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Informed consent: considering steganographic techniques to fingerprint Generative AI output


by @beet_keeper

Artificial intelligence (AI) is a polarizing topic. For every reasoned assessment of the technology and its potential to make some of our smaller, onerous, or more repetitive tasks easier, there are probably 100 reactive pieces predicting some radical overhaul of societal norms, from the service industry receiving new intakes of out of work software developers to laypeople taking on roles traditionally occupied by those of a college education, if they just start “asking their AI the right questions” ¯\_(ツ)_/¯

The amount of AI-propaganda is draining, and the reaction is often spread across the board too, some cheer leading, some decrying, plenty taking their time to offer skilled and nuanced rebuttals, or suggestions for improvements.

I find myself largely trying to stay out of the conversations. A lot like blockchain conversations 8 years ago, it will take another half decade for the hype-cycle to plateau for us to see where it can truly complement our work.

One part of the conversation that is increasingly harder to ignore, is being informed about when AI has been used in the generation of text or images. It is the property of knowing, or having the tools to know is what I feel is the most important.

How can we be better informed about when AI is used, so that we are better prepared as consumers, to receive and understand content?

In this blog I want to explore the potential for steganography techniques to be used in the output of AI to fingerprint content and provide a way for front-end mechanisms to identify it, as we might file formats using magic numbers, so that users can be given the chance of informed consent: the opportunity to opt-in or out of whether we engage with AI content or not.

Anybody have hints or pointers at "text watermarking"? The idea being that if you had a web site whose primary value was text that people are paying a fee to read, and a paying subscriber copies out all the text and makes a competing site, how could you identify stolen text? None of this text is public, so LLM scraping isn't the threat. Competitors scraping and reusing the knowledge is the threat.

I'm asking for a friend who's concerned (trying to make a startup where much of the value is his own IP). I don't have any ideas, so I'm kinda blindly searching at the moment.

Google DeepMind is making its AI text watermark open source

Google DeepMind has developed a tool for identifying AI-generated text and is making it available open source. SynthID works by adding an invisible watermark directly into the text when it is generated by an AI model.

#Google #DeepMind #SynthID #ArtificialIntelligence #AI #GenAI #LLM #watermark #technology #tech #innovation #opensource

technologyreview.com/2024/10/2

MIT Technology Review · Google DeepMind is making its AI text watermark open sourceBy Melissa Heikkilä

"Orinoco Flow", also released as "#OrinocoFlow (Sail Away)", is a song by Irish singer-songwriter #Enya from her second studio album, #Watermark (1988). It was released on 3 October 1988 by #WEARecords in the United Kingdom and by #GeffenRecords in the United States the following year. The song topped the #UKSinglesChart for three weeks and received two Grammy Award nominations for #BestMusicVideo and #BestNewAgePerformance at the #32ndAnnualGrammyAwards.
youtube.com/watch?v=LTrk4X9ACt

#France supports its citizens by helping them #watermark their documents, giving them irrevocable evidence of ownership through the webapp "Filigrane facile": filigrane.beta.gouv.fr/

And the site is #OpenSource.

Together with its companion site "Dossier facile", using the Vue framework, the entire project is under the MIT license on GitHub: github.com/MTES-MCT/Dossier-Fa and github.com/MTES-MCT/dossierfac

This is so cool to have government departments building #FLOSS.

h/t @luna

filigrane.beta.gouv.frFiligrane Facile

I've updated my little watermark+sciart prompt tool so that the user can add their own 'credit' text...like 'by Kristin Henry'. Nothing fancy about it, but it all takes place in the browser. Still lots of room for improvement :)

It's now in the 'download' option on my itch.io page for it. Click on the 'No thanks, just take me to the download' when it asks for payment.

It's free to use, especially for #SciArtSeptember!

artatomic.itch.io/prompts