A Knowledge Graph of Micro-topics and Learning Pathways (KGMLP) helps make the curriculum dynamic and scalable in two ways: - Curriculum Updates: As new concepts or technologies emerge, the knowledge graph can be easily updated to reflect these changes, keeping the curriculum current. This dynamic nature also makes the curriculum easier to scale over time. - Course Versioning: Different versions of a course can be developed for different audiences or educational levels, with the knowledge graph guiding the selection and adaptation of concepts for each version.