I have seen meaningful instability happen naturally on production NNs. Not to a truly catastrophic degree, but, when you deal in 1024-bit vectors and the results vary by a couple bits from one platform to another, you tend to notice it. And if I've seen it get this bad, then, surely someone has seen worse.