The Mach-O format is a file format used for executables, object code, and shared libraries in macOS and iOS, designed to support multiple architectures within a single file. It encapsulates binary code and metadata, facilitating dynamic loading and execution, and is integral to the operating system's ability to manage and execute applications efficiently.