Garbage in, garbage out.
That law isn’t going to change.
In this case, anything in, garbage out. There was nothing wrong with the raw data; the process is defective. And defective at a rate that will go unchecked because people can’t oversee it as fast as it generates errors. By the time we understand what has been done, I’m afraid it will be nearly impossible to undo.