How Reliable Are LLMs When They Operate Outside Their Database Source?

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I’ve had mixed experiences with LLMs outside database source. Sometimes they’re spot on, other times it’s like they’re just guessing. The hallucination thing is real, especially for niche topics.

One thing that’s helped me is using multiple LLMs and comparing their answers. If they all say something similar, it’s probably more reliable. Tools like Anthropic’s Claude are worth checking out too—they seem a bit more cautious with their responses.

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