"Bad Things" is a song by American rapper and singer Machine Gun Kelly and Cuban-born American singer-songwriter Camila Cabello. The song was released on October 14, 2016, and was produced by The Futuristics. Its music video was directed by Hannah Lux Davis and premiered on December 1, 2016. The song features an interpolation of Fastball's 1999 single "Out of My Head". The single peaked at number four on the US Billboard Hot 100, becoming both Machine Gun Kelly and Cabello's first top ten single as solo artists, as well as the former's only top-ten hit to date. The song was nominated for Top Rap Collaboration at the 2017 Billboard Music Awards, and won Best Collaboration at the 2017 Radio Disney Music Awards.