A principle is a foundational belief, assumption, or value that guides reasoning, conduct, and institutional decision-making. In AI governance, principles provide high-level direction for responsible design, deployment, oversight, and evaluation, but usually require concrete policies and controls to become operational.
A principle is a fundamental belief or assumption that underlies and guides behaviour or reasoning. Principles shape decision-making and institutional policy by reflecting core values and setting benchmarks for educational practice, research integrity, and administrative operations, fostering excellence, innovation, and inclusivity. In the context of GenAI, principles are essential for shaping the ethical use and integration of AI technologies in education and research.