Generative AI to Learning Graph Pipeline

Click each stage — and the dashed “Reject” arrow — to see how a course description becomes a validated learning graph. The gold gate is where invalid proposals are caught.

Click a stage to read what happens there. An LLM-generated graph is a proposal, not a finished artifact — find the stage that catches a cyclic or orphaned proposal.