How are nation-state and non-nation-state objectives and their associated operating concepts influencing the changing dynamics of air warfare? In light of these shifting concepts, what are the potential characteristics of battle networks in future conflicts, and how might different militaries develop, exploit, and integrate these networks in terms of technological capabilities, strategic objectives, and operational efficiency? Ultimately, how do these foreign operating concepts and battle networks impact the USAF's ability to maintain superiority, and what command structures or resource allocations must the Joint Force adopt to counter them?
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- Boben, Maj. Joseph J., "Artificial Intelligence and Its Impact on the Low-Observable Advantage," AF Fellows (Oak Ridge), 2025.
- Details the evolution of Integrated Air Defense Systems (IADS) into AI-enhanced "kill webs" or intelligent battle networks. He answers how militaries will exploit these networks by explaining that adversaries, particularly China, are actively pursuing "intelligentization" to process information faster than human operators through automated sensor fusion and machine learning. By integrating deep learning models across multiple sensor domains (radar, optical, acoustic, and thermal), Boben demonstrates how future battle networks will use AI to initiate tracks from disparate plots, adapt cognitive radars to counter jamming, and rapidly identify stealth aircraft features that remain undetectable to human analysts.
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