Simple algorithmic data mining fails against sophisticated adversaries because algorithms are static and terrorists are entrepreneurial: terrorists learn how they were caught and adapt their patterns immediately, so defense requires people who are flexible, agile, and can anticipate adversary tactics rather than applying pre-programmed rules.