As Earth and space science rapidly evolves, bridging the gap between cutting-edge discovery and classroom implementation is vital. This session facilitates a multidisciplinary dialogue among researchers, educators, and outreach specialists to transform complex data into inclusive, high-impact K-12 learning experiences. We will explore proven models for success, focusing on the integration of AI and machine learning to enhance data accessibility, innovative fieldwork through virtual expeditions, and sustainable professional development for teachers. Furthermore, the session prioritizes strategies for equity and diverse representation across all geoscientific themes. By highlighting the synergy between formal and informal education, we aim to provide a strategic roadmap for inspiring the next generation of geoscientists and explorers. Join us to discover how teacher-scientist partnerships are effectively translating raw scientific discovery into meaningful pedagogical tools for the modern classroom.