Newly released public records show how disagreement over AI strategy helped drive leadership conflict at the University of Wisconsin system, culminating in the Board of Regents ousting President Jay Rothman. The records depict AI strategy as a core governance fault line rather than a peripheral technology dispute. The case spotlights the mismatch that many institutional leaders face: AI initiatives often evolve faster than board-level oversight frameworks, leaving boards to adjudicate conflicting interpretations of risk, investment, and academic alignment. For other public higher education systems, the dispute reinforces how AI governance is becoming a board-level capability issue—one tied to who has authority, how decisions are documented, and whether leadership transitions are managed amid technology controversy.