Both of the wins were arithmetic I had never done

59% of my search's forward passes evaluated one position on a GPU that does sixteen for the same money, and every fine-tune I had ever run saw 2% of one epoch. Fixing those two was worth about 165 Elo. Everything clever I tried in between measured zero.