Which of the following controls BEST mitigates the inherent limitations of generative AI models?

The correct answer is A. Ensuring human oversight. The AAISM governance framework emphasizes that the inherent limitations of generative AI-- including hallucinations, bias, and unpredictability--are best mitigated by human oversight. Human-in-the-loop review ensures that outputs are validated before being used in sensitive or hi

AI Security Risk Management

Question

Options

AEnsuring human oversight
BAdopting AI-specific regulations
CClassifying and labeling AI systems
DReverse engineering the models

How the community answered

(36 responses)

A
81% (29)
B
6% (2)
C
3% (1)
D
11% (4)

Explanation

The AAISM governance framework emphasizes that the inherent limitations of generative AI-- including hallucinations, bias, and unpredictability--are best mitigated by human oversight. Human-in-the-loop review ensures that outputs are validated before being used in sensitive or high-risk contexts. Regulatory adoption, system classification, and reverse engineering all play supporting roles but do not directly safeguard against the model's inherent unpredictability. Governance best practices highlight human oversight as the critical safeguard.

Topics

#Generative AI limitations#AI risk mitigation#Human oversight#AI controls

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