It appears that in build #7782 and upward the code inspections stop working after a certain amount of time and the only way to clear up the issue is to restart IDEA. There doesn't seem to be any errors logged or give any other signs that there is a problem
See this forum thread for details:
http://www.intellij.net/forums/thread.jspa?threadID=274703