Unison is an innovative functional programming language that aims to simplify programming by rethinking existing paradigms, focusing on having an always live and never broken codebase. It utilizes hash-based identification for code, allowing seamless renaming and dependency management without breaking references, thus eliminating the need for traditional builds. The document discusses key features, including improved codebase management and refactoring capabilities, making programming more efficient.