AI Organizational Processes and Alignment AAIR Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   What is a key characteristic of integrating AI risk governance into existing corporate decision-making processes?

   • AAI risk decisions are made exclusively by data scientists
   • BAI risk decisions are made without reference to corporate risk appetite
   • CAI risk considerations are included in the same decision forums and escalation paths as other business risks
   • DAI risk governance is documented in a separate manual that is not shared with the board
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2. 22expert · hard

   A multinational corporation is integrating AI governance into its corporate governance structure. The corporation operates in multiple jurisdictions with differing AI regulations. The board wants a unified AI risk policy, but local subsidiaries require flexibility to comply with local laws. Which governance approach best balances global consistency with local compliance?

   • AAllow each subsidiary to develop its own AI risk policy independently.
   • BEstablish a global AI risk framework with mandatory minimum standards and allow subsidiaries to add local controls.
   • CHave the board approve all local AI risk policies to ensure consistency.
   • DAdopt a single global AI risk policy that all subsidiaries must follow without exception.
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4. 23application · medium

   A retail company is developing a recommendation engine. During the design phase, the data science team identifies potential bias in the training data. The project manager wants to proceed to deployment to meet a quarterly sales target. Which process action best embeds risk management into the lifecycle?

   • AEscalate the bias to the board for a strategic decision on whether to proceed.
   • BConduct a formal risk assessment and require mitigation before the model moves to the next lifecycle stage.
   • CDocument the bias in the model card and proceed with deployment.
   • DDeploy the model and monitor for bias after launch to avoid delaying the sales target.
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5. 24foundation · easy

   At which stage of the AI process lifecycle should risk considerations first be embedded?

   • ARetirement
   • BDesign
   • CDeployment
   • DMonitoring
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6. 25application · medium

   A government agency is deploying an AI system for citizen services. The agency has a project management office (PMO) that follows a waterfall methodology. The AI team uses agile sprints. The PMO requires a detailed requirements document before any development begins. Which process adjustment best supports AI risk management without abandoning the PMO framework?

   • ADelay all AI work until the PMO updates its methodology to support agile.
   • BAllow the AI team to operate entirely outside the PMO process.
   • CIntegrate risk checkpoints into the waterfall phases and allow iterative refinement of requirements within each phase.
   • DRequire the AI team to abandon agile and follow the waterfall methodology strictly.
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