Analyses

Analyses of the catalog and the wider evidence

Cross-tabulations of the case studies, an analysis of university AI guidance, and a literature briefing on detecting AI writing.

4 Analyses

Teaching case studies

Teaching applications trends

Which disciplines, tools, activity themes, years and regions go together across the teaching case studies, with a small model that answers “given X, what’s likely?”

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Research case studies

Research applications trends

The same cross-tabulations and trends over time for the AI-assisted research case studies. There is no predictor, because there are too few entries per category.

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University documents

Analysis of AI guidance

What UK and Irish universities tell students about generative AI: what it can be used for, what must be acknowledged, and what help is offered. Every count traces to a quote.

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Literature briefing

Research on AI detection

How well teachers and other readers can tell AI-written text from student writing: accuracy, false accusations, confidence, and what helps.

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