Open systems theory — viewing schools and classrooms as interacting with their environment — frames wiki analyses of AI adoption: institutional-change-framework-ai, ai-higher-ed-bridge-gap, and educational-policy-ai treat AI as an external shock propagating through institutional subsystems (institutional-ai-readiness, educational-theory).