When legislators demand "faculty productivity" metrics, they miss what actually creates value in education: connections.

Consider a student research project that current metrics record as simply "1 undergraduate research experience."

A knowledge graph would instead reveal the complete picture: how faculty mentorship connected to community partnerships, developed critical thinking skills, and ultimately transformed a career trajectory.

This networked view illuminates the rich ecosystem of learning…