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What are effective measures to reduce the risk of generative AI producing answers that contradict the facts (hallucinations)?
①The only solution is to increase the size of the training data indefinitely.
②Incorporate retrieval-augmented generation (RAG) that references external knowledge sources and fact-checking mechanisms.
③Completely automate the output and eliminate human review.
④Raising the model's temperature setting reduces hallucinations.
⑤Since hallucinations are unavoidable, it's best to give up using it.