LLMs fluently make claims that are both wrong and arbitrary—by which we mean that the answer is sensitive to irrelevant details such as random seed.
LLMs aren't trained for accuracy; they're simply trained on massive quantities of text and learn to produce human-sounding phrasing through that.
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