Evolution from synthetic data to knowledge graph-based reasoning
Standard fine-tuning couldn't answer 'Which courses do I need before CSCI 6364?'
Course relationships need structured representation (prerequisites, topics, instructors)
Build Knowledge Graph from course data + augment training with graph context
Model can now trace prerequisite chains and answer complex multi-hop queries