Published campus surveys and documented use cases from six countries, put on one scale. Most campuses are using AI; few have been shown how, and fewer still are measuring it.
Share reporting any use of AI for work or study, against those using it weekly or more. Staff who use it tend to use it often; for students and faculty, regular use is a minority.
Share naming each concern. The bar runs from the lowest to the highest survey; the dot is the typical one. Privacy depends heavily on who is asked.
Share saying guidance, training or policy is absent or inadequate. One survey per bar.
Every documented campus AI use case by evidence stage, from board announcements to measured deployments. Most of the record is one person describing what they do, and 10% report any measured result.
Every survey figure is self-reported, and wording and scales differ from one survey to the next, so read direction, not decimals. No campus has run the same survey twice, so nothing here is a trend line. Use cases come from each institution's own published account. Want to know where your campus sits? Book a consult below and we'll compare it with our research corpus.
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