Artificial intelligence burst into mainstream awareness less than three years ago with tools like ChatGPT and image generators such as Google Gemini. However, AI — particularly machine learning — has been shaping electromagnetic spectrum operations (EMSO) for decades.

In this episode of From the Crows’ Nest, host Ken Miller dives into the cutting edge of AI in next-generation EMSO systems with Rob Hyland, Principal Scientist and Director of Program Transition at Charles River Analytics.

Rob discusses how “hybrid” AI is revolutionizing EMSO, enabling systems to learn entire segments of the electromagnetic spectrum, accelerate upgrades, and enhance adaptability. He also highlights the challenges of applying AI to modern threats, stressing the urgent need for specialized talent to model, train, and integrate AI within the defense sector.

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