Baum was a Catholic theologian who helped draft Nostra aetate (1965), the Second Vatican Council's declaration that rejected blaming Jews collectively for the death of Jesus.

Born in Berlin to a Jewish mother, he fled Nazi Germany, converted to Catholicism in 1946, and became a priest.