Here the algorithm is quadratic but will, theoretically, always complete. Thus there is no bug, but a performance problem. I think that a bug is a mistake in a programme that causes erroneous behaviour.
Say if I was writing a programme which needed to make a computation which is doable only with a quadratic algorithm. Should I not write that programme at all because it'd be a bug, albeit in most cases it'd do the processing I needed?
I'd rather call this a mistake as long as the output from the function is as expected. I'm not saying that it's a negligible mistake to use a quadratic algo where there is a linear one though. Just that I doubt it is fundamentally a bug.
This only makes sense if you completely ignore context, which doesn't make any sense at all. The point/"bug"/mistake here is using a quadratic algorithm when it isn't necessary, not just the fact that the algorithm is quadratic. If something can be solved in O(1) time, it's a mistake to use an O(n) algorithm, and similarly, if something can be solved in O(2^(n!)) time, it's a mistake to use a O(9999^(n!)) algorithm (assuming constant factors are of similar orders of magnitude etc, as they are in the OP).