IAPP
AIGP · Question #84
To maintain fairness in a deployed system, it is most important to:
The correct answer is B. Monitor for data drift that may affect performance and accuracy. Monitoring for data drift is critical to maintain fairness, as shifts in data over time can degrade model performance and introduce bias.
AI System Risks
Question
To maintain fairness in a deployed system, it is most important to:
Options
- AProtect against loss of personal data in the model.
- BMonitor for data drift that may affect performance and accuracy.
- CDetect anomalies outside established metrics that require new training data.
- DOptimize computational resources and data to ensure efficiency and scalability.
How the community answered
(26 responses)- A4% (1)
- B81% (21)
- C4% (1)
- D12% (3)
Explanation
Monitoring for data drift is critical to maintain fairness, as shifts in data over time can degrade model performance and introduce bias.
Topics
#data drift#fairness monitoring#production AI#model performance
Community Discussion
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