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

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

Dmytro Dzhulgakov reveals the trick behind Cursor's RL infra: not all weights change every step. By compressing the delta between training steps, Fireworks ships updates 20x smaller than the full model — losslessly — across continents. Pure database-systems engineering applied to RL. #shorts #Cursor #RL #aiinfrastructure