The Distributed Random Number Generator (DRNG) in Cardano is a protocol for generating verifiable random numbers in a decentralized manner. It's crucial for various network operations, including leader selection in the Ouroboros protocol. The DRNG ensures that the randomness used in these processes is unpredictable and cannot be manipulated by any single party.