Yes, it is a legitimate quote from Obama's speech at west point on the future of the war in Afghanistan (my thoughts). No, Obama did not mean to say that. Call it a slip of the tong, Freudian slip, teleprompter error... or just mildly amusing. I am in the mildly amusing camp.
Video embedded below.