What is the primary objective of continuous monitoring in the lifecycle of an AI tool?
A.
To ensure that the AI tool ' s algorithm evolves independently to adapt to new data without human intervention.
B.
To track and adjust the tool ' s performance in order to ensure that it meets its goals.
C.
To restrict the AI tool from accessing external data sources to maintain data privacy.
D.
To periodically upgrade the AI tool ' s computational resources to maintain processing efficiency.
The Answer Is:
B
This question includes an explanation.
Explanation:
The correct answer is B because continuous monitoring is a core component of AI governance that ensures systems remain effective, reliable, and aligned with their intended objectives over time. AI systems can degrade due to data drift, model drift, or changing real-world conditions, making ongoing performance tracking essential. Monitoring allows organizations to detect anomalies, biases, or performance issues and take corrective actions such as retraining or recalibration. Governance frameworks emphasize post-deployment oversight to ensure systems continue to operate safely and within acceptable risk thresholds. Option A incorrectly suggests fully autonomous evolution without oversight, which contradicts governance principles. Options C and D address specific operational concerns but do not capture the primary purpose of continuous monitoring, which is maintaining performance, accountability, and alignment with defined goals.
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