They aren't supposed to be? An LLM is just a big ol' fabric of matrices with weights based on it's training data. It then re-weights and queries this fabric based on your input and it's other prompts and parameters, such as temperature and previous context, and returns output. LLMs are, and always will be, exactly as "intelligent" as that process, because that process is what an LLM is. The fact that data is returned from these matrices as English sentences with a bit of randomness thanks to temp settings, rather than a fixed list of results has greatly confused people.
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