The problem with humans reviewing AI output is that humans are pretty shit at QA. Our brains are literally built to ignore small mistakes. Digging through the output of an AI that's right 95% of the time is nightmare fuel for human brains. If your task needs more accuracy, it's probably better to just have the human do it all, rather than try to review it.