Scholars Entertainment is a Canadian production company promoting cross-border collaborations in an effort to facilitate the discovery of artists to new audiences. Executive producer Scott Brownhill selects a variety of Canadian and American artists to "play nice" over beats he handpicks himself.
There are over 30 artists on the first 7 releases, all part of the "Maintenance" playlist, and "Never Learn" marks the final installment in the playlist. The song features legendary "Rhyme Inspector" Percee P, Canadian icons Thrust and JD Era, and Billy Danze of M.O.P. over a beat produced by Ottawa's The LJ.