Fred again.. and Young Thug are contemporary artists from different musical backgrounds who have collaborated on recordings and performances. Fred again.. (Fred Gibson) is a British producer and songwriter known for blending electronic, house and pop elements with sample-based production and emotionally direct, diary-like lyrical snippets; he emerged in the late 2010s and gained wider recognition in the early 2020s. Young Thug (Jeffery Williams) is an American rapper and singer from Atlanta associated with trap and experimental hip hop, noted for his distinctive vocal delivery, unconventional melodies and influential role in 2010s and 2020s hip hop. Their joint work reflects a crossover between electronic production and contemporary hip hop vocal styles.