The global education sector is changing rapidly. Innovations in curriculum, teaching, and learning foster diversified, efficient, and personalized development. School spaces now extend beyond instruction to support holistic growth. This project, themed “Future Learning Community Design,” examines the integration of architecture and pedagogy through theory and case studies, aiming to enrich specialized spaces and advance modern school ecosystems. The project includes a Lego education space, a design thinking space,an AI makerspace,and an art therapy space.