The US continued to support Saddam long after the war with Iran was over, right up untill the invasion of Kuwait. John Kelly, Assistant Secretary of State gave the reasons publicly and the reasons were: So if he wants to develop nuclear and chemical weapons it's our duty to support it. The New York Times: Building Saddam Hussein's Bomb The Los Angeles Times: Bush Had Long History of Support for Iraq Aid