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It's very likely that it has been already scraped by AI bots.

Yes, but also a lot of other things. It's important to direct the LLM to emphasize some embeddings vs others. This makes the chances of you getting good results exponentially higher.
But that would be supervised learning which we don't do (anymore) around here... honestly I wouldn't be surprised if the whole craze circles back to good old supervision, albeit many times empowered by what we have today on the shelves.

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