This book is Professor Zheng Quanshui's transformative work crystallizing decades of educational wisdom. Framed by the pioneering models of Tsinghua University's Qian Xuesen Class and Shenzhen's Zero-One Academy, it systematically dismantles the core mechanics of "innovative education" and delves into the "creative-generative education" framework. Centered on the philosophy of "boundary-breaking innovation," the book champions liberation from disciplinary silos, exam-driven constraints, and entrenched thinking patterns. Through vivid case studies - including project-based learning, interdisciplinary collaboration, and real-world problem-solving - it illustrates how to ignite students' intrinsic motivation and creativity while redefining pathways for talent development. Blending cutting-edge educational philosophy with replicable practical strategies, this landmark work marks a pivotal shift in China's innovative education from experimental pilot to replicable model, offering educators, parents, and policymakers fresh insights and directions for cultivating future innovators.