IAPP
AIGP · Question #88
A company has trained an ML model primarily using synthetic data, and now intends to use live personal data to test the model. Which of the following is NOT a best practice to apply during the testing
The correct answer is B. Testing should minimize human involvement to the extent practicable.. Minimizing human involvement during testing is not a best practice; human oversight is critical to validate model behavior and ensure ethical and accurate performance.
AI Governance Program
Question
A company has trained an ML model primarily using synthetic data, and now intends to use live personal data to test the model. Which of the following is NOT a best practice to apply during the testing?
Options
- AThe test data should be representative of the expected operational data.
- BTesting should minimize human involvement to the extent practicable.
- CThe test data should be anonymized to the extent practicable.
- DTesting should be performed specific to the intended uses.
How the community answered
(34 responses)- A15% (5)
- B76% (26)
- C3% (1)
- D6% (2)
Explanation
Minimizing human involvement during testing is not a best practice; human oversight is critical to validate model behavior and ensure ethical and accurate performance.
Topics
#model testing#personal data#synthetic data#human oversight
Community Discussion
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