No nukes found (thank you Israel!!!), no bio-weapons found, but chemicals, especially nitrogen mustard, were found. And US policy was we treat bio, chemical and nukes the same.
Everyone knew Saddam had chemical weapons well before the invasion of Iraq, and before 9/11.