Every lesson is a hypothesis about what the seeker needs. Every tile is a neural query dispatched to the perception nodes. Every hidden teaching is a branch that must be validated — not by the system, but by the seeker's own life.
The Director does not teach. He ensures that teaching happens correctly. Nothing passes without review. Nothing is delivered without purpose. Transparency is not optional — it is architecture.