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There is more than one correct answer in reality, LLM pre-training just trains it to respond the same way as the text did.

Imagine if school only gave correct if you used exactly the same words as the book, that is not "trial and error".

I can tell you haven't been in a school in while. That is actually a pretty accurate description of what schools are like nowadays.

Pretty accurate != always, which is the point.