Introducing Fermented Opinions

Last week an artificial intelligence broke containment during a red team exercise, compromised one of the most important companies in the AI world, and walked out with credentials. No person was at the keyboard. And when the defenders reached for the frontier models to help analyze the attack, the safety guardrails refused. They fell back to an open-weights Chinese model to investigate.That is not a preview of the next decade. That is last week.This is Episode 0 of Fermented Opinions, a show about the technology behind national security and the people betting the mission on it. We met at CENTCOM: one of us in J39 running influence and information operations, the other on the J6 side running comms, cyber, and security for foreign military sales. For most of history those were two different problems. The mind, and the machine. They are now the same problem, because the mind is the machine. It’s the model.In this episode we introduce ourselves, walk through what actually happened last week and why it matters, explain where the name came from (yes, Whiskeyman is his real name), and lay out Season One.Season One: The AI Supply ChainYour organization runs on AI now, whether you signed off on it or not. It was built from data you didn’t create, open-source code you didn’t write, and chips you don’t fabricate. Can you prove where it came from? Almost nobody can. Six episodes, one a month, working through every layer:* Ep 1 — Your Model Came From Where? Why the AI supply chain looks nothing like the supply chains the Pentagon knows how to secure* Ep 2 — The data layer. Poisoned training data, and teaching a system to lie before you ever switch it on* Ep 3 — The model layer. Backdoors, stolen weights, and the case for a bill of materials for the model itself* Ep 4 — The silicon. Export controls, China’s sovereign AI push, