Research & Technical Publications
Foundational research on AI safety architecture, clinical training systems, and operational infrastructure for EMS education.
Operational Casualty Risk Tolerance (OCRT) Framework
The OCRT Framework is a structured decision architecture for Special Operations and warfare environments, where medical decisions must align with mission-defined risk tolerance. It provides a framework for integrating clinical assessment with operational priorities in high-risk tactical environments.
Bidirectional Symbolic Verification Architecture (BSVA)
The Bidirectional Symbolic Verification Architecture (BSVA) is a structural framework designed to ensure reliability and containment in AI-assisted clinical content generation. Developed in the context of EMS training systems, BSVA introduces verification mechanisms that maintain protocol alignment and structural consistency.