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Lessons learned, personal growth, and doctrine that translates to engineering.

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Nov 11, 2025

From USS Tennessee to AI Security: A Cybersecurity Journey

From USS Tennessee ISSM to AI security: how traditional cybersecurity expertise became both foundation and limitation for securing AI systems.

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Field notes from AI experiments, secure architecture decisions, and submarine-grade operational discipline.

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