Bruce Fanjoy, a Liberal newcomer, stunned by defeating Conservative leader Pierre Poilievre in Carleton, ending his 20-year MP tenure. Fanjoy's positive campaign, door-knocking, and Poilievre's perceived absence led to this significant win.