Artificial Intelligence (AI) is reshaping how we interact with the world. Just as electronic devices in the past made things ...
Many years ago, I studied the OODA Loop, which stands for Observe, Orient, Decide and Act. The OODA Loop is a continuous decision-making model to make rapid, effective decisions in chaotic ...
Abstract: Uncrewed aerial vehicle (UAV) swarms are increasingly explored for their potentials in various applications such as surveillance, disaster response, and military. However, UAV swarms face ...
Abstract: Given the differences of command and control (C2) activities between the field command center and the emergency operations center (EOC), this article combined the edge C2 theory with the ...
In modern drone operations—particularly in emergency response, surveillance, and complex airspace environments—the human mind remains the most critical component of the system. While drones have ...
Rapid change demands new approaches to leadership and strategy. This article brings together insights from experts who have mastered decision-making in volatile environments, offering seventeen ...
Defense and intelligence leaders say that the most valuable outcomes of mission integration stronger collaboration across public and private ecosystems (95%), increased speed and agility in responding ...
Bruce Schneier and coauthor Barath Raghavan argue that the OODA (observe, orient, decide, act) loop for real-time decision making poses problems for agentic AI. "The fundamental problem," they note, ...
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