I guess quietly deleting this fake stuff is still better than leaving it up.

Still feels a bit like it's lacking accountability. While the post is erased, it might still live on in the heads of the people who saw it and believed it.

That's why it's important to make sure what you post isn't fake before hitting "Publish". It's easier to cause damage than to undo it.