Learnography in the Gyanpeeth System introduces a new architecture of knowledge transfer that shifts focus from teacher-centered pedagogy to learner-centered brainpage creation. Rooted in motor science and book-to-brain transfer, learnography empowers students to become the active builders of knowledge. This study explores its objectives, findings and implications, highlighting its potential to reshape modern education.