The new chapter (http://www.ficwad.com/story/73973), seems to have been double html character entity encoded.
Probably the author submitted html and it was "cleaned" by something evil that assumed the submitted stuff is user input from a textbox.
Please work with the site to have it fixed.
Author's response
Actually, the writer simply cut and pasted from a word document and the encoder no longer interprets it correctly. Simply converting it to a text file and uploading that way didn't resolve the issue, as you can plainly see. Seeing how widespread the problem is with newly posted chapters I am assuming the code folks are already working on it.
BJH