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It seems fairly easy to bake a chain of custody into your images. Sensor outputs a signed raw image, AI outputs a different signed “touched up” image. We can afford to keep both in this hypothetical future; use whichever one you want.

Once generative AI really takes off we will need some system for unambiguously proving where an image/video came from; the solution is quite obvious in this case and many have sketched it already.



The images generated by SLR and mirrorless cameras are already signed with device embedded keys during EXIF embedding. Every manufacturer sells such verification systems to law enforcement or other institutions to verify such images.

Sometimes there are exploits which extract these keys from the cameras themselves, but I don't hear them nowadays.

One of the older products: https://imaging.nikon.com/lineup/software/img_auth/index.htm


Until some PM says "why do we have both images, our data shows that 99.5% of users don't use the raw image, let's remove that feature."


And the answer is “spam filters and AI personal curation agents will drop any image without chain of custody from every feed that claims to be about reality”.

In a world where any image or video can be generated, chain of custody to a real-world ground-truth will be vitally important.


I've been saying this to myself too many times now...

This will become indispensable sooner than anyone imagines or wants it to.


Will film cameras see a revival?


I think anything analog is going to be suspect; you can take a photo of a digital image and it could look like a real analog image.

Absent a chain of custody (perhaps including GPS baked into the signed image data blob), I think analog artifacts will become untrustable. Unless you can physically date them to pre-generative era!


Simple solution: keep the raw image and AI it on the fly (this is a hypothetical future remember)

Bonus feature: new display devices get better trained / new AI features for free


So now not only are there AI-imagined details in your images but those details are also different depending on which device the image is viewed on. Lovely.


Or no AI enhancements, since you have the raw photo sensor data, even better you can pick your own AI algorithms to apply to the image.

E.g. from the raw data we know the sensor, we can train a specific AI to enhance the image from the known physical properties of the CCD


In a functional government, that data is mandated And regulated


Then someone takes a photo of their TV screen. Presto, instant chain of custody for any image you want!


It’s a fair point but with high enough resolution (and perhaps GPS baked into the trusted data) I suspect it would be very hard to actually forge a digital image from an analog source.

Likewise depth fields and other potential forms of sensor augmentation.




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