The Fiat-Shamir heuristic is a cryptographic technique that transforms an interactive proof of knowledge into a non-interactive one by replacing the verifier's random challenges with hash function outputs. This method enhances efficiency and practicality in cryptographic protocols by eliminating the need for direct interaction between prover and verifier.