No, that's my point. The AUMF doesn't mention Saddam and regime change. It <<"authorizes the use of United States Armed Forces against those responsible for the attacks on September 11, 2001 and any "associated forces">> (Wikipedia). Iraq had nothing to do with 911.

The AUMF Against Iraq, referred to as the "Iraq Resolution," is the act that authorized the military action against Iraq.