The Al Smith Dinner, officially known as The Alfred E. Smith Memorial Foundation Dinner is actually held on the third Thursday of October, about 3 weeks before the election. A graphic at the beginning of the episode states the episode begins 63 days before the election, which would place the episode beginning in early August, and the episode time line does not allow for the Dinner to be in it's real historical time frame.