Higher education needs better AI experiences, not more AI tools

AI gains traction when it stops being a separate experiment and becomes an integrated part of the teaching and learning experience

Artificial intelligence is becoming increasingly embedded across higher education. As AI policies continue to evolve, faculty are gaining greater clarity and opportunity to responsibly use new tools, including AI-powered assistants, content generation tools, chatbots, and a growing number of AI-enabled applications.

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Intentional governance: Responsibility, judgment, and leadership in the age of intelligent systems

Artificial intelligence is changing the conditions under which institutional purpose is interpreted, pursued, and realized through the exercise of institutional judgment. As institutions increasingly adopt AI, discussions related to governance have expanded to include fairness, bias, transparency, explainability, privacy, accountability, and regulatory compliance.

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