Ellucian：2026年AI在高等教育中的应用研究报告：从规模化普及到战略融合（英文版）

Artificial intelligence (AI) in higher education is no longer confined to pilots or individual use cases. Over the past year, colleges and universities have begun embedding AI into core strategies and operations. This shift reflects a growing recognition of AI’s potential to drive efficiency, improve decision-making, and support long-term goals. Findings from Ellucian’s 2025 AI in Higher Education Survey reveal that while personal AI use among administrators is nearing saturation — over 90% r