Rudolf Wagner

Controlled, Not Correct A Computer Software Assurance framework for domain-specific regulatory AI agents

This paper derives a three-layer human-in-the-loop control architecture from existing regulatory instruments rather than proposing a new framework, quantifies the architecture using a defect-escape model, and reports a result with direct consequences for how regulatory AI should be evaluated.