That’s not a “calculated risk.” It’s just a risk.
I don’t see how the OP is paying enough attention to know that terrible things are not happening. Sure, he can roll back, but that only works well for obvious problems that he catches in time.
I haven’t heard that it is inherently dangerous to use popular tools of the normal sort without carefully scrutinizes every output. But there are many horror stories about the unreliability of LLMs.