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What we need is traceability from learning data to final output in AIs and cite those as a source/store in the metadata for the produced output. That way there is no question as to what works were consulted, and people can check to see if their copyrighted work was used without permission by the LLM/diffusion model.

I understand this is a hard problem, but lots of tech needs to solve hard problems, and if AI was anything but a plot by the billionaire class to obsolete the need to pay professionals to do work, it would be required. As the people in power benefit from it, nothing will probably be done on this front.