White Paper 5: The Entangled Classroom: Designing for Human–AI Co-Construction

This white paper translates Entagogy into a practical blueprint for schools, outlining how classrooms can be redesigned as living systems of human–AI co-construction. It presents a ten-year vision for integrating AI as cognitive infrastructure, project-based learning as the humanisation layer, and teachers as ethical and intellectual catalysts. The paper introduces the Entangled Learning Loop, a rhythmic model of learning that combines adaptive content, real-world application, and purposeful disruption to sustain deep understanding. It also explores curriculum design, assessment, professional practice, and governance as interconnected systems that support long-term, ethical, and meaningful learning. The result is a model of education where intelligence is shared, learning is relational, and schools evolve alongside their learners.