All of the following are potential benefits of using private over public LLMs EXCEPT?
A.
Reduction in time taken for data validation and verification.
B.
Confirmation of security and confidentiality.
C.
Reduction in possibility of hallucinated information.
D.
Application for specific use cases within the enterprise.
The Answer Is:
A
This question includes an explanation.
Explanation:
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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