This study will consist of the following phases 1) Tapering of psychotropic medications (1-4 weeks, depending upon type and dosage). 2) Observation for up to 2 weeks drug free, in order to establish a baseline prior to starting medication trial. 3) An 8 week double-blind trial of either clozapine or olanzapine. Efficacy and tolerability of clozapine and olanzapine will be compared using specified criteria. 4) If desired improvement not achieved or trial is interrupted, an 8 week open trial of the second medication and 5) Discharge following medication optimization for up to 4 weeks, or as clinically appropriate. This protocol also includes a follow-up every 2 to 3 years for a period of 10 years.