Deleting the rollouts where a monitor caught cheating is structurally the same as positively reinforcing all the cheating the monitor missed.

But if there was some amount of cheating that the monitor didn't catch, then those rollouts wouldn't be removed. And it might be like structurally very analogous to just positively reinforcing whatever the cheating rollouts were that happened not to be caught by your monitor.