President Claudia Sheinbaum delivered her Second Report of Government at the Palacio Nacional with several notable political absences.

Gerardo Fernández Noroña and Adán Augusto López Hernández were not present, despite their previous roles as presidential candidates and their continued influence in the Senate. Additionally, Andrés Manuel López López Beltrán was absent, watching the report through a screen while dealing with the loss of his U.S. visa. Other notable absences included María Eugenia Campos, the governor of Chihuahua, who was the subject of disputes regarding U.S. agents operating in her state. In contrast, Ricardo Monreal, the leader of the Morena party in the Senate, attended the event, marking his final invitation to the report before retiring from politics. Ricardo Monreal was accompanied by Manuel Velasco and Ignacio Mier. The first row featured Marcelo Ebrard and Roberto Velasco, alongside Laura Itzel Castillo, who debuted in her new role as Secretary of Women.