The truth is, they do.  Many anti-virus companies use a central means of updating their virus signatures as one anti-virus will see one sort of virus that another might not.  And so, to keep them somewhat up-to-date, they share this information between each other via a central database.  Unfortunately, this also means that false positives spread like wildfire.