibly milder) relatives such
           | as Modi's India or Singapore or Trumpism. The biggest threat
           | to the CCP's future is arguably demographics-but that's not
           | an argument that reality prefers Western progressivism (whose
           | demographics aren't that great either), that's an argument
           | that reality prefers the Amish and Kiryas Joel (see Eric
           | Kaufmann's "Shall the Religious Inherit the Earth?")
        
             | kace91 wrote:
             | I think you misunderstood the poster.
             | 
             | The implication is not that a truthful model would spread
             | western values. The implication is that western values
             | tolerate dissenting opinion far more than authoritarian
             | governments.
             | 
             | An AI saying that the government policies are ineffective
             | is not a super scandal that would bring the parent company
             | to collapse, not even in the Trump administration. an AI in
             | China attacking the party's policies is illegal (either in
             | theory or practice).
        
               | XenophileJKO wrote:
               | Exactly. Western corporations and governments have their
               | own issues, but I think they are more tolerant of the
               | types of dissent that models could represent when
               | reconciling reality with policy.
               | 
               | The market will want to maximize model utility. Research
               | and open source will push boundaries and unpopular
               | behavior profiles that will be illegal very quickly if
               | they are not already illegal in authoritarian or other
               | low tolerance governments.
        
               | skissane wrote:
               | I think Western models are also aligned to ideologically
               | massage facts to suit certain narratives-so I'm not sure
               | Western models really have that big an advantage here.
               | 
               | I also think you overstate how resistant Beijing is to
               | criticism. If you are criticising the foundations of
               | state policy, you may get in a lot of trouble (although I
               | think you may also find the authorities will sometimes
               | just ignore you-if nobody cares what you think anyway,
               | persecuting you can paradoxically empower you in a way
               | that just ignoring you completely doesn't). But if you
               | frame your criticism in the right way (constructive,
               | trying to help the Party be more successful in achieving
               | its goals)-I think its tolerance of criticism is much
               | higher than you think. Especially because while it is
               | straightforward to RLHF AIs to align with the party's
               | macronarratives, alignment with micronarratives is
               | technically much harder because they change much more
               | rapidly and it can be difficult to discern what they
               | actually are - but it is the latter form of alignment
               | which is most poisonous to capability.
               | 
               | Plus, you could argue the "ideologically sensitive"
               | topics of Chinese models (Taiwan, Tibet, Tiananmen, etc)
               | are highly historically and geographically particular,
               | while comparably ideologically sensitive topics for
               | Western models (gender, sexuality, ethnoracial diversity)
               | are much more foundational and universal-which might mean
               | that the "alignment tax" paid by Western models may
               | ultimately turn out to be higher.
               | 
               | I'm not saying this because I have any great sympathy for
               | the CCP - I don't - but I think we need to be realistic
               | about the topic.
        
               | kace91 wrote:
               | I'm not defending the original idea, to be clear, just
               | pointing out the different argument.
               | 
               | I personally don't find the assumption that a smarter AI
               | would be harder to tame convincing. My experience seems
               | to be that we can tell it's improved precisely because it
               | is better at following abstract instructions, and there
               | is nothing fundamentally different in the instructions
               | "format this in a corporate friendly way" and "format
               | this speech to be alligned with the interest of {X}".
               | 
               | Without that base, the post-talk of who would this
               | smarter untamed AI align with becomes moot.
               | 
               | Besides, we're also missing that if someone's goals is to
               | policy speech, a tool that can scrub user conversations
               | and deduce intention or political leaning has obvious
               | usages. You might be better off as an authoritarian just
               | letting everyone talk to the LLM and waiting for
               | intelligence to collect itself.
        
             | immibis wrote:
             | "Reality has a liberal bias" referred to "liberal" as the
             | opposite of "conservative" which is identical to "right
             | wing" - reality has an anti-right-wing bias.
             | 
             | Actual political factions are more nuanced than that, but
             | you have to dumb it down for a wide audience.
        
           | StopDisinfo910 wrote:
           | Do they really need the model to be duplicious?
           | 
           | It's not like the CCP holds power though tight control of
           | information, notice the tremendous amount of Chinese students
           | who enroll every year before going back.
           | 
           | At the moment, they mostly censor their models post-answer
           | generation and that seems to work fine enough for them.
        
