"Dum, Dumb, and Dumber" is a high-energy collaboration between Lil Baby, Young Thug, and Future from Lil Baby’s 2025 album WHAM. Produced by Wheezy and Juke Wong, the track highlights their lavish lifestyles and street origins. Notably, it features Young Thug’s first verse since his release from jail in late 2024, adding a personal touch to the song.