AAIRPreview

Which of the following is a risk practitioner's BEST recommendation to establish accountability for AI system outputs and decisions?

Which of the following is the PRIMARY purpose of maintaining comprehensive model cards and documentation?

Which of the following BEST enables an organization adopting AI solutions to foster an ethical and risk-aware culture?

To reinforce organization-wide ethical norms and risk recognition, which of the following is MOST important to integrate into AI user training?

A risk practitioner is assessing risk in a newly implemented AI system integrated into an organization's business processes. Which of the following is the MOST important consideration for the risk practitioner?

Which of the following is the GREATEST concern when AI risk management operates separately from enterprise risk management (ERM)?

Which of the following is the PRIMARY reason to include contractual requirements for model updates and disclosures from third-party AI suppliers?

An organization seeks to implement a new AI system that uses customer information to create targeted product recommendations. Which of the following is the MOST important consideration to ensure the system complies with regulatory requirements?

An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?

A risk practitioner learns that an organization's AI inventory includes separate listings of AI systems, models, and datasets. Which of the following is the risk practitioner's BEST recommendation to improve AI governance?

An organization plans to deploy a generative AI system that processes sensitive personal data across multiple countries with varying privacy laws. Which of the following is the BEST course of action to manage legal and regulatory exposure?

Which of the following is the PRIMARY benefit of integrating AI risk processes into an enterprise risk framework?

Which of the following is MOST important to evaluate when selecting a vendor for a third-party large language model (LLM)?

An organization intends to implement an AI system that poses significant societal risk and interfaces with critical infrastructure and public services. Which of the following is the BEST course of action?

Which of the following is the PRIMARY benefit of defining and documenting a RACI matrix for AI solution development and deployment?

Which of the following is a risk practitioner’s BEST justification for embedding AI risk considerations into acceptable use policies?

An organization adopts a third-party AI service under a shared responsibility model. Which of the following is the MOST important area of focus for the risk practitioner?

A risk practitioner is evaluating AI model cards and documentation prior to deployment. Which of the following represents the GREATEST risk to enterprise AI governance?

Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?

Which of the following is the GREATEST concern when an organization cannot clearly explain an AI system's decision-making process and the origin of its inputs?

An organization deploys an autonomous system that makes decisions affecting compliance with regulations. If those decisions could potentially produce regulatory breaches, which of the following BEST helps to manage associated liability exposures?

Which of the following is MOST important when defining responsible roles for integrating third-party AI services into an organization’s supply chain?

Which of the following is the BEST governance approach for balancing risk management and operational flexibility across diverse AI applications?

An organization plans to procure an AI model from a third-party supplier for a critical business function. Which of the following is MOST important to evaluate during supplier vetting?