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Inherent Hallucination in LLMs

LLMs are mathematically prone to hallucination due to their objective function, which optimizes for probability rather than truth. This leads to a fundamental limitation in their ability to generate accurate and reliable outputs.

Mathematics & logic, Mathematics, Mathematical Logic