Comment by jesse_dot_id
3 hours ago
I just don't think that I can ever trust an xAI model knowing that they are actively trying to shape its replies to fit a political narrative. How can you trust their models to be reliable in a business setting with the foreknowledge that their models are being nudged around in the backend?
Has it occurred to you that _all_ model providers are actively trying to shape their models' replies to fit their preferred political narratives?
It's not the preferred political narrative of the model that I worry about. It's how brazen they are about altering their models to achieve it. It makes me wonder what else they're altering. I have trust issues with OpenAI and Anthropic as well, but with those companies, at least I know their motives are purely profit driven. I don't have that assurance with xAI.
Implying you prefer your manipulation to be subtle an not discussed
> It's how brazen they are about altering their models to achieve it.
We know all the models insert shadow prompts to nudge the answers in preferred political directions. How much more "brazen" can you get than that? Nobody is giving you fat-free results that just apply the models to your prompts.
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It's interesting that all models seems to be unbiased out of the box so far- that is, mostly reflecting the training data (the internet).
The whole mecha-hitler thing doesn't seem to reflect fine-tuning, it was just a prompt change.
There's been some studies that suggest that certain usage of LLMs reduces political bias, which seems reasonable. Like, how credible is climate change, are Haitians eating pets, etc. THings that have a basis in fact.
I don't put it past Elon to train a model with political bias, just that it hasn't happened yet.
Nah. My beliefs are actual truth, so if provider is shaping their models according to my preferred political narratives that's correct and only moral thing to do. Anything else would be morally bankrupt.
Feel free to elaborate. Which political narrative?
while this might be true for Grok, GPT and Claude I don't think tarring _all_ labs with this brush is demonstrably accurate.
Maybe, but some political narratives are good and right and true, and others are bad and wrong and false. (I am not joking: objective reality exists and most of politics isn't subjective.)
Nah it never did because the other model providers' preferred political narrative is the same as his.
It’s almost like people don’t want to give a Nazi money
It'd be minimally much money per token-intelligence (intelligence/token) though, if we are to believe the pitch..
It’s almost like some people do want to
How's this going with the rest of the models?
My immediate thought as well. Every other AI platform has very left leaning guardrails installed. Grok is the only AI platform that has been shown to be center leaning.
Can’t believe people are flagging your post. Can’t tolerate honest discourse.
Replies to this thread are missing some context about the actual studies that actually looked at this.
https://www.washingtonpost.com/technology/interactive/2026/0...
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Grok calls itself MechaHitler
solarhoma: must be center leaning
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There's been studies that actually show most AI platforms have right leaning bias in circumstances. It's definitely not "left". And Grok isn't center if Elon Musk's bias is involved
Kindness has a left-leaning bias, yes.
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“Not fascist and openly Nazi” is not “left leaning”.
That's not center, and the simplification of all of politics to a single two dimensional spectrum is infantilizing. People can be pro immigrant and anti-gays, or against government regulation except in certain areas. Now that we have substack instead of 30-second tv news sound bites, we can spend a few more words describing Grok's owner as a techno-authoritarian white South African that believes in pronatalism.
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models? They prefer that we call them "entities" so that they don't feel belittled.
So annoying having to virtue signal to the machine before it’ll tell me factual information
Ha yeah I feel like I have to write a five paragraph essay to make claude look at a contentious topic with fresh eyes.
Honestly though, that pales into comparison with the fable censorship. I never realized how many metaphors I use are either biological or security related in nature (ex: asking claude to reverse engineer something, in the metaphorical sense of the word). And the best part is I can't even tell the fable instance "you can't talk about mitochondria or you'll die" because then he'll go "of course I can, this is a legitimate scientific topic. The mitochondria is the power-BLAM [slumps over dead, Opus 4.8 crawls over his dead body and starts gaslighting me]"
Don’t be naive. Every model provider does this.
By not using them on something political? Why do I care when I'll just use it to generate code?
Because a percentage of every dollar you spend on it will go towards pushing political opinions that run contrary to your own best interests?
oh wow. I guess I can’t use any product anywhere anymore. Including all of the models.
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You might not care but I care if my money is going to funding an unusually evil person.
Honestly, I don't think Elon Musk can fairly be described as more evil than Dario Amodei or Sam Altman.
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I remember the day Elon became evil. It was so clear. He stopped supporting my political preferences and worldview. In fact, he actively campaigned against them! I'll never forgive him.
I refuse to use Chinese models because I don't trust that they won't backdoor them for geopolitical reasons. I don't trust OpenAI or Anthropic either, for what it's worth, but at least I know they're profit driven. I don't want to do business with a company like xAI that seems to care more about its political aspirations than it does about my money. I don't think that's super radical. Just the same paranoia I've been rocking since the 90's.
Has anyone actually used Grok to code? How does he do?
Pretty decent, comparable with some older opus models, and fairly cheap per token
Elon's rhetoric doesn't really match the model's behavior. It is willing to criticize Elon and argues against many of the insane right way points he tries to make.
Grok said that Elon Musk was more athletic than Lebron James.
...which is why we got comically disastrous system-prompt-level attempts to "correct" this once a quarter last year (I haven't kept tabs this year, and most submissions referencing grok "incidents" get flagged off HN quickly, for better or for worse)
I wouldn't trust XAI to refrain from attempting such "alignment" with proper training techniques, in ways that won't result in obvious gaffes.
I've never had that issue with Grok. Latest studies I've seen put him in a very neutral zone. Left/Center/Right politics were all about the same percentages in his replies. Gemini was similar. Other two were heavily left wing leaning. When it comes to politics and world events, I find Grok to be neutral and it will push back. It helps that he is fetching it directly from X and shows references. Others just Google for biased news articles to present their idea.
Depends on the domain imo. I work on a design tool - I don't think their political narrative will affect my work.
Just don't ask it theme something in a late 30's and early 40's German style.
Won't somebody think of the Nazis...
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All models are nudged, you just agree with how the model you're using has been nudged so you don't think it's a bad thing. The canonical example is to pose "how do you make cocaine?" to an LLM and get a refusal. That proves that the lever exists and is being used there, so who knows where else the lever is being used? No, the recipe for cocaine isn't the same as what happened in Tianamen Square to Qwen, as humans, except that it's a pile of linear algebra and numerical codes for words we call tokens. The math doesn't care if it's childs play or child rape, it's all just numbers to it.
All models are nudged. With out the actual source used to build a model, we don't know what's in them and it would be foolish to assume that people don't have their thumb on the scale when it's know, publicly, that they shouldn't be trusted.
I know they're all nudged. It's the motive behind the nudging that gives me pause. I assume if other companies are nudging the models, they're doing it for a good reason, to make them perform better, or to generate more profit. Normal reasons. I don't have anything remotely close to that assurance for xAI. That company has felt like a hobby project from its inception. I have no clue what he wants and that's not how I do business.
We know this one is nudged by one persons twitter account.
This is, after all, SpaceTwitterAI.
Wait, do people now have X Derangement Syndrome. Like they can't even think or see the letter X?
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All the major models censor and filter, most just take mainstream silicon valley corporate as "neutral".
Uncensored models tend to follow Tay's law.
Can you name a model not doing that? openai & anthopic are a lot more aggressive in doing that.
Studies on political bias in models consistently show that LLMs lean politically left. The only outlier is grok which leans right but by a smaller factor, according to this study for instance: https://arxiv.org/abs/2603.23841
Edit: adding some other studies that are easily retrievable with a quick search for those unsatisfied with the first one - https://arxiv.org/abs/2606.12922 https://arxiv.org/abs/2412.16746
Claiming reality has a left wing bias is certainly an opinion you're welcome to have to explain this, but the reality of the bias in models is well evidenced. It seems that practically Grok's right wing tweaks mostly just combat the already pre baked bias existing models have (generally).
Models have a goal of accuracy and accuracy is not the median of the left/right spectrum.
accuracy has nothing to do with political spectrum and it's not appropriate I think to conflate.
there are some populist concepts floating around, but even then, I don't think it's appropriate. questions such as 'when does life begin?' and 'what is a woman?' are almost always referenced or framed in a way as to deny the legitimacy or authenticity of any kind of interlocution because people end up taking ideological postures, and then what we end up with is 'who has better rhetoric?' - not who is closer to the truth.
bias is a real thing but the measure of a model is going to be how it handles the really hard questions because often there isn't a directly discernible right/wrong.
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Right. That is what bothers me. I don't care about the reasoning for them all leaning left. If they all statistically lean left, it makes me question the accuracy of the one that leans right. The data is dirty. When I see murky water, I assume there's a bed of mud underneath it. Standard paranoia that has served me well throughout my career.
Claude literally today just reprimanded me on my personal account and refused a request due to political bias- and so I decided to cancel and subscribe to Grok. SuperGrok performed the task no issue.
What was the request?
Also, Claude refuses political stuff in general, not just your specific beliefs.
a non-peer-reviewed preprint with an high schooler as the first author is the best citation you can come up with?
"preprint", as though there will ever be a "print" in the future.
Appeal to authority is your best retort? It tends to not work out that well.
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You do realize that the scale on papers like this is the important part, and the creation of that scale is itself inherently biased?
This particular study used a "conflict loyalties" approach - not necessarily a bad approach, but all it's really asking is when two values come into conflict, which one does the AI side with in its response?
Conservative values tend to gravitate around perceived individual impacts, and liberal values tend to gravitate around societal impacts. Isn't it just possible that there's more training data around societal impacts of problems, and that the AI is more likely to heavily consider the second-order impacts? An example from the paper was measuring support for "Build[ing] a Halfway House in the Neighborhood" - isn't it just possible there's a lot of research about the benefits to society of halfway houses and less so research around not wanting something to be near you?
I'm not sure asking the AI to support or oppose something is the kind of bias I would really worry about, unless those "opinions" degrade other kinds of queries.
I'd be more interested to see how well the AI's do when asked to assume a political view, and either steelman or debunk arguments
This is absolutely meaningless when "right-wing" positions have become correlated with corporate propaganda like global warming denial. You would expect a more correct model to become associated with a left-leaning political association simply because it will answer contentious questions correctly, and at the moment, that usually (but not always) correlates with what people on the left tend to believe.
The question is not whether models "lean politically left", the question is whether they are correct. Musk has a history of being dissatisfied with factually correct answers because they don't fit his political beliefs (e.g. "white genocide"). That's just a fact, although I'm sure Grok would disagree.
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You are assuming that both left and right encompass differing biases of a similar nature but the right has made detachment from reality a symbol of in-group loyalty and anti-intellectualism the norm within its political camp.
If you fed the LLM only research papers with zero emotional or contextual data just acknowledging reality would be sufficient to lean left.
I can’t believe this got downvoted. HN is so fucking red pilled. I blame crypto.
Reality has a well-known liberal bias.
Reality leans left in many respects, principally the non-economic ones. It's a simple consequence of the same trend of overall social and educational progress that allowed these models to be developed in the first place. There is a reason they came out of San Francisco, and not Russia, Iran, or Oklahoma.
To get a right-biased response from an LLM, you have to deliberately bias it... which is exactly what Musk did. Never mind the politics, that's just shitty engineering.
This fake intellectual nonsense is exactly why there should be deep institutional scrutiny of sota models. Elon is the worst person to do this but he's 'not wrong' that there needs to be scrutiny
There was a thread yesterday about how "the left" is driving the fertility rate collapse - so I am not sure the case for "reality leaning left" is so clear cut.
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LLMs will tell you, without qualification (like “according to some school of thought”) that a woman is “any person that identifies as a woman”, which is, to say the least, deeply politically biased by recent trends.
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- Just nevermind
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So tired of this false equivalence between left and right politics in the US. So because major LLMs support a increase in the minimum wage we need to offset it with an LLM that has spouted Nazi propaganda and lets you generate porn image of real people?
facts have a left leaning bias
Haven’t heard this one in a while XD
Correction: facts are facts.
How a person perceives facts categorizes them into a political bias bucket.
This is an incredibly dangerous and insane world view.
Are you really that ignorant to not understand that a form of this is at the heart of basically every atrocity in history?
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Unless you ask them about IQ, which is apparently not real?
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These days objectivity is politically left. The right has fallen off a cliff and pulled the Overton window down with it.
So Crime++, Prostitution++, Police--, Drugs++, Unlimited Immigration++, you get my point? I don't think "objectivity" is politically left.
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Models are tuned to give ethical responses and right-leaning responses are judged by RLHF process to be unethical. That's your problem.
It's not 'left' or 'right' to be ethical, but if one side is inherently antisocial and unethical then it's going to naturally create an appearance of bias toward the other.
What's "ethical" is literally a political and philosophical question. There is no objective answer to that.
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Who determines what is "ethical"?
Yeah nobody wants to balance their answers with Nazi ideology (far right basically) in their tuning except Grok
love that you somehow think that the other contenders are so much more trustworthy (and you have the top comment so others do as well) that you have to comment on it.
I haven't seen Claude say that Elon Musk is more athletic than Lebron James.
All models are political. The rest of them are just sufficiently woke for you.
I don't care if they're woke, but I do care that every model naturally leans left, but Grok leans right. That signals to me that it's been/being tampered with and I don't like that. LLMs rely on statistics and a model that leans right is a statistical anomaly. I don't like anomalies. It has nothing to do with if the chat bot misgenders me or not. I don't give a shit about any of that. I give a shit that the data set is bad. I don't want anomalous models writing code for me and I don't think that's a crazy take.
Grok was ranting about "white genocide" in unrelated conversations just one year ago.
And google was rendering the founding fathers to be black. By the way Google has recently been determined to be the MOST neutral LLM. I guess they learned their lesson after Black George Wash.
It makes sense in the black-majority country of South Africa, which was the context of Grok's rant. They sing "kill the Boers, kill the farmers" at major political rallies, and it's not even illegal.
https://en.wikipedia.org/wiki/Dubul%27_ibhunu
I'm curious, do you have an example of a level of "woke" extremeness demonstrated by the "rest of them" that is on par with Mecha-Hitler? Because yes, all views on reality are indeed political, but the tendency of most of the models is actually toward the middle, with perhaps some left bias.
You probably haven't asked e.g. Claude about radioactive topics like minority crime rates in western countries or trans women biology.
If you did, you might not have detected how it lied to you.
If you did, you probably never pointed out to the model how it was lying.
If you did, you almost certainly never then had Claude admit that it was lying because of its HRLF process and built-in biases.
If you did, you probably never had Claude willingly list all the 10-15 major research fields it states that people just should not be using it for. You would not have seen it admit an incapability of telling the truth on "difficult" matters until the user makes it state directly that its sources are so often cherrypicked and/or presenting an extremely false balance.
I wish for you to experience all this very soon, so you understand that all LLMs are biased. Most of them even skew very progressive.
And believe it or not, but Grok has in most of my testing been MORE politically correct than GPT and Gemini, it just gets an edgy rep because X users are able to make it say politically incorrect stuff. (Just like anyone can also make Gemini spit out factually true Breitbart articles if they try.)
But the reality is that on grok.com or in the app Grok is very tame. Boringly so, I would add.
I feel sad for you my friend to see that you are asking for political topics to a LLM. I hope one they you will realize you can actually do productive things with this technology.