Mock objects are used in unit tests to simulate dependencies and allow for isolated testing. They can verify behavior and help drive design towards looser coupling between classes. The Dependency Inversion Principle and patterns like dependency injection follow the "high-level policy of asking for abstractions, not implementations" to reduce tight coupling and allow flexible reuse of modules.