The problem is that detecting fraud is fundamentally harder than generating plausible fraud. This is because ultimately a very good fraud producer can simply produce output that is identically distributed to non-fraud.

For the same reason, tools that try to detect AI-generated text are ultimately going to lose the arm's race.