AI Tutoring Systems Replacing Direct Instruction
#1University-deployed AI tutoring systems have crossed from experimental pilots to operational infrastructure at dozens of institutions. Georgia Tech's Jill Watson has handled millions of student interactions in STEM and is being extended to humanities and social sciences. Khanmigo, deployed in partnership with multiple community colleges, provides on-demand geography concept explanation. Institutional contracts with AI tutoring vendors (Pearson's AI Tutor, Coursera Coach, McGraw-Hill's ALEKS-adjacent systems) are being signed at the provost level, bypassing faculty governance, and positioned as student success infrastructure rather than instructional substitution.