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problem when working with LLMs. They are a problem for two main reasons. The first apparent reason is that a hallucination naturally causes the user to receive an incorrect response. The second, arguably worse reason, is that hallucinations lower the users’ trust in the system. Without the user believing in your question answering system, it will be difficult to keep …