Before deploying an automated resume-screening model, a company's AI governance board requires that one named executive be formally designated as responsible for reviewing the model's decisions and for answering to regulators or affected candidates if the system causes harm. Which responsible AI principle does this requirement primarily reflect?
Select an answer to reveal the explanation.
Short Explanation
Focus on the specific thing the governance board is asking for: not that the model be explainable, and not that it treat every group fairly, but that one real person be on the hook for what the system does. That's a distinct requirement from making the decision logic understandable to candidates, and it's different again from making sure the system performs equally well across different applicant backgrounds. It's also not about how personal data is stored or secured. Naming someone who owns the outcomes and has to answer for them if something goes wrong is specifically about accountability, making sure a human, not the algorithm, remains answerable when an automated system affects people's lives.
Full Explanation
The correct answer is D. Assigning a named executive to own responsibility for the model's decisions and to answer for its outcomes is the defining characteristic of accountability, the principle that ensures there is always a designated human, not just the system itself, who owns and can be held responsible for an AI system's behavior. Option A is incorrect because privacy and security concern how personal data is collected, stored, and protected from misuse, not who is designated to answer for the model's decisions after deployment. Option B is incorrect because inclusiveness concerns whether the system performs fairly across different groups of candidates, a question about the model's outputs rather than about who is assigned ownership of those outputs. Option C is incorrect because transparency concerns whether the model's logic and limitations can be explained and understood, which is a separate requirement from naming an owner who is answerable for the system, though the two principles often work together in practice. Designating a responsible individual for outcomes is specifically what accountability requires.