Try 12 free IAPP AIGP practice questions
Real exam-style questions taken word for word from the IAPP AIGP study guide. Three are below, with the full answer explanation. Enter your email and the full 12-question PDF is yours.
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Three questions to try right now
Work each one before you open the answer. These are the same style and depth as the Artificial Intelligence Governance Professional (AIGP) exam expects.
Question 1. A company builds a foundation model, licenses it to a technology reseller, who then packages it as a compliance-checking tool sold to law firms. Under the BoK v2.1.0 role taxonomy, which party is BEST described as the deployer?
- A. The company that built the foundation model
- B. The technology reseller that packaged the tool
- C. The law firm that uses the tool to check compliance documents
- D. The individual attorneys who run the checks
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Answer: B. The BoK v2.1.0 (mirroring EU AI Act terminology) defines a deployer as an entity that takes an AI system developed by another party and puts it into operation, typically by configuring, packaging, or embedding it in a product or service offered to end users. The reseller takes the foundation model and deploys it as a compliance tool, making it the deployer. The builder is the developer/provider; the law firm and its attorneys are the users.
- A: The company that built the foundation model is the developer (and provider). It created the underlying system.
Question 2. A 30-person startup is deploying its first AI feature, a chatbot that answers customer questions using a third-party LLM API. The CEO asks what AI governance structure is most appropriate. Which answer BEST reflects the BoK v2.1.0 guidance on tailoring governance to organizational context?
- A. Adopt a full enterprise AI governance committee with RACI, AI ethics board, and a dedicated AI governance lead.
- B. Skip governance until the product scales, because governance frameworks are designed for large enterprises.
- C. Implement lightweight governance proportionate to the risk and size: an acceptable-use policy, a vendor assessment of the API provider, and a designated point of accountability.
- D. Outsource all governance to the LLM API provider, since the startup is the user, not the developer.
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Answer: C. The BoK v2.1.0 explicitly states that governance approaches should be tailored to company size, maturity, industry, products/services, and risk tolerance. A 30-person startup using a third-party API needs governance proportionate to its actual exposure: a clear acceptable-use policy, a third-party risk check on the API vendor, and at least one named accountable person. This is sufficient and appropriate; a full enterprise committee would be disproportionate.
- A: A full committee structure with an AI ethics board is appropriate for large enterprises with substantial AI footprints, not a 30-person startup running a single chatbot feature.
Question 3. A generative AI model produces outputs by sampling from a probability distribution over possible next tokens. An auditor is evaluating whether the model's outputs are reliable enough for medical-triage support. Which AI characteristic should the auditor weight MOST heavily in that evaluation?
- A. Complexity
- B. Data dependency
- C. Probabilistic output
- D. Speed and scale
Show the answer
Answer: C. The BoK v2.1.0 distinguishes probabilistic from deterministic outputs as a governance-relevant characteristic. In medical triage, reliability means that a given input consistently produces a correct and stable output. A probabilistic model can produce different answers to the same query on successive runs, and may generate plausible-but-incorrect clinical guidance. This variability is the primary audit concern when human safety is at stake.
- A: Complexity matters for interpretability and auditability, but the immediate patient-safety concern in triage is whether the output is reliably correct, which is the probabilistic-output issue.
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