Quantum physics and Leonard Cohen

My son, who is majoring in Physics, was telling me yesterday that at a quantum level two objects never actually touch because atoms always maintain space between each other. All matter (including us) is made up not just of atoms but of spaces inbetween. This made me think of Leonard Cohen's song 'Anthem' where he sings, "There is a crack in everything. That's how the light gets in."