Guardians of the State: An Air-Gapped AI Fortress for Consumer Data — Rachna Srivastava, DFPI
California's DFPI built an air-gapped, offline AI system to keep fraud evidence court-defensible.
“generative AI trashed it completely.”
Rachna Srivastava of California's DFPI describes how generative AI has collapsed the cost of deception and destroyed traditional trust signals like faces, voices, and signatures. In response, DFPI built an offline, air-gapped AI system for financial fraud investigation that must satisfy court standards of explainability, reproducibility, and auditability. This is an early real-world example of a state regulator designing AI infrastructure around legal evidentiary requirements rather than pure capability.