Boxing is known as "The Sweet Science," so the title is a play on that term.
Toward the timeline of the show: at one point, Reid mentions that Hotch has been widowed for 2 years, 19 days.
J.J. wonders whether it's illegal for a trainer to bet against his own fighter. Considering the bet was placed with a bookie, the bet is illegal regardless of the trainer/fighter relationship.