What happens
The War Academy unlocks advanced research powered by Truegold Dust. Its three troop branches eventually unlock T11 Infantry, Cavalry and Archers.
Timing
Advanced troop research unlocks. Treat Day 220 as an estimate unless you have confirmed the date in your kingdom.