AIGINT's safety architecture is built around three pillars: Constitutional Guard (hard constraint enforcement), calibration-gated deployment (no model ships without passing outcome-graded benchmarks), and continuous human oversight at every stage of the intelligence cycle.
Bringing the collective online
Convening the collective…