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This new data poisoning tool lets artists fight back against generative AI (www.technologyreview.com)
submitted 1 year ago by ElectroVagrant to c/technology
130 comments fedilink hide all child comments
 

A new tool lets artists add invisible changes to the pixels in their art before they upload it online so that if it’s scraped into an AI training set, it can cause the resulting model to break in chaotic and unpredictable ways.

The tool, called Nightshade, is intended as a way to fight back against AI companies that use artists’ work to train their models without the creator’s permission.
[...]
Zhao’s team also developed Glaze, a tool that allows artists to “mask” their own personal style to prevent it from being scraped by AI companies. It works in a similar way to Nightshade: by changing the pixels of images in subtle ways that are invisible to the human eye but manipulate machine-learning models to interpret the image as something different from what it actually shows.

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[–] kayrae_42 2 points 1 year ago

As an artist who studies data science, I would say doing art and generating art are an entirely different process. AI has no reference outside of the information we give it. It had no real understanding of lighting, spacial awareness. We can tell it every tank is a cat, every flashlight is a pig and it will never question it. If we tell a toddler that every tank is a cat, they may call a tank a cat, but they will never think a that “cat” is a house pet. They will never think that “pig” will oink or be turned into steaks. An AI however would if your language conventions were the same in the prompt.

If you go to the art walk and go home and try to recreate a style, you were inspired. If an AI model is trained on many styles and you tell it “portrait, woman, Van Gogh style, painterly, blue tones” then do you understand what you asked for? Was the ai inspired by Van Gogh? Did the ai study his techniques? No. It broke down his art pixel by pixel, rearranged it in a filter styled overlay over a woman, most likely a young woman-because of algorithmic bias which has been studied- in shades of blue. Humans take the time to study the why, the how. Ai does not. Humans are not just meat robots.

I should say I’m not against AI art. I’m against gathering against consent. If it was opt in, or if there was some type of pay for program that would be fine. Even if it was pennies each month. But the fact that they scrape without consent. Or are now going back and adding it into TOS where it never was before feels scummy. AI art has a place, and is a helpful tool. But it’s not a replacement for artists, it has many flaws still, that might never be worked out.

Thank you for helping me with line break.