Behavioral heuristics are best learned in-situ; you need to know how the software is used with which data to correctly profile normal behavior. Some users and workloads hate sandboxes, though, and a 'Run as Adminstrator'-esque familiar-escape thus demanded by users will no doubt destroy its utility. Ultimately, someone must correctly articulate what the system is supposed to do, and this requires knowledge.