The no-hair theorem states that black holes can be completely described by just three externally observable parameters: mass, electric charge, and angular momentum. This means that all other information about the matter that formed a black hole or is falling into it is lost from the outside perspective, leading to the idea that black holes are remarkably simple objects despite their complex formation processes.