AI Associate Ethical Considerations of AI Practice Question
Which TWO actions are essential for ensuring transparency in an AI system? (Choose two.)
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Log all AI decisions and allow audit
Options B and D are correct because providing explanations and logging decisions are key to transparency. Option A is wrong because hiding the model reduces transparency. Option C is wrong because training on all data may embed biases, and does not directly relate to transparency. Option E is wrong because consent is about privacy, not transparency.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Hide the model's internal logic to protect intellectual property
Why it's wrong here
Hiding logic contradicts transparency.
- ✓
Log all AI decisions and allow audit
Why this is correct
Auditability is essential for transparency.
- ✗
Train the model on the largest dataset available
Why it's wrong here
Dataset size does not ensure transparency.
- ✓
Provide clear explanations for AI decisions
Why this is correct
Explainability is a core component of transparency.
- ✗
Obtain consent from all data subjects
Why it's wrong here
Consent is for privacy, not transparency.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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