- A
To record the model's accuracy on benchmark datasets
Why wrong: Benchmark accuracy is not part of an SBOM.
- B
To list all software components and dependencies used in the AI system
SBOM inventories all software components, aiding in vulnerability management.
- C
To document the model's training hyperparameters
Why wrong: Hyperparameters are not typically part of an SBOM; they are model-specific metadata.
- D
To provide a user manual for the AI model
Why wrong: A user manual is different from an SBOM.
Question 428 of 1,000
AI0-001 AI Security Practice Question
This AI0-001 practice question tests your understanding of ai security. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. 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.
A company uses a third-party AI model for sentiment analysis. They want to create a software bill of materials (SBOM) for this AI system. What is the PRIMARY purpose of an SBOM in this context?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue:
"primary"Why it matters: Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial 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
✓
To list all software components and dependencies used in the AI system
The primary purpose of an SBOM for an AI system is to provide a complete inventory of all software components, libraries, and dependencies that make up the system. This is critical for vulnerability management, license compliance, and supply chain risk assessment, especially when third-party AI models are integrated. It does not track performance metrics, training details, or user instructions.
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.
- ✗
To record the model's accuracy on benchmark datasets
Why it's wrong here
Benchmark accuracy is not part of an SBOM.
- ✓
To list all software components and dependencies used in the AI system
Why this is correct
SBOM inventories all software components, aiding in vulnerability management.
Clue confirmation
The clue word "primary" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
To document the model's training hyperparameters
Why it's wrong here
Hyperparameters are not typically part of an SBOM; they are model-specific metadata.
- ✗
To provide a user manual for the AI model
Why it's wrong here
A user manual is different from an SBOM.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Cisco often tests the distinction between an SBOM (software inventory for security and compliance) and model documentation (like model cards or datasheets) that cover performance, training, or usage details.
Detailed technical explanation
How to think about this question
An SBOM typically follows formats such as SPDX (ISO/IEC 5962) or CycloneDX, which include fields for component names, versions, licenses, and dependency relationships. In the context of an AI system, the SBOM would list the third-party model runtime, inference libraries (e.g., TensorFlow, PyTorch), and any supporting packages, enabling automated scanning for known vulnerabilities (CVEs) in those components. This is especially important when the model is a black-box API, as the SBOM helps assess risks from the underlying software stack.
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.
TExam Day Tips
- 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 exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
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FAQ
Questions learners often ask
What does this AI0-001 question test?
AI Security — This question tests AI Security — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: To list all software components and dependencies used in the AI system — The primary purpose of an SBOM for an AI system is to provide a complete inventory of all software components, libraries, and dependencies that make up the system. This is critical for vulnerability management, license compliance, and supply chain risk assessment, especially when third-party AI models are integrated. It does not track performance metrics, training details, or user instructions.
What should I do if I get this AI0-001 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "primary". Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial functions.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
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Last reviewed: Jul 4, 2026
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.
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