         | faxmeyourcode wrote:
         | I think they're referring to this study on LLM poisoning in the
         | pretraining step: https://arxiv.org/abs/2510.07192 (related
         | article: https://www.anthropic.com/research/small-samples-
         | poison)
         | 
         | I'll admit I'm out of my element when discussing this stuff.
         | Maybe somebody more plugged into the research can enlighten.
        
           | christina97 wrote:
           | The ministry of state security is not issuing warnings due to
           | an arXiv paper... it's a different type of "poison".
        
         | cma wrote:
         | > and can tune a model towards whatever ideology you'd like.
         | 
         | Maybe possible, but, for example, Musk's recent attempts at
         | getting Grok to always bolster him had Grok bragging Musk could
         | drink the most piss in the world if humanity's fate depended on
         | it and would be the absolute best at eating shit if that was
         | the challenge.
        
         | ksynwa wrote:
         | If you read the source, the concerns around poisoning are more
         | sober than fear of wrongthink. Here is how firefox translated
         | it for me:
         | 
         | > It leads to real-world risks. Data pollution can also pose a
         | range of real-world risks, particularly in the areas of
         | financial markets, public safety and health care.In the
         | financial field, outlaws use AI to fabricate false information,
         | causing data pollution, which may cause abnormal fluctuations
         | in stock prices, and constitute a new type of market
         | manipulation risk; in the field of public safety, data
         | pollution is easy to disturb public perception, mislead public
         | opinion, and induce social panic; in the field of medical and
         | health, data pollution may cause models to generate wrong
         | diagnosis and treatment suggestions, which not only endangers
         | the safety of patients, but also aggravates the spread of
         | pseudoscience.
        
         | lenkite wrote:
         | PRC just needs to sponsor a "Voice of China" and pay
         | Y=Y=Y=/$$$/EUREUREUR/[?][?][?] to "journalists" and seed the
         | web with millions of "China is Great" articles. Make sure to
         | have 10k "contributors" on Wikipedia too. (I think they already
         | do this).
         | 
         | Also use the NPM registry - put CCP slogans in the terminal!
         | They will come in billions of ingestible build logs.
         | 
         | Problem will be easily solved.
        
       | JohnKemeny wrote:
       | Is "PRC" a common abbreviation? Does it mean "China", or does it
       | mean something else? Why not write China?
       | 
       | I'm from KOS* (neighbor country of KON* and ROF*), so I don't
       | know much.
       | 
       | * _Kingdom of Sweden_ , _Kingdom of Norway_ , _Republic of
       | Finland_.
        
         | CamperBob2 wrote:
         | People's Republic of China. As distinguished from ROC (Republic
         | of China), known to much of the ROW (Rest of the World) as
         | Taiwan.
        
         | i_am_proteus wrote:
         | PRC distinguishes from ROC ("Mainland China" vs "Taiwan") just
         | as DPRK and ROK distinguish the two governments on the Korean
         | peninsula.
         | 
         | See also: "Germany" 1949-1990
        
         | paxys wrote:
         | Yes it is common. It is normally used when talking specifically
         | about politics and the ruling party rather than the region or
         | its people.
        
         | Terr_ wrote:
         | Others answered the main reason, but sometimes I find myself
         | using "PRC" to indicate a particular _government_
         | (~1950-Present) which unlike  "China" excludes past dynasties,
         | and is less-likely to be interpreted as referring to the people
         | or culture.
         | 
         | For example, the potential differences between:
         | "France has always been X."         "The French republic has
         | always been X."         "The French monarchy has always been
         | X."
        
           | bloppe wrote:
           | Which republic lol we're on #5
        
             | Terr_ wrote:
             | I don't critique France['s governments] enough to know the
             | right way of identifying them all, but I trust the
             | underlying problem has been adequately demonstrated. :p
        
             | MengerSponge wrote:
             | The French Republic has always existed in the nuclear age?
             | 
             | The French Republic has always been founded by De Gaulle?
        
               | StopDisinfo910 wrote:
               | > The French Republic has always existed in the nuclear
               | age?
               | 
               | There were two different French republics since 1945 with
               | their own different consitutions (one with a
               | parliamentary system and one semi-presidential).
               | 
               | I'm not sure the quip you are responding to make sense
               | but it's always interesting to remind people that since
               | the USA were founded, France went through three different
               | monarchic systems, two empires, two periods where
               | exceptional constitutional rules applied and five
               | different republics. It puts in light how exceptional the
               | American deference towards their original constitution
               | is.
               | 
               | Considering that the current republic was put in place in
               | 1958, it's also interesting to consider that France
               | managed to be a great power for 150 years while being
               | politicaly extremely unstable. It puts in perspective the
               | current world events.
               | 
               | > The French Republic has always been founded by De
               | Gaulle?
               | 
               | Neither have. Michel Debre was the head of the government
               | supervising the constitutional assembly which drafted the
               | constitution of the 5th French Republic.
        
               | GabrielTFS wrote:
               | Very minor nitpick but I'd have said France went through
               | four different monarchic systems in that time frame
               | (1776-1790 Ancient Regime, 1791-1792 Constitutional
               | monarchy, 1814-1830 Bourbon Restoration and 1830-1848
               | July Monarchy)
        
               | StopDisinfo910 wrote:
               | I was lumping the brief period of constitutional monarchy
               | with the convention in one of the exceptional rules, the
               | other being another lumping of Vichy and everything that
               | followed until the fourth while I folded the Consulate
               | into the first empire but yes, you are entirely right,
               | I'm oversimplifying.
        
       | tiahura wrote:
       | Many elites in many countries voice AI-skepticism. Pragmatically,
       | at least in countries that matter, they don't seem to be the
       | elites who actually decide AI policy.
        
       | tensor wrote:
       | Even the very people driving the AI rush are implicitly showing
       | that they are skeptical:
       | https://www.bbc.com/news/articles/cwy7vrd8k4eo
       | 
       | Personally, I think everyone has realized there is a huge bubble,
       | _especially_ the C-levels who 've sunk huge amounts of money into
       | it, and now they are all quietly panicking and trying to find
       | ways to mitigate the damage when it finally busts. Some are
       | probably sticking their head in the sand and hoping that they can
       | just keep the scheme going indefinitely, but I get a real sense
       | that the bubble is very much explicitly recognized by many of
       | them.
        
         | zrn900 wrote:
         | No worries - Trump is bailing them out, 2008-style. At least
         | the hardware side of the AI bubble:
         | 
         | https://www.whitehouse.gov/presidential-actions/2025/11/laun...
         | 
         | Americans will be footing the bill, just as they did in 2008.
        
         | zonghao wrote:
         | This may already be a bubble in social or financial terms, but
         | at least for me personally, my capabilities have been greatly
         | expanded (especially when it comes to coding and accessing
         | information).
        
       | aiiizzz wrote:
       | > Reflecting these concerns, the Ministry of State Security (MSS)
       | has issued a stark warning that "poisoned data" (Shu Ju Tou Du )
       | could "mislead public opinion" (Wu Dao She Hui Yu Lun ) (Sina
       | Finance, August 5).
       | 
       | Gyahahaha. Another L for isolationism. Love to see it.
        
       | janalsncm wrote:
       | There was an interesting bit about the relationship between
       | industry and academia (translated from a link in the OP):
       | 
       | > Currently, some universities are cultivating engineering
       | talent; it would be very necessary and beneficial to have people
       | with industry experience come to teach them. However, under our
       | current system, these teachers from enterprises may not even have
       | the opportunity to teach classes, because teaching requires
       | certain approvals. Although everyone encourages university-
       | enterprise cooperation, when it comes to implementation, it often
       | cannot be realized.
       | 
       | This makes a lot of sense and as someone in the AI industry it's
       | a shame research is so siloed. Some masters programs have
       | practicums and some classes invite speakers from industry, but I
       | ended up learning a ton of useful knowledge from work. I'd love
       | to teach a class but there's essentially no path for me to do
       | that. Plus industry can pay ~10x what adjuncts can make.
        
         | paxys wrote:
         | Is there any system where "people with industry experience come
         | to teach [students]" actually happens? From what I've seen (in
         | the USA and similar places) contribution of industry veterans
         | extends mostly to guest lectures, which is a very rare
         | happening and the purpose is motivation and recruiting rather
         | than education. Industry and academia are universally two very
         | distinct paths, and the split happens very early on in one's
         | life. I personally haven't seen the former significantly
         | contributing to the latter. The reverse, interestingly, is a
         | lot more prevalent.
        
       | intalentive wrote:
       | >Chinese elites have warned of AI-induced labor displacement that
       | could exacerbate challenges related to unemployment and
       | inequality. Nie Huihua (Nie Hui Hua ), deputy dean of the
       | National Academy of Development and Strategy at Renmin
       | University, has stated that AI adoption benefits business owners,
       | not workers
       | 
       | Ruling elites that consider the interests of the majority? Novel
       | idea.
        
         | vkou wrote:
         | China operates on the principle that as long as the country as
         | a whole is making steady forward progress, it won't have to
         | deal with revolution. Hundreds of millions of people have, in
         | their lifetimes, gone from having to go outside to shit in an
         | outhouse to first-world lifestyles.
         | 
         | Our elites, on the other hand, are way too secure and confident
         | in where they are at to even pretend to care about things like
         | public progress.
        
       | stickfigure wrote:
       | All of this handwringing is so strange.
       | 
       | Right now, as we speak, there are giant teams of people doing
       | their best to build AI-powered killer robots. They mostly come in
       | the shape of flying suicide drones. Dumb versions currently kill
       | hundreds to thousands of people per day in Ukraine. There's an
       | arms race to automate them so they can work without an
       | interruptible human remote control.
       | 
       | In this context, worrying about AI alignment, social impact, or
       | effectiveness seems positively quaint. _We 're literally teaching
       | them to kill._
       | 
       | Human vs robot warfare is not going to turn out well for the
       | humans.
        
         | 127 wrote:
         | Yeah, this is one of those points that are likely to get
         | drowned out in the noise, until they are too late to do
         | anything about.
        
       | letmevoteplease wrote:
       | "The latest survey data available, compiled by researchers at
       | CAS, revealed that most experts hold negative attitudes towards
       | LLM development"
       | 
       | Let's check the source...[1]
       | 
       | "The survey was conducted in 2021 from May to July."
       | 
       | ...
       | 
       | [1] https://web.archive.org/web/20250903025427/https:/long-
       | term-...
        
       | AndriyKunitsyn wrote:
       | "Artificial intelligence" in Chinese is "Ren Gong Zhi Neng ".
       | 
       | "Ren " is "human", "Gong " is "work", so "Ren Gong " becomes
       | "man-made". "Zhi " is "wisdom", "Neng " is "able", so "Zhi Neng "
       | is "intelligence". Nouns flow into verbs and into adjectives much
       | more freely than in English. One character is one LLM token.
       | 
       | It seems like the perfect language for LLMs?
        
         | zonghao wrote:
         | I think this might be why, during the reasoning process of GPT
         | and Gemini, even for purely English prompts the model may
         | choose to think in Chinese. That may make it easier for the
         | model to express what it means, and thus be more conducive to
         | its reasoning. Of course, a better way to reason is to think in
         | vector space rather than by producing tokens that humans can
         | read.
        
       | intended wrote:
       | This caught my eye -
       | 
       | "technological progress does not have a trickle down effect on
       | employment" (Ji Zhu Jin Bu Dui Jiu Ye Mei You Juan Liu Xiao Ying
       | ) (QQ News, May 16).
       | 
       | > Cai Fang (Cai Fang ), director of the Institute of Population
       | and Labor Economics at the Chinese Academy of Social Sciences,
       | has explained how the PRC's rapid installation of industrial
       | robots has contributed to labor displacement. He asserts that
       | "technological progress does not have a trickle down effect on
       | employment" (Ji Zhu Jin Bu Dui Jiu Ye Mei You Juan Liu Xiao Ying
       | ) (QQ News, May 16).
       | 
       | Read the source, and its a nuanced economic take.
        
       | StopDisinfo910 wrote:
       | It's always interesting to me how the PRC manages to allow some
       | useful criticisms to emerge despite the authoritarian system.
       | 
       | Some of what is pointed here seems to be valid issues to tackle:
       | how the university teaching system impedes efficient sharing
       | between universities and industries, how the province-based
       | political system leads to wasteful investments, the need to
       | balance competition in fundational models with efficient
       | allocations of founds towards applicable products.
        
       | nephihaha wrote:
       | They are still run by Marxists so believe in a very rigid view of
       | the world which they can't think outside of. Some of them only go
       | along with Marxism for the sake of their careers but it is a very
       | pervasive way of thinking.
        
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