@klimeryk I think you misunderstood my point: We should make it really stand out what's going on. Display a clear and somewhat big message "We tried to help you by prefilling some fields" (it can actually offend people if we put in wrong info, plus they have even more of a "big brother is watching you" impression) and allow them to quickly clear them in case it's nonsense: "Click here to reset the fields"