We find a short equational basis for the variety of 3-supernilpotent loops. We also present a conceptually simple proof that k-nilpotence and k-supernilpotence are equivalent for groups. Connections between 3-supernilpotent loops, Moufang loops, code loops, automorphic loops and AIM loops are explored.