AI0-001 AI Implementation and Operations Practice Question
An AI system is being implemented in a healthcare setting. Which TWO ethical considerations should be prioritized?
⚠ Common exam trap
CompTIA often tests the distinction between ethical priorities and operational or financial goals, tricking candidates into selecting cost-saving or efficiency options instead of fairness and explainability.
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
✓
Ensuring the model does not exhibit racial or gender bias
AI systems in healthcare must avoid racial or gender bias to ensure equitable treatment outcomes. Biased models can lead to misdiagnosis or unequal care, violating ethical standards and regulatory requirements like HIPAA. Prioritizing fairness aligns with responsible AI implementation in clinical settings.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Ensuring the model does not exhibit racial or gender bias
Why this is correct
Fairness is a core ethical concern.
- ✗
Maximizing cost reduction for the hospital
Why it's wrong here
Cost reduction is not an ethical priority.
- ✓
Providing explainable predictions to doctors
Why this is correct
Transparency builds trust and accountability.
- ✗
Replacing human judgment entirely with AI
Why it's wrong here
AI is meant to assist, not replace.
- ✗
Using open-source models to reduce licensing costs
Why it's wrong here
Licensing is not an ethical concern.
About these practice questions
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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.