what has changed?? 

did you add wp super cache??  its showing a cached page there… if you use super cache, you must tell it to ignore the forum page or you will get a cached page instead of the dynamic page…

notice your page slug is forum-3…  is that correct?

try going to forum – integration – page and permalink… is the proper wp page selected fro the forum there?  try updating the permalink…