Geospatial AI & Critical Infrastructure - A Framework for Responsible Agents: With a Focus on Offshore, Arctic, Onshore and Digital Twin Ecosystems

We live in a time in which global crises no longer occur sequentially, but overlap, reinforce one another and challenge our systems in constantly shifting constellations. In the midst of this dynamic, a new need for orientation is emerging — not through simple answers, but through architectures that make complexity visible, keep uncertainty navigable and distribute responsibility. This framework proposes such an architecture. It unites epistemic, semantic and resilient integrity and shows h...