How did World War II lead to the arms race between the United States and the Soviet Union after the war? The United States increased industrial capacity, and the Soviet Union wanted to catch up. The Soviet Union increased industrial capacity, and the United States wanted to catch up. Both countries increased their industrial capacity during the war, leading to new technology for weapons. Both countries decreased their industrial capacity during the war and wanted to increase it afterward.