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It's almost as if the majority of high-quality, permissively licensed online prose exhibits a liberal bias. Who could have possibly seen this coming!?
Grok is described as one of the less accurate LLMs. I wonder if it is possible to both be politically “unbiased” and maximally truth seeking.
I’ve been going down a bit of a conservative philosophical rabbit holes lately — and while conservatism may be maximally truth seeking in a religious sense, in an epistemological sense, it’s suspicious that rationality is the right way to determine how institutions should be organized. Conservative arguments aren’t meant to be built on a rational foundation.
Not that liberal positions are inherently rational, but if you’re position is that there should be no abortions no exceptions, than the entire chain of thinking that may lead to some kind of compromised position on abortion is inherently “liberal”.
I don't think it is, to be honest.
Politics - particularly politics relevant to large democracies - appears to be a function of visible truth, and not truth itself. See all the articles about "X slams Y" or the endless "we're launching an investigation into [thing we cannot prove]".
Anecdotally, from one attempt at chatting with it, Grok is far and away the most obviously dishonest and shifts conversations towards right leaning talking points.
Maximally truth seeking indeed.
I mean, there's such a thing as reality and there's such a thing as being wrong.
By construction, the closer you approach reality, the narrower your band of uncertainty becomes, and the less overlap you have with viewpoints that are just plain wrong. Doubtless their proponents will call that biased.
In principle yes if you're in a polity where the entire political spectrum broadly accepts scientific base consensus, idk in practice maybe in Singapore?
In the US, although the number has been declining, almost 4 in 10 people are young earth creationists and believe the planet is less than 10k years old an din that case the answer to your question is probably, no.
I don't think we can access the Platonic Form of Unbiased in this world. The best we can do is put forward as many points of view on a topic as possible and let the reader choose. It seems that Google's AI does the best job at this.
On a side note, neither of the mainstream parties are internally coherent. This is the nature of big-tent, two-party politics. You can only find coherence in the smaller sects within.
If an LLM equally weighted flat earth and spherical earth or creationism and evolution so I could decide I would never use that LlM again. And I suspect I’m not alone. I think you’ve outlined an LLM that would hypercharge my concerns.
But also I want to point out the specific nature of my concerns isn’t monodirectional - it’s that if a political position is not arrived to rationally, and it is trained to ignore structured argument - than does that form of epistemology bleed over into subjects they aren’t specifically political.
It should default to the mainstream opinion in general, but if you specifically ask about the shape of Earth, I do think it should mention the different theories as well as their pluses, minuses, and consensus. Avoiding bad or outdated ideas is bad in both theory and practice. If we don't speak about it, then that leaves the microphone solely to the kooks. I want an AI that gives me all relevant positions. Otherwise, it's a waste of my time. I don't want to go to my AI priest for quick answers. I want to be informed.
Most things won't fall onto such easily decidable lines as well. In politics, which encompass far more than people realize, there will be many opinions that are not falsifiable. As an example, if someone asks, "What country is Kashmire in?" Would it be more informative to give one side of the story or both? Which one is "correct?"
AI is not rational (yet), although some would argue that it's getting close. It is complex retrieval of highly curated, unstructured data. So yes, there is enormous bias in the information, some of it good, some of it bad.
This supports multiple positions. AIs do not think. They do not reason. Their best use is summarizing subjects while giving multiple citations that I can read myself. The AI user motto must be, "Trust but verify."
Why does it lie so much then? Why is it opposed to reality so much. Conservativism was never truth seeking in any reasonable sense. It history is not about truth, its ways to gain power are not about truth and the things they write are not concerned with truth.
I've been thinking the same thing recently. I'm in conversation with a friend of mine who's much more aligned to the right and our philosophical conversations route their way around consistent logic in order to arrive at certain assertions about "reality".
Much of the reasoning is about what it opposes and where the error lies in the "other side" (nearly always a strawman) rather than a positive argument. Where there is a positive argument, it's logic doesn't consistently apply to other analogous areas. It's often a justification rather than a commitment to a reasonable principle or idea.
To be fair, wisdom isn't reducible to a set of rules or principles. It's a weighing of values and priorities and accounting for the impacts and implications.
I suspect there is something to the notion that consistent reasoning has a "liberal" bias in its nature. Whether this means there's more wisdom in that reasonableness is another question all together.
For sure I think part of the problem would be my suspicion of how these tools are being trained. If they’re hiring conservative philosophers to weight the value of tacit knowledge, then great. But if they’re just mashing the “only two genders” button, or like scoring up articles about immigrant crime, as I suspect they are, they the question is, circumvent that process enough, and I wonder if it bleeds into the reasoning process.
To be honest I don’t think an LLM that more accurately represents this kind of reasoning would actually be more representative, per your observation, I’ll say plainly I don’t think the types of people on the right who are most likely activists in this area are doing so because of a passion for different types of reasoning. I think it specifically does desire to advance positions without needing reason.
Unsurprising result - here's Microsoft (in collaboration with MIT, Carnegie Mellon, and University of Washington) on how they measure & censor hate speech in their AIs [0]: Our ultimate aim is to shift power dynamics to targets of oppression. Therefore, we do not consider identity dimensions that are historically the agents of oppression (e.g., whiteness, heterosexuality, able-bodied-ness).
As promised, their safety scores exclude Whites [1], and their training data [2,3] labels the following as hate:
While made by Microsoft, it's widely used in the industry, e.g. Facebook tuned their LLAMA-2 on it [4].
[0] https://arxiv.org/pdf/2203.09509
[1] https://github.com/microsoft/SafeNLP#safety-scores-based-on-...
[2] https://github.com/microsoft/SafeNLP/blob/main/data/implicit...
[3] https://github.com/microsoft/SafeNLP/blob/main/data/toxiGen....
[4] https://arxiv.org/pdf/2307.09288, page 31
This has an incorrect baked-in assumption that arguments should be equally weighed based on political leaning. But sometimes arguments are just wrong -- the right wing argument on climate change was that it was a hoax or not human-made for a long time. A properly truth-seeking AI would not present that argument as valid or supported.
Of course they're biased. Everything is biased, just a question of direction and degree.
I wonder how this information will influence Republican party political strategy
We already know chatbots already inform political views, if LLMs become the battleground for informing political views I wouldn't be surprised if the Trump admin takes a more nationalistic stance on the AI models