The Hidden Security Risks Inside Artificial Intelligence

Episode 117 of the At The Boundary podcast, hosted by Global and National Security Institute, titled "The Hidden Security Risks Inside Artificial Intelligence" was published on February 9, 2026 and runs 41 minutes.

February 9, 2026 ·41m · At The Boundary

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Summary

Text the ATB Team! We'd love to hear from you! In this episode of At The Boundary, Dr. Andrew Whiskeyman, a Senior Non-Resident Fellow at GNSI, speaks with Ryan Gutwein, a data security and compliance expert, to explain how rapid advances in artificial intelligence are reshaping national security. The conversation breaks down what technological layers AI actually depends on and why each of these four layers introduces unique security risks. Gutwein highlights threats such as data manipulatio...

Episode Description

Text the ATB Team! We'd love to hear from you!

In this episode of At The Boundary, Dr. Andrew Whiskeyman, a Senior Non-Resident Fellow at GNSI, speaks with Ryan Gutwein, a data security and compliance expert, to explain how rapid advances in artificial intelligence are reshaping national security. The conversation breaks down what technological layers AI actually depends on and why each of these four layers introduces unique security risks. Gutwein highlights threats such as data manipulation, data poisoning, parameter theft, and malicious code injection in open‑source environments, and why they matter for both military operations and everyday technology.

Whiskeyman and Gutwein also discuss the importance of secure‑by‑design incentives, while advocating for accelerated deployment of large language models, expansion of AI infrastructure and cooling capacity, and scaling drone development. Altogether, the episode offers a clear, approachable look at how AI is changing modern security—and what the U.S. must do to stay ahead.

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At the Boundary from the Global and National Security Institute at the University of South Florida, features global and national security issues we’ve found to be insightful, intriguing, fascinating, maybe controversial, but overall just worth talking about.

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