AI0-001 AI Governance and Ethics Practice Question
A company is evaluating fairness metrics for a hiring model. They want to ensure that the model has similar true positive rates (TPR) across demographic groups. Which fairness metric should they use?
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
✓
Equalized odds
Equalized odds requires that the true positive rate and false positive rate are equal across groups. Demographic parity requires equal selection rates. Individual fairness requires similar individuals to be treated similarly. Calibration ensures predicted probabilities match actual outcomes for each group. The scenario specifies TPR, which is part of equalized odds.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Calibration
Why it's wrong here
Calibration ensures that predicted probabilities reflect actual outcomes for each group, not necessarily equal TPR.
- ✗
Individual fairness
Why it's wrong here
Individual fairness requires similar predictions for similar individuals, not a group-level metric.
- ✗
Demographic parity
Why it's wrong here
Demographic parity requires equal selection rates across groups, not necessarily equal TPR.
- ✓
Equalized odds
Why this is correct
Equalized odds requires equal true positive rates and equal false positive rates across groups.
Quick reference
RAID Level Comparison
| RAID Level | Min Disks | Fault Tolerance | Read | Write | Usable Capacity |
|---|---|---|---|---|---|
| RAID 0 | 2 | None | Excellent | Excellent | 100% |
| RAID 1 | 2 | 1 disk | Good | Moderate | 50% |
| RAID 5 | 3 | 1 disk | Good | Moderate | 67–94% |
| RAID 6 | 4 | 2 disks | Good | Lower | 50–88% |
| RAID 10 | 4 | 1 disk per mirror | Excellent | Good | 50% |
RAID is not a backup strategy — it protects against disk failure but not against accidental deletion, ransomware, or site-level events.
About these practice questions
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI0-001 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI0-001 exam.