Best Practices in AIED: Scenarios-Driven Educational Transformation Preface The intelligent era brings about reconstruction of education ecosystems. Artificial intelligence is reshaping not merely the tools we use, but fundamentally what we learn, how we teach, how we manage, and how we assess, from…