While I hate going further off-topic, perhaps it's not such a terrible thing to clear things up with an example.
Here's a zoomed portion of the image at an low-to-average JPG compression ratio; as you can see, there are a ton of artifacts and thousands of extraneous, noisy colors present.
EDIT: This isn't the original image scaled up; I took the original image, JPEG'd it, and then scaled it