AI0-001 AI Governance and Ethics Practice Question
An AI ethics board is reviewing a model that recommends criminal sentencing lengths. They want to ensure that the model's false positive rates for different demographic groups are equal. 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 model's true positive rates and false positive rates are equal across groups. Demographic parity only requires equal selection rates. Individual fairness ensures similar individuals are treated similarly but does not define group rates. Calibration ensures predicted probabilities match actual outcomes for each group but does not enforce equal error rates.
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 correspond to actual outcomes per group, but does not address false positive rate equality.
- ✗
Individual fairness
Why it's wrong here
Individual fairness requires similar individuals to receive similar predictions, but does not consider group-level error rates.
- ✓
Equalized odds
Why this is correct
Equalized odds requires both false positive rates and true positive rates to be equal across groups.
- ✗
Demographic parity
Why it's wrong here
Demographic parity requires equal outcome rates across groups, not equal error rates.
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
Courseiva writes every AI0-001 question from scratch — 754 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
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.