AI0-001 AI Governance and Ethics Practice Question
A hospital uses an AI system to prioritize patient treatment. They want to ensure fairness across demographic groups. Which TWO fairness metrics should they apply to evaluate the model?
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
Demographic parity requires equal selection rates across groups, and equalized odds ensures equal true positive and false positive rates, both relevant for medical triage.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Individual fairness
Why it's wrong here
Requires similar individuals to be treated similarly, but harder to operationalize in this context.
- ✓
Equalized odds
Why this is correct
Ensures equal true positive and false positive rates across groups, important for fair triage.
- ✓
Demographic parity
Why this is correct
Ensures equal probability of being selected for treatment across groups.
- ✗
Accuracy parity
Why it's wrong here
Not a standard fairness metric; accuracy should be consistent but is not a specific fairness metric.
- ✗
Calibration
Why it's wrong here
Ensures predicted probabilities match actual outcomes, but does not address group fairness directly.
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.