survey data
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Faculty AI Adoption: What the Staff-Side Data Actually Shows (2026)
72 percent of US instructors had experimented with generative AI as an instructional tool — in early 2024. The two strongest faculty-side datasets were both fielded in spring…
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What Institutions Are Actually Spending on AI: The Budget Data Nobody Quotes (2026)
78 percent of US library leaders expect to cancel journal packages in the next licensing cycle, and the top barrier to adopting AI tools is that it ranks…