Private LLMs offer advantages likecustomizability,reduced hallucination,confidentiality, andalignment with enterprise-specific tasks, but theydo not inherently reduce the time or effortneeded fordata validation or verification— which remains an essential step regardless of model privacy.
From the AI risk and quality sections:
“Ensuring the quality of the data… is highly contextual and must be validated regardless of the model’s deployment environment.” (p. 17)
B, C, Dare legitimate benefits of private LLMs.
Ais incorrect — validation still requires time and resources.
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