Student is focused in system learnography, while teacher is focused in education system. This is the comparative analysis of knowledge transfer in traditional education and scientific learnography. Student learning is the goal of system learnography, while the teacher's instruction or class teaching is the goal of education system. This is called the method of goal oriented task operation (GOTO). Knowledge Transfer in Education and Learnography This article explores the fundamental differences between traditional education and scientific learnography. It highlights how the education system focuses on teacher-driven knowledge transfer and class teaching, while Learnography emphasizes student-driven brain-based learning and internal knowledge processing. Understand how education emphasizes teacher-led instruction and teacher empowerment, while learnography focuses on student-driven, brain-based learning and student empowerment to knowledge transfer. Highlights: Alternative School Lea...