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Applied AI·November 11, 2026·1 min read

'We need to move beyond a climate of suspicion': New study finds major gaps in how students and lecturers see AI

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The gap between how students actually use AI and how lecturers think they use it is a governance problem, not a tooling problem. Any organization with a large knowledge workforce should assume a similar shadow-AI pattern and move quickly to publish clear norms instead of relying on informal suspicion.