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Large Language Models are linked to creativity because, as stated in [1], the model's inherent creativity is a primary driver of hallucinations, making it difficult to eliminate them without sacrificing generation capabilities.
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LLM Hallucination Detection and Mitigation: State of the Art in 2026 zylos.ai 1 fact
claimComplete elimination of hallucinations in LLMs is currently limited because hallucinations are tied to the model's creativity, and total elimination would compromise useful generation capabilities.