The lives of marine animals play vital roles in influencing policy decisions ranging from conservation to food security and global health. Yet, many species behaviors’ remain elusive to science as we have little to no direct observations of them. I propose the use of vision-guided autonomous underwater vehicles (AUVs) as ...
Smart grids are evolving into highly distributed, data-rich cyber-physical systems where conventional cybersecurity approaches are increasingly insufficient. Most machine-learning??"based defenses remain fundamentally predictive: they detect anomalies, estimate risks, and issue alerts. While valuable, these systems stop short of supporting the rapid, context-aware decisions required during active cyber-physical events.Large Language Models (LLMs) ...
