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At least for LLMs, something very similar is already happening: https://huggingface.co/blog/Xenova/run-gemini-nano-in-your-b...

Currently, we're definitely not there in terms of space/time tradeoffs for images, but I could imagine at least parameterized ML-based upscaling (i.e. ship a low-resolution image and possibly a textual description, have a local model upscale it to display resolution) at some point.




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