Question 92 of 500

AI Security, Ethics and Governance →hardMultiple ChoiceObjective-mapped

Quick Answer

The answer is CreditScorer v2. This model is not in full compliance with the policy because it is explicitly listed in the exceptions table, meaning it is formally exempt from meeting the stated compliance requirements. In AI governance, a model listed as an exception is deliberately excluded from policy enforcement, often due to legacy status or a specific business justification, so it cannot be considered fully compliant. On the CompTIA AI+ AI0-001 exam, this scenario tests your ability to interpret policy documentation and exception handling, a common task when auditing AI model compliance with company policy. A frequent trap is assuming all models must meet the same standards, but exceptions are a legitimate part of policy frameworks. Remember the memory tip: “Excepted means exempted”—if a model appears in the exceptions list, it is not required to comply, regardless of its performance or features.

AI0-001 AI Security, Ethics and Governance Practice Question

This AI0-001 practice question tests your understanding of ai security, ethics and governance. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

Exhibit

{
  "policy": {
    "name": "AI Governance Policy",
    "principles": [
      "Human oversight",
      "Transparency",
      "Fairness",
      "Accountability",
      "Privacy"
    ],
    "requirements": {
      "bias_testing": "quarterly",
      "explainability": "SHAP or LIME",
      "risk_assessment": "pre-deployment"
    },
    "exceptions": [
      {
        "model": "CreditScorer v2",
        "reason": "legacy system"
      }
    ]
  }
}

Refer to the exhibit. Which model is NOT in full compliance with the policy?

Clue words in this question

Noticing these words before you look at the options changes how you read each choice.

Clue: "NOT"
Why it matters: Negative qualifier — you are looking for the one option that does NOT apply. Most options will be true; only one is false for this scenario.

Question 1hardmultiple choice

Full question →

Exhibit

{
  "policy": {
    "name": "AI Governance Policy",
    "principles": [
      "Human oversight",
      "Transparency",
      "Fairness",
      "Accountability",
      "Privacy"
    ],
    "requirements": {
      "bias_testing": "quarterly",
      "explainability": "SHAP or LIME",
      "risk_assessment": "pre-deployment"
    },
    "exceptions": [
      {
        "model": "CreditScorer v2",
        "reason": "legacy system"
      }
    ]
  }
}

A
ChurnPredict v1
Why wrong: ChurnPredict v1 is not listed, so it must comply.
B
FraudDetect v4
Why wrong: FraudDetect v4 is not listed in exceptions.
C
CreditScorer v2
CreditScorer v2 is explicitly granted an exception, meaning it does not need to comply.
D
LoanApproval v3
Why wrong: LoanApproval v3 is not listed in exceptions, so it likely complies.

Full breakdown with real-world context →

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

✓

CreditScorer v2

CreditScorer v2 is listed in the exceptions, meaning it is not required to meet the policy requirements.

Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
ChurnPredict v1
Why it's wrong here
ChurnPredict v1 is not listed, so it must comply.
✗
FraudDetect v4
Why it's wrong here
FraudDetect v4 is not listed in exceptions.
✓
CreditScorer v2
Why this is correct
CreditScorer v2 is explicitly granted an exception, meaning it does not need to comply.
Clue confirmation
The clue word "NOT" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
LoanApproval v3
Why it's wrong here
LoanApproval v3 is not listed in exceptions, so it likely complies.

Common exam traps

Common exam trap: answer the scenario, not the keyword

Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.

Detailed technical explanation

How to think about this question

This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.

KKey Concepts to Remember

Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.

TExam Day Tips

Underline the problem statement mentally.
Watch for words such as best, first, most likely and least administrative effort.
Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Real-world example

How this comes up in practice

A practitioner preparing for the AI0-001 exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.

What to study next

Got this wrong? Here's your next step.

Identify which AI0-001 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.

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FAQ

Questions learners often ask

What does this AI0-001 question test?

AI Security, Ethics and Governance — This question tests AI Security, Ethics and Governance — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: CreditScorer v2 — CreditScorer v2 is listed in the exceptions, meaning it is not required to meet the policy requirements.

What should I do if I get this AI0-001 question wrong?

Are there clue words in this question I should notice?

Yes — watch for: "NOT". Negative qualifier — you are looking for the one option that does NOT apply. Most options will be true; only one is false for this scenario.

What is the key concept behind this question?

Read the scenario before looking for a memorised answer.

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Last reviewed: Jun 23, 2026

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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.