Nah, New York is a place where you generally don't need a reservation. If you want to go to a specific place, especially one you just read about, sure. If you just want dinner, it's hard to walk a few blocks in any direction without finding a restaurant with an open table though.

You're also discounting the many fine places, particularly downtown, that explicitly don't take reservations.