As education systems move into 2026, the challenge is no longer adopting AI—it is governing it. Institutions are being asked harder questions about accountability, instructional authority, and assessment validity. This excerpt explores why the future of AI in education will be shaped less by tools and more by the systems, boundaries, and human decisions that surround them.