The conference organizers will love you for booking a room. They have signed a contract stating that they will fill x rooms, and they will pay a penalty if they don't live up to that obligation.
The only downside is that, if the conference is very well-attended and the hotel sells out, a late registree may not be able to book a room in the meeting hotel.