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.