Laravel's Dependency Injection enables decoupling objects from dependencies by passing required services or resources into an object, rather than hard-coding them within. Controller Method Injection (CMI) allows injecting dependencies directly into controller methods, providing flexibility and reusability, making code more modular, maintainable, and testable.