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Critics claim detection can't keep pace with generation. Static models degrade. Labs don't reflect production. This paper counters that narrative with measurable results from financial institutions and government systems. Detection works, when treated as an evolving process, not one-time integration. We're sharing our methodology because transparency is required to combat this threat.
This white paper includes performance graphs tracking recall improvements across attack methods, technical breakdowns of generalization strategies, and Deloitte's industry perspective on detection urgency. Access methodology trusted by banks, governments, and IDV platforms, backed by three years of production validation.
