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AI and the Hunt for Ballistic Missile Submarines
The document provides a detailed scoring framework and analysis of how AI enhances the ability to search, localize, classify, and track ballistic missile submarines. It evaluates platforms ranging from fixed acoustic arrays (IUSS) and nuclear attack submarines (Virginia SSN) to unmanned systems like the Orca XLUUV and Slocum Gliders, as well as satellite-based SAR constellations. The analysis highlights that AI's impact is most significant in shallow waters for multi-modal platforms and in deep water for acoustic-heavy systems, while physical constraints of the ocean environment continue to limit AI's effectiveness at extreme depths.
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Document type: Research paper