What is O(0)? Computation that takes 0 time? Does that make any sense?
In terms of algorithms, I suspect that no actual algorithm fits into it and as such it is more a curiosity than actually useful.
However, O(0) is not the same as O(1), as we cannot find a constant c such that 0c dominates all possible functions that 1c can dominate.