A six-stage governance-and-release pipeline for AI inference. Three concurrent agents. Independent verdicts. Every decision receipted.
SSRN 7492921 · Read the paper · DeBacco Nexus LLC
When a minor is referenced in any prompt or output, the gate flags the inference for mandatory human review. Grooming, exploitation, and targeting prompts are classified OPERATIONAL and withheld before inference — zero target-model tokens spent.