Students must learn not only how to use AI, but when to question it and when to work independently.

Every programme should identify what students must demonstrate: critical thinking, responsible AI use, subject-specific problem-solving, source verification and collaborative competence.

For Pakistan’s universities, responsible AI integration must therefore combine equitable access, privacy protection, media literacy and meaningful human engagement.

Technology becomes educationally valuable not when it removes effort, but when it strengthens curiosity, judgement and collaboration. This distinction should guide Pakistan’s universities as artificial intelligence (AI) moves from the margins of academic life into the mainstream of higher education. The question confronting university leaders is no longer whether AI belongs in education. It is whether its integration will produce graduates who think independently, exercise sound judgement and solve meaningful problems—or simply become more efficient at generating answers.

A recent UNESCO discussion at its headquarters, bringing together 700 students and experts, highlighted a vital lesson: digital access alone does not guarantee learning. Students need guidance to question information, verify sources, recognize bias and take responsibility for their intellectual development. Technology can expand human capabilities, but it cannot replace human reflection. Pakistan has taken an important step towards integrating AI into higher education. Recently, the Higher Education Commission (HEC) announced a mandatory three-credit-hour AI course for undergraduate and postgraduate programmes, beginning with the 2026 academic session. However, introducing a course or revising a curriculum does not automatically transform learning. The real challenge is ensuring that AI develops intellectual capabilities rather than simply helping........

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