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Below the Surface episode 83 brings host Paul Asadoorian together with Vlad Babkin for a wide-ranging discussion about AI-assisted vulnerability discovery, the shrinking patch-to-exploit window, and why network edge appliances remain such difficult systems to defend. The episode was recorded on October 2, 2026.

The conversation begins with AI’s accelerating ro...


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AI data centers are critical infrastructure now. The U.S. investment in AI is nearing a trillion dollars, and new agreements between global superpowers and hyperscaler companies are turning AI into what recent congressional testimony from the Center for Strategic and International Studies described as “the defining competition of the 21st century.” Experts from CSIS further t...


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Trusted and Safe AI with Eclypsium AI Infrastructure Assurance and NVIDIA Open Agent Safety Platform

AI agents are moving from answering ...


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Below the Surface episode 82 was recorded on September 10, 2026, with host Paul Asadoorian joined by Vlad Babkin and Chase Snyder. The conversation moves across several current security stories, but its center of gravity is clear: modern infrastructure depends on trust mechanisms that are useful, fragile, and often difficult to verify from the outside.

The epi...


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