Why Frontier Learning Needs Relational Infrastructure
When the domain changes faster than the syllabus, institutions need new forms of educational infrastructure rather than incremental content updates.

The central challenge in frontier education is not only that new knowledge exists. It is that the relations between ideas, methods, and applications change too quickly for static educational structures to keep pace.
Provocation
If an institution can only update by rewriting isolated modules, it will always lag domains that are built through interaction effects.
Implication
What is needed is infrastructure that captures dependencies, conceptual movement, and translational pathways across fields.