The Achilles Heel of AI: Fundamentals of Risk-Aware Training Data for High-Consequence Models

Dave Cook, Tim Klawa

AI systems in high-consequence domains such as defense, intelligence, and disaster response must detect rare, high-impact events while operating under tight resource constraints. T…