During a design review, an architect asks which choice best matches the IBM guidance. The team is focused on AI risk management. Which recommendation is most appropriate?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Think of AI risk management like a food safety audit: you inspect ingredients, processes, and labeling before the product hits the shelves — not after the recall. Option B delivers that pre-release inspection: regulatory, ethical, operational, and reputational risks identified before and during deployment. Regulator-triggered assessment is the recall. Universal low-risk classification is skipping the audit entirely. Ignoring generative AI text-output risk is ignoring allergen labeling. Full-spectrum, pre-deployment risk review — option B!
Full explanation below image
Full Explanation
The correct answer is B. Identify regulatory, ethical, operational, and reputational risks before and during AI deployment. aligns directly with the 1.0 AI Governance Overview exam objective and reflects how IBM watsonx.governance operationalizes this practice in enterprise environments. IBM watsonx.governance is designed to provide the tooling, workflows, and evidence collection mechanisms that make AI trustworthy and auditable from intake through retirement. Choosing this option ensures the implementation is both defensible to regulators and maintainable by governance teams across the full AI lifecycle. Option A is incorrect because it narrows the scope to a single artifact or metric and misses the full governance requirement. Option C is incorrect because it applies an overbroad rule that eliminates meaningful differentiation and accountability. Option D is incorrect because it eliminates a required control and leaves the governance program without a critical safeguard. On scenario-based exam questions, the correct answer is consistently the one that operationalizes the IBM governance practice with structured controls rather than approximating it with shortcuts, manual workarounds, or oversimplified rules.