Safety-Contract Graph MARL: Introducing ACD³-GAT for Autonomous Network Defence

A technical deep-dive on ACD³-GAT: a safety-contract graph MARL framework that drops the CAGE-4 downtime-budget violation rate from 100% to under 14%, with a worked architecture, Lagrangian dynamics, G-CRP example, deployment notes and limitations.