A New Tool Lets Artists Add Invisible Changes To The Pixels In Their Art Before They Upload It Online

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. Using it to “poison” this training data could damage future iterations of image-generating AI models, such as DALL-E, Midjourney, and Stable Diffusion, by rendering some of their outputs useless—dogs become cats, cars become cows, and so forth. MIT Technology Review got an exclusive preview of the research, which has been submitted for peer review at computer security conference Usenix.   

AI companies such as OpenAI, Meta, Google, and Stability AI are facing a slew of lawsuits from artists who claim that their copyrighted material and personal information was scraped without consent or compensation. Ben Zhao, a professor at the University of Chicago, who led the team that created Nightshade, says the hope is that it will help tip the power balance back from AI companies towards artists, by creating a powerful deterrent against disrespecting artists’ copyright and intellectual property. Meta, Google, Stability AI, and OpenAI did not respond to MIT Technology Review’s request for comment on how they might respond. 

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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I think I recall that Erwin, at least, attended school in a schoolhouse where his father was the teacher? I may be remembering incorrectly.

I presumed that the in outer wall, students were more often than not homeschooled. The middle wall had more "sophisticated" schools, with a dedicated building for them, and the inner wall had full-blown academies.

And, of course, that is just my head cannon.

something I've always wondered when it came to the AoT verse is how they handled education, specifically within the walls. I remember reading a jean kid fic years ago and education was portrayed as a schoolhouse that all the kids in Trost attended (and assuming this practice applied to other parts of the walls) part of me feels like it was the norm for kids to be homeschooled in the walls. I don't recall this ever being touched on in the manga, unless I glazed it over. but I want to know, what are your head canons regarding education in AoT, in the walls and in Marley?

why not? lol

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