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OpenAI says it’s “impossible” to create useful AI models without copyrighted material
(arstechnica.com)
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I don't see why it wouldn't be able to. That's a Big Data problem, but we've gotten very very good at searches. Bing, for instance, conducts a web search on each prompt in order to give you a citation for what it says, which is pretty close to what I'm suggesting.
As far as comparing to see if the text is too similar, I'm not suggesting a simple comparison or even an Expert Machine; I believe that's something that can be trained. GANs already have a discriminator that's essentially measuring how close to generated content is to "truth." This is extremely similar to that.
I completely agree that categorizing input training data by whether or not it is copyrighted is not easy, but it is possible, and I think something that could be legislated. The AI you would have as a result would inherently not be as good as it is in the current unregulated form, but that's not necessarily a worse situation given the controversies.
On top of that, one of the common defenses for AI is that it is learning from material just as humans do, but humans also can differentiate between copyrighted and public works. For the defense to be properly analogous, it would make sense to me that it would need some notion of that as well.