There's an old saying that goes something like there are countless way to fail, but only a few ways to succeed. Perhaps there's more complexity in modeling failure?
I usually think of it as being a reflection of entropy. There are innumerable configurations of the plastic and steel that makes up my car, but only a vanishingly small proportion result in drivable vehicles.
Yes, if it was that easy to predict failure, it would be easy to avoid it.