IAPP Artificial Intelligence Governance Professional (AIGP) practice questions.

A company is implementing NIST AI RMF. Their AI governance lead wants to map controls to one of the four AI RMF functions. The team has documented who can approve high-risk AI deployments, who owns incident response, and how the AI policy is communicated to staff. Under which AI RMF function do these controls primarily sit?

NIST AI 600-1 (GenAI Profile, July 2024) enumerates a fixed taxonomy of risk categories unique to or exacerbated by generative AI. Which option lists three categories that are explicitly named in that taxonomy?

The EU AI Act establishes a tiered risk-based regulatory regime. A facial-recognition system used by law enforcement in publicly accessible spaces for real-time identification of suspects falls into which Act category?

Under the Colorado AI Act (SB24-205, effective 1 February 2026), what is the principal obligation imposed on developers and deployers of high-risk AI systems used to make consequential decisions affecting Colorado residents?

A team is reviewing a hiring-AI vendor before signing a contract. Which of the following is the canonical artifact, introduced by Mitchell et al. (2019), that the vendor should provide to document the model's intended use, training data, evaluation results, and known limitations?

A monitoring pipeline for a deployed credit-decision model detects that the model's positive-prediction rate for one protected class has shifted by 18 percentage points relative to the deployment baseline. The AI governance team must respond. Which response best matches the AIGP body-of-knowledge expectation?

An AI governance lead is preparing a primer on training methods. Which definition best captures Reinforcement Learning from Human Feedback (RLHF)?

ISO/IEC 42001:2023 specifies an AI management system standard. Which of the following best describes its relationship to other ISO management-system standards?

A team building a creditworthiness model is debating which fairness criterion to optimize. They want each loan applicant with the same true repayment ability to have the same probability of being approved regardless of protected-class membership. Which fairness criterion does this match?

A foundation-model deployer is reviewing what to include in its AI Bill of Materials (AI BOM). Which combination best matches the standard AI BOM scope as understood in AI governance practice?