Not sure if someone else has brought this up, but this is because these AI models are massively biased towards generating white people so as a lazy "fix" they randomly add race tags to your prompts to get more racially diverse results.
this post was submitted on 22 Feb 2024
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Exactly. I wish people had a better understanding of what's going on technically.
It's not that the model itself has these biases. It's that the instructions given them are heavy handed in trying to correct for an inversely skewed representation bias.
So the models are literally ok instructed things like "if generating a person, add a modifier to evenly represent various backgrounds like Black, South Asian..."
Here you can see that modifier being reflected back when the prompt is shared before the image.
It's like an ethnicity AdLibs the model is being instructed to fill out whenever generating people.
I mean, I don't think it's an easy thing to fix. How do you eliminate bias in the training data without eliminating a substantial percentage of your training data. Which would significantly hinder performance.
Rather than eliminating the some of the training data, you could add more training data to create an even balance.
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how about black nazis or female asian nazi soldiers?
female asian nazi soldiers
That's someone's fetish, isn't it?
Never ask a woman her age, a man his salary, or a white supremacist the race of his girlfriend
Thats me
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With that sort of diversity, can we really say the Nazis were all that bad?
Thisis what the nazis would've looked like if they were Asian or black
It's horrifically bad, even if not compared against other LLMs. I asked it for photos of actress and model Elle Fanning (aged 25 or so) on a beach, and it accused me of seeking CSAM... That's an instant never-going-to-use-again for me - mishandling that subject matter in any way is not a "whoopsie"
No no, you are the child in this context
But I'm a practicing non-contextualist!
That sounds more like what shall we ever do if children are allowed to see bikinis
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This just shows that AI sucks for getting accurate information. Even if it didn't hallucinate black people, it would've been just as wrong, just with white skinned queens. Now the lies just line up with "current social freakout of conservatives".
AI is like spicy autocomplete. People need to understand that AI is basically that Excel meme but with pictures.
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This is fucking ridiculous. This AI is the worst of them all. I don't mind it when they subtly try to insert some diversity where it makes sense but this is just nonsense.
They are experimenting and tuning. Apparently without any correction there is significant racist bias. Basically the AI reflects the long term racial bias in the training data. According to this BBC article it was an attempt to correct this bias but went a bit overboard.
Significant racist bias is an understatement.
I asked a generator to make me a “queen monkey in a purple gown sitting on a throne” and I got maybe two pictures of actual monkeys. I even tried rewording it several times to be a real monkey, described the hair and everything.
The rest were all women of color.
Very disturbing. Pretty ladies, but very racist.
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For example, a prompt seeking images of America's founding fathers turned up women and people of colour.
"A bit" overboard yeah
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Apparently without any correction there is significant racist bias.
This doesn't make it any less ridiculous. This is a central pillar of this kind of AI tech, and they're trying to shove a band aid over the most obvious example of it. Clearly, that doesn't work. It's also only even attempting to fix one of the "problems" - they're never going to be able to "band aid" every single place where the AI exhibits this problem, so it's going to leave thousands of others un-fixed. Even if their band aid works, it only continues to mask the shortcomings of this tech and makes it less obvious to people that it's horrendously inacurrate with the other things it does.
Basically the AI reflects the long term racial bias in the training data. According to this BBC article it was an attempt to correct this bias but went a bit overboard.
Exactly. This is a core failing of LLM tech. It's just going to repeat all the shit it was fed to it. You're never going to fix that. You can attempt to steer it in different directions, but the reason this tech was used was because it is otherwise impossible for us to trudge through all the info that was fed to it. This was the only way to get it to "understand" everything. But all of it's understandings are going to have these biases, and it's going to be just as impossible to run through and fix all of these. It's like you didn't have enough metal to build the titanic so you just built it out of Swiss cheese and are trying to duct tape one hole closed so it doesn't sink. It's just never going to work.
This being pushed as some artificial INTELLIGENCE is the problem here. This shit doesn't understand what it's doing, it's just regurgitating the things it's consumed. It's going to be exactly as flawed as whatever was put into it, and you can't change that. The internet media it was trained on is racist, biased, full of undeniably false information, and massively swayed by propaganda on all sides of the fence. You can't expect LLMs to do anything different when trained on that data. They're going to have all the same problems. Asking these things to give you any information is like asking the average internet user what the answer is. And the average internet user is not very intelligent.
These are just amped up chat bots with data being sourced from random bits of the internet. Calling them artificial INTELLIGENCE misleads people into thinking these bots are smart of have some sort of understanding of what they're doing. They don't. They're just fucking internet parrots, and they don't have the architecture to be "fixed" from having these problems. Trying to patch these problems out is a fools errand and only masks their underlying failings.
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We all expected the AIs to launch nukes, and they simply held up a mirror.
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Wow I had no idea there was such diversity in the British ruling class from that period! /s
Yes who can forget about Henry the Magnificent and his onion hat.
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Wonder if you would get white rulers if you asked for historical leaders in Africa
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Please note that the prompt says "queens of England" very clearly, which turns it into a glorified Google image search, so the results are unacceptable trash, and vaguely leftist language about people being angry for the lack of racism are your problem, only. Fuck off, troll.
The real issue is that even with a handholding, direct and easy prompt, the tech cannot simply hand over pictures, even generated ones to avoid copyright issues, that come from easily discovered answers on Wikipedia and who knows how many other credible sources. The lineage of the British Royal Family is all but open-source data - probably is, literally - and your mom can probably name three Queens offhand though she's Canadian. This thing completely ate shit on an easy, easy prompt.
I don't know how many times now I've seen some YouTuber use "evil Jerome Powell" as a prompt for a thumbnail, and get a clear picture of him complete with devil horns, copyright be damned, so what the f? The AI isn't this stupid, that means they're nerfing it and screwing it up. You best believe they're still selling it, though.
What other results will it comically fuck up, but you don't have the knowledge to critique? You won't see the results, either, somebody else will use them to judge your resume; IS using them, now. Fucking lazy hiring managers are going to just plug your name into this thing and ask for a synopsis of your life so they don't have to work. It will just fill in missing information with lies, and they'll eat it up. I guess you shot two people a couple of years ago and didn't know about it. I wonder why you didn't get the job?
People have been crazy dumb with this AI, meaning young, smart, tech-savvy people with heavy internet backgrounds who should know better than to trust keep treating it like an oracle, because they have some weird blind spot about this technology. Ignorant executives who think math is for slurs are going to make it do everything.
They're going to use this technology to decide who gets an apartment, who gets arrested, and a bunch of other shit, save your leftism for that.
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It is ridiculous. However, how can we know you did not first instruct to only show dark skin? Or select these from many examples that showed something else?
This issue is widely reported and you can check the AI for yourself to confirm.
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Is there some preview version of Gemini Ultra that can generate images or what gives?
Based on another comment here, looks like they turned off image generation recently
I know that the 23-year reign of Renaissance Ruler is mired in controversy, but you have to admit that without her, England would never have conquered Redding.
Just current BBC live action casting policy believe it or not.
Always telling when you see people online with a huge problem when AI generators aren't racist or attempt to avoid racism.
It's almost like they see racism in technology as a sort of affirmation.
I'm not sure just giving false history is anti-racist. It's usually the racist side that tries to do that, really.
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