How Cursor Ships a 1TB Model Across the World Mid-Training

Dmytro Dzhulgakov explains Cursor's RL infrastructure compresses delta updates between training steps, shipping them 20x smaller than the full model losslessly across continents. The technique applies database-systems engineering to reinforcement learning.