Proof nets are a graphical representation of proofs in linear logic, providing a more intuitive and efficient way to understand and manipulate proofs compared to traditional sequent calculus. They eliminate unnecessary bureaucracy by focusing on the essential structure of proofs, thus allowing for direct comparison and transformation of proofs in a visually coherent manner.