CompTIA
CY0-001 · Question #57
Which of the following improves the observability and auditing of an AI system?
The correct answer is C. Implementing machine learning operations (MLOps). MLOps provides structured monitoring, logging, and version control for AI models. This improves observability and ensures detailed auditing of model behavior, data pipelines, and changes throughout the AI lifecycle.
Security Architecture and Tool Sets
Question
Which of the following improves the observability and auditing of an AI system?
Options
- ARedeploying the model
- BUsing manual detection
- CImplementing machine learning operations (MLOps)
- DUsing anomaly detections
How the community answered
(27 responses)- A4% (1)
- C93% (25)
- D4% (1)
Explanation
MLOps provides structured monitoring, logging, and version control for AI models. This improves observability and ensures detailed auditing of model behavior, data pipelines, and changes throughout the AI lifecycle.
Topics
#MLOps#AI observability#model auditing#AI operations
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