Presents the Governance Twin framework with Sentinel+Council architecture applied to agentic AI systems operating within digital twin-enabled predictive maintenance environments. Accepted for publication and presentation, co-authored with N. P. Greis and R. Doten.
NAMRC54, Penn State University ยท Jun 2026