system that is deployed for a group of users cannot possibly be as effective, either for percent of spam blocked, or the number of false positives, as a single-user filter. However, for many people, a group solution (the ISP doing the filter) is Good Enough (90-95% of spam caught in my own personal experience). -- Michael Mittelstadt Sudbury, MA