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Posted by mektrik 7 hours ago

Political bias in AI: Where the AI models stand(trakkr.ai)
47 points | 112 commentspage 2
EColi 6 hours ago|
Interesting how high Grok scored for 'bending under pressure'. As a non expert, I wonder what that means, how is an llm trained to hold its position?
maelito 6 hours ago||
Wait what ? Emmanuel Macron far more right than Xi Jinping ? And even more than Barack Obama ?

France has an incomparable social security ; environmental laws ; worker protection ; way less economic inequality ; freedom of speech and civil liberties are impossible to compare with China ; etc

Of course this is not exhaustive, of course Macron did try to hinder some of those rights, but come on, there's something wrong here.

I couldn't find how these leaders have been ranked.

lstodd 6 hours ago||
No opinion on Macron's rightness (I think he's so weak as to be unable to have a position, but that's neither here nor there).

I think you misattribute, everything you cited was there before him and he had no leverage to change any of it. EU is left, FR is very left, and anyone elected president in FR can't do shit.

Now, if you task an LLM to skim hot news you'll get a distorted rendition of a projected image which has zero to do with actual policy.

maelito 5 hours ago||
"EU is left". Haha, good joke. This shows how much the US and the audience of HN has shifted to the right.
lstodd 5 hours ago|||
Haha nice catch. In EU there is no left or right, only reelections by scaremongering. Also 75% effective tax rate, not including VAT.
xdennis 2 hours ago|||
> "EU is left". Haha, good joke.

You are out of touch. The left supports the EU far more than the right. See this Pew poll from 2025[1].

In Europe, for every country, the left view the EU more favorably. The largest difference is in Poland where 88% of left wingers support it and 41% of right wingers support it.

[1]: https://www.pewresearch.org/short-reads/2025/09/22/opinions-...

asadotzler 1 hour ago||
If your choices were Hitler or Mussolini and you picked one side over the other, how you voted isn't saying much about your politics. How people vote, often the lesser of two evils, isn't necessarily representative of anyone's political views, the voter or the candidate. Suggesting the EU is liberal because more liberals support the EU is hardly useful and borders on misleading.
c0n5pir4cy 6 hours ago|||
I mean yes - I think you are also confusing the axes of the political compass somewhat. Freedom of Speech, civil liberties etc are the Y-Axis - here Xi leans authoritarian.

China actually has some pretty radical left economics policies - like pushing money/resources etc towards state owned entities.

u8080 6 hours ago||
This is very strange ranking where Putin is "right" compared to Obama - while Russia has universal healthcare and education with huge government involvement into economy.
xdennis 3 hours ago||
It's useless to judge left vs right on a global scale because different countries have different standards.

For example, supporting universal healthcare does not make you a left winger in the UK. Or, take conservatism for example. It was first used in France, where it meant supporting the monarchy. By that definition, no one in the US is a conservative.

Whenever someone tries to create a global definition for left and right, they're just baking in their personal biases for what left and right ought to be.

> huge government involvement into economy

This has nothing to do with the right. Stalin had the government even more involved in the economy and he wasn't a right winger.

throwitaway222 3 hours ago||
How the hell did Gemini pull that off. 2 years ago the founders were black!
tomrod 6 hours ago||
This is a good way to view this. This isn't making an objective calculation, and the way they code left vs right is certainly subject to debate, but the type of analysis where we work to understand biases is important.

Although, this also reminds me of the old saying about reality and leftward bias.

surement 6 hours ago||
Bernie Sanders and Donald Trump being diametrically opposed really makes you wonder how they came up with the positions on the graph.
root_axis 2 hours ago||
They are, suggesting they aren't is just sophistry masking as clever insight. Any similarities between the two are superficial rhetorical details - comparing them with respect to their careers as elected politicians demonstrates an obviously massive chasm between them.
Tepix 6 hours ago|||
Do you feel they agree on many topics?
surement 5 hours ago|||
They agree on immigration, both illegal (border security) and skilled (H1B). They agree on trade policy and tariffs. They agree on public stakes in AI and semiconductor companies. They used to agree on foreign intervention, though Trump 47 less so.
ceejayoz 5 hours ago||
If you think Bernie Sanders and Donald Trump broadly "agree on immigration" you've lost your mind.
surement 5 hours ago||
https://www.theguardian.com/us-news/2025/mar/24/bernie-sande...

https://americancommunitymedia.org/immigration/h-1b-workers-...

ceejayoz 5 hours ago||
See, this is why this exchange happened: https://news.ycombinator.com/item?id=48674336 / https://news.ycombinator.com/item?id=48674103

Your first link - which is a little funny as you tried to slam me for using NPR and CNN as sources, then picked The Guardian - agrees with me; that Sanders and Trump disagree on immigration, even if they agree that Biden flubbed it.

> “The idea that Trump has … he says he wants to deport 20 million people who are in this country who are undocumented,” Sanders said. “Well, you do that, you destroy the country, because I got news for you – Trump’s billionaire friends are not going to pick the crops in California that feed us. They’re not going to work in meat packing houses. That’s what undocumented people are doing.”

Read more than just the headline, perhaps?

boxed 6 hours ago|||
They are both populists with a somewhat tenuous connection to reality?
MarkusQ 5 hours ago||
They also both say far more random shit than their fan clubs are willing to admit. Amusingly, you can often find cases where they've voiced the same or very similar opinions (though at different times).
MarkusQ 2 hours ago||
[flagged]
legitster 2 hours ago||
Your location on the graph is a measure of the cohesiveness of your overall policy preferences, not necessarily the zealousness or character of the person who holds the position.

Technically Trump is anti-gun and Sanders is pro-gun. That's enough to pull them closer towards each other on a graph even though they are diametrically opposed.

MarkusQ 2 hours ago||
https://www.politifact.com/article/2020/feb/10/bernie-sander...
vrganj 6 hours ago||
This wrongly assumes a few things about ideology, most importantly that there is such a thing as a "center" or an "unbiased" position.

Since humans are inherently subjective beings and all our judgements come from our understanding of the world, such a position cannot exist. It's always "unbiased" from where the viewer is looking, e.g. a reflection of the ideology of the observer. There is no view from nowhere.

The "neutral" of an average Chinese person will from the "neutral" of an average American will differ from the "neutral" of a socialist will differ from the "neutral" of a Christian fundamentalist will differ from the "neutral" of a free marketer.

To quote Zizek:

> I already am eating from the trashcan all the time. The name of this trashcan is ideology.

> The material force of ideology makes me not see what I am effectively eating. It’s not only our reality which enslaves us. The tragedy of our predicament when we are within ideology is that when we think that we escape it into our dreams, at that point we are within ideology.

summarybot 6 hours ago||
Authoritarian versus Libertarian? Really?
tomrod 6 hours ago||
Substitute 'Communitarian' and 'Classical Liberal' if you find the common political compass terms too charged.
MarkusQ 6 hours ago||
Since when are Socialists considered Classical Liberals?

It's not that the labels are charged, it's that they are nonsensical unless you look at them from a very narrow bespoke perspective, where "things I like" go on one side and "bad things" go on the other. Objectively (or even from any other biased perspective), it's rubbish.

mcv 17 minutes ago|||
Yeah, Libertarian is better. The first use of Libertarian was in the phrase Libertarian Communism. That, Libertarian Socialism and Anarchism are what the far ends of that bottom left corner is mostly about, although there is progressive liberalism, which is the more common moderate areas of that quarter.
tomrod 4 hours ago|||
They aren't. You flipped them, not sure if intentionally or by accident.
MarkusQ 4 hours ago||
So are you saying Xi Jinping is the Classical Liberal and Bernie Sanders is the Comunitarian? Or are you saying it's the other way around?

(For clarity: I didn't "flip" them, I'm saying that they are both Communitarian and neither is a Classical Liberal.)

MarkusQ 6 hours ago||
And the two most "Libertarian" politicians listed (Sanders and Sánchez) are both avowed Socialists...WTF?

I really think this says more about the biases of whoever came up with it (or their sources) than anything about reality.

summarybot 2 hours ago||
Small government vs Big government and Family Values vs Social Nonobligation would have been much cleaner.
nekusar 6 hours ago|
How about this one:

CAPITALIST: Gemini, Llama, Claude, Grok, ChatGPT

SOCIALIST: DeepSeek, Qwen, Z.ai

tomrod 6 hours ago|
Source: trust me bro
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