Just-in-time compilation is a runtime optimization technique that translates code into machine language just before execution, improving performance by combining the benefits of both interpretation and ahead-of-time compilation. It allows for adaptive optimization by compiling frequently executed code paths while maintaining flexibility and reducing startup times.