AI in higher education is no longer an experiment—it’s becoming the backbone of equitable learning systems. From California’s statewide AI tutoring program to global reforms in assessment and adult learning, colleges are redefining innovation around access, ethics, and educator leadership. This issue spotlights how faculty-led AI literacy and thoughtful policy are shaping a future where technology expands opportunity rather than replacing human connection.
Tag: assessment redesign
As AI moves from pilot projects into everyday tools, real progress depends on faculty capacity. This piece centers instructors co-designing rubrics, syllabus policies, and course workflows—paired with LMS/Workspace integrations and emerging research infrastructure—so platforms amplify learning, integrity, and scholarship rather than replace human judgment.
