Building the AI-ready graduate

From black box to learning lab: how open, scalable systems can turn AI access into real literacy

Artificial intelligence is already part of how students learn, and it is starting to change how work gets done. The question for higher education is how to ensure students understand what these systems are doing, not just the answers they produce.

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