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by mNovak 532 days ago
I recall someone using one of the image generation models for pretty impressive (lossy) compression as well -- I wonder if AI data compression/inflation will be a viable concept in the future; the cost of inference right now is high, but it feels similar to the way cryptographic functions were more expensive before they got universal hardware acceleration.
1 comments

At a startup where I worked many years ago, they trained a model to take the image and screen size as the input and it would output the JPG compression level to use so that the image appears the same to people. It worked exceedingly well that a major software company offered to acquire the startup just for that. Alas, the founders were too ambitious/greedy and said no. It all burned down.
That seems like a fun project to replicate independently. You didn't want to rebuild it?