This is not about what they think of us this about having enough self awareness to know how the world sees you. If the police pull you over they ain't going to care if you are half white if you look like a black person.
You can still have that self-awareness and identify as biracial. If the cops pull you over and automatically assume you're a threatening criminal because your black or look black, does that mean you should see yourself as a threatening criminal?