I agree with your description, but the pizza place case is even simpler: Statistics don't guarantee future single sample properties. 70% fail in the first year. So, 30% don't. Why would it be surprising to see one that didn't? It would be surprising to see none that didn't fail. So, it's expected to see lots that don't fail, Pete's being one of them.