Which of the following is the BEST reason to immediately disable an AI system?

The correct answer is A. Excessive model drift. According to AAISM lifecycle management guidance, the best justification for disabling an AI system immediately is the detection of excessive model drift. Drift results in outputs that are no longer reliable, accurate, or aligned with intended purpose, creating significant risks.

AI Security Operations and Monitoring

Question

Options

AExcessive model drift
BSlow model performance
COverly detailed model outputs
DInsufficient model training

How the community answered

(58 responses)

A
79% (46)
B
3% (2)
C
12% (7)
D
5% (3)

Explanation

According to AAISM lifecycle management guidance, the best justification for disabling an AI system immediately is the detection of excessive model drift. Drift results in outputs that are no longer reliable, accurate, or aligned with intended purpose, creating significant risks. Performance slowness and overly detailed outputs are operational inefficiencies but not critical shutdown Insufficient training should be addressed before deployment rather than after. The trigger for immediate deactivation in production is excessive drift compromising reliability.

Topics

#Model Drift#AI System Reliability#Operational Response#Critical Failure

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