Simon's 6th solo album, Hearts and Bones, was released in 1983. Art Garfunkel actually worked on some of the songs with Paul for the album that was intended to be a Simon and Garfunkel album. However, Garfunkel left the project so Simon reworked the material into a solo album.

Hearts and Bones is one of his most introspective and underrated albums, blending folk, rock, and subtle world music influences with deeply personal songwriting. The title track is a beautifully poetic reflection on love and loss, while Train in the Distance and Rene and Georgette Magritte with Their Dog After the War showcase Simon’s knack for vivid storytelling. The production is polished yet intimate, with intricate guitar work and layered harmonies. Though it was a commercial disappointment at the time, Hearts and Bones stands as one of Simon’s most emotionally rich and rewarding records.