Câu 6: 612-51: Certified Responsible AI Governance and Ethics Professional

A national digital-learning board deploys an AI-driven recommendation engine to personalize course pathways for students across public institutions. After the first academic cycle, education auditors discover that the system automatically redirects students into lower complexity learning tracks solely based on early performance indicators. Neither students nor instructors are informed of these automated pathway changes, and no mechanism exists for learners to express preferences, contest the outcomes, or opt for advanced coursework. Several students report feeling constrained by decisions they were never involved in, raising concerns about the system’s impact on learner autonomy and developmental opportunities. As the Chief AI Governance Officer, you must identify the ethical principle compromised to guide necessary policy and design corrections. Which ethical principle has been violated in this scenario?

1. A. Fairness
2. B. Transparency
3. C. Human-Centric Values — đáp án hiện tại
4. D. Accountability