AI and Human-Machine Teaming in Civil Emergencies

(full document here) – Societal resilience is failing to keep pace with the velocity of modern risks, from climate disasters to systemic cyber failures. This analysis details how Artificial Intelligence (AI) serves as a vital cognitive accelerator, closing the perilous time gap between crisis escalation and human response. We explore the imperative for trustworthy Human-Machine Teaming (HMT), demanding Explainable AI (XAI) and robust data integrity to safeguard critical infrastructure and ensure ethical oversight. Dr Gustavo Scotti di Uccio