Technology

Look, I hate racism and inherent bias toward white people but this is just ignorance of the tech. Willfully or otherwise it’s still misleading clickbait. Upload a picture of an anonymous white chick and ask the same thing. It’s going go to make a similar image of another white chick. To get it to reliably recreate your facial features it needs to be trained on your face. It works for celebrities for this reason not a random “Asian MIT student” This kind of shit sets us back and makes us look reactionary.

Meanwhile every trained model on Civit.ai produces 12/10 Asian women...

Joking aside, what you feed the model is what you get. Model is trained. You train it on white people, it's going to create white people, you train it on big titty anime girls it's not going to produce WWII images either.

Then there's a study cited that claims Dall-e has a bias when producing images of CEO or director as cis-white males. Think of CEOs that you know. Better yet, google them. It's shit but it's the world we live in. I think the focus should be on not having so many white privileged people in the real world, not telling AI to discard the data.

They should just call AIs “confirmation bias amplifiers”.

This is not surprising if you follow the tech, but I think the signal boost from articles like this is important because there are constantly new people just learning about how AI works, and it's very very important to understand the bias embedded into them.

It's also worth actually learning how to use them, too. People expect them to be magic, it seems. They are not magic.

If you're going to try something like this, you should describe yourself as clearly as possible. Describe your eye color, hair color/length/style, age, expression, angle, and obviously race. Basically, describe any feature you want it to retain.

I have not used the specific program mentioned in the article, but the ones I have used simply do not work the way she's trying to use them. The phrase she used, "the girl from the original photo", would have no meaning in Stable Diffusion, for example (which I'd bet Playground AI is based on, though they don't specify). The img2img function makes a new image, with the original as a starting point. It does NOT analyze the content of the original or attempt to retain any features not included in the prompt. There's no connection between the prompt and the input image, so "the girl from the original photo" is garbage input. Garbage in, garbage out.

There are special-purpose programs designed for exactly the task of making photos look professional, which presumably go to the trouble to analyze the original, guess these things, and pass those through to the generator to retain the features. (I haven't tried them, personally, so perhaps I'm giving them too much credit...)

Garbage in = Garbage out

ML training data sets are only as good as their data, and almost all data is inherently flawed. Biases are just more pronounced in these models because they scale the bias with the size of the model, becoming more and more noticeable.

Can we talk about how a lot of these AI-generated faces have goat pupils? That's some major bias that is often swept under the rug. An AI that thinks only goats can be professionals could cause huge disadvantages for human applicants.

These biases have always existed in the training data used for ML models (society and all that influencing the data we collect and the inherent biases that are latent within), but it’s definitely interesting that generative models now make these biases much much more visible (figuratively and literally with image models) to the lay person

User error, be more specific

Also depends on what model was used, prompt, strength of prompt etc.

No news here, just someone who doesn't know how to use AI generation.

Why is anyone surprised at this? People are using AI for things it was never designed and optimized for.

Hm. Probably trained on more white people than Asians shrug

She asked the AI to make her photo more like what society stereotypes as professional, and it made her photo more like what society stereotypes as professional.

Garbage post

Ask AI to generate an image of a basketball player and see what happens.

This isn't some OMG ThE CoMpUtER Is tHe rAcIsT... this is using historical data and using that data to alter or generation a new image. But our news media will of course try to turn it into some clickbait BS.

Racial bias propagating, click-baity article.

Did anyone bother to fact check this? I ran her exact photo and prompt through Playground AI and it pumped out a bad photo of an Indian woman. Are we supposed to play the raical bias card against Indian women now?

This entire article can be summarized as "Playground AI isn't very good, but that's boring news so let's dress it up as something else"

Rage bait to push the ethics in AI narrative

White = professional?!

Blonde hair = Super Saiyan

This is why you get a human to take professional shots for you.

Media: "I don't understand technology" even though writing about the technology multiple times.

AIs are completely based on the training data that they'll use. If they only loaded professional headshots of Asian people, a white person would turn Asian if added.

Besides which you run it multiple times, and choose the one you want, I'm sure if you did that, it'd change her eye color multiple times.

Really blame the AI, not AI in general. Or blame the media for making clickbait articles in the first place.

Honestly news stories about dumb ideas not working out don't really bother me much. Congrats, the plagiarism machine tried to make you look like you fit in to a world that, to the surprise of nobody but idealists, still has a shitload of racial preferences.

So? There are white people in the world. Ten bucks says she tuned it to make her look white for the clicks. I've seen this in person several times at my local college. People die for attention, and shit like this is an easy-in.

Sigh...

It's not racial bias, it works from a limited dataset and what it understands a "professional headshot" even is.

Seems like some ragebait to me.

AI turned her into a White Walker

This is just dumb rage-bait. At worst this shows a bias in training data, probably because the AI was developed in a majority white country that used images of majority white people to train it.

And likely its not even that. The AI has no concept of race, so doesnt know to make white people white and asian people asian, so would also be likely to do the reverse.

Interestingly, many stable diffusion models are trained on pictures of Asian people and thus often generate people that look more or less Asian if there's no specific input or tuning otherwise. It's all in the training data and tuning.

See for example here for reference.