The non-determinism is part of the allure of these systems -- they operate like slot machines in a casino. The dopamine hit of getting an output that appears intelligent and the variable rewards keeps us coming back. We down-weight and ignore the bad outputs. I'm not saying these systems aren't useful to a degree, but one should understand the statistical implications on how we are collectively perceiving their usefulness.