I Guess I'll Never Learn is S. Fidelity's third solo album on Jakarta Records, following A Safe Place to Be Naked (2017) and Fidelity Radio Club (2021). It is his most ambitious project to date. Structured in three acts, the album explores the cyclical nature of romantic relationships through 13 tracks and seven guest vocalists. While S. Fidelity lends his recognizable mantra-like voice, he is primarily surrounded by an eclectic vocal cast, including Collard, Dawn Richard, Jerome Thomas, Raelle, and Wandl. Rooted in the tradition of soul, R&B, and hip-hop, the album stands out for its organic production, largely played live, with renowned collaborators such as Roman Klobe, Alex Cosmo Blake, and FloFilz.