South Africa's leading universities — NWU, UP, Stellenbosch, and Wits — have moved away from AI detection and policing toward a fundamental redesign of teaching, assessment, and academic purpose. Stellenbosch dropped Turnitin's AI detector entirely after studies showed it wrongly flagged non-native English speakers 61% of the time. All four institutions now focus on AI-resilient assessments, mandatory AI literacy programs, and transparency through disclosure rather than surveillance. They differ on governance structures — NWU placed AI policy under IT with a dedicated AI Hub, while Wits anchors it in senate leadership — but share a consensus that the goal is to use AI as a scaffold for thought, not a substitute. The shift comes amid a national embarrassment: South Africa's draft AI policy was withdrawn after it was found to contain AI-generated fabricated citations.
