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What is the appropriate method to properly validate a model’s quality and reliability when labels are augmented using generative AI?
①Verify using only automated tests, and if it passes, put it into operation.
②Re-label all items and perform comparative verification.
③Make judgments based solely on accuracy metrics.
④Rely entirely on the internal confidence of generative AI.
⑤Combine human reviews and statistical evaluations of random samples.