Generative AI Leader Practice Question: Business Strategies for Generative AI Solutions
A healthcare provider is planning to deploy generative AI for clinical note summarization. Which THREE actions are essential for regulatory compliance (e.g., HIPAA)?
⚠ Common exam trap
Google Cloud often tests the misconception that sharing AI-generated summaries freely within an organization is acceptable under HIPAA, when in fact the minimum necessary rule strictly limits access to only those who need the information for their job functions.
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
✓
Implement role-based access controls to limit who can view AI-generated notes.
Role-based access controls (RBAC) are a core requirement under HIPAA's Security Rule (45 CFR § 164.312(a)(1)) to ensure that only authorized personnel can access electronic protected health information (ePHI). In the context of generative AI for clinical note summarization, RBAC prevents unauthorized viewing of AI-generated summaries that may contain sensitive patient data, thereby enforcing the minimum necessary standard.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Implement role-based access controls to limit who can view AI-generated notes.
Why this is correct
Access controls ensure only authorized users see sensitive data.
- ✓
Anonymize patient data before using it for model training or inference.
Why this is correct
Anonymization helps protect patient identities.
- ✗
Allow clinicians to share AI-generated summaries with anyone in the organization.
Why it's wrong here
Access must be restricted to authorized personnel only.
- ✗
Store raw patient data in model training logs for auditing.
Why it's wrong here
Storing raw data violates HIPAA privacy rules.
- ✓
Ensure data encryption at rest and in transit.
Why this is correct
Encryption is a fundamental security requirement.
Quick reference
Access Control Model Comparison
| Model | Acronym | Who Controls Access? | Best For |
|---|---|---|---|
| Discretionary Access Control | DAC | Resource owner | Small teams, file shares |
| Mandatory Access Control | MAC | System / security labels | Classified govt / military |
| Role-Based Access Control | RBAC | Administrator (via roles) | Enterprise environments |
| Attribute-Based Access Control | ABAC | Policy engine (user + resource attributes) | Fine-grained, dynamic policies |
| Rule-Based Access Control | RuBAC | System rules / ACLs | Firewall rules, network ACLs |
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This Generative AI Leader practice question is part of Courseiva's free Google Cloud 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 Generative AI Leader exam.