It doesn't even need a bug in the hardware; cosmic rays or alpha particles can also cause the same type of issue. For those, making systems redundant is indeed a good solution.

For the situation of an actual (consistent) hardware bug, redundancy wouldn't help… the redundant system would have the same bug. Redundancy only helps for random-style issues. (Which, to be fair, the one we're talking about here seems to be.)