An administrator troubleshooting a pilot deployment finds that stakeholders cannot get a clear answer for why the model rejected a particular application. Which governance pillar was not adequately addressed?
Select an answer to reveal the explanation.
Short Explanation
When stakeholders can't get a clear answer for why the model rejected an application, you've got an explainability gap. You need a comprehensible account of the factors behind that individual decision, not just a yes/no result.
Full Explanation
The correct answer is the explainability option, since explainability is specifically about making individual model outputs comprehensible to the people affected by or reviewing them, which is exactly the gap described. The robustness option is incorrect because robustness is about performance under unusual conditions, not about communicating reasoning. The accountability option is incorrect because the scenario describes an unexplained outcome, not an absent approval step. The fairness option is incorrect because a lack of explanation does not by itself establish that the outcome was unfair to any group. For the exam, do not default to fairness or accountability for every governance gap; match the symptom to the specific pillar it demonstrates.