This white paper emphasizes the importance of robust, transparent, and secure AI systems in defense operations. It outlines key challenges like system opacity, risk management, and operational inefficiencies, and proposes solutions including direct neural network telemetry and improved model iteration and repair cycles. By leveraging frameworks and technologies developed by Authentrics.ai, defense organizations can enhance AI explainability, reduce risks, and gain strategic advantages.