On-device interpretive infrastructure that keeps AI reasoning coherent and stable in noisy, adversarial, or high-stakes environments using semantic and causal drift detection, long-horizon reasoning stability, and rPPG-based cognitive signal integration. Built for defense/dual-use, medical decision support, enterprise AI governance, and cognitive load monitoring; deployable in air-gapped and contested environments with no cloud dependency or data exposure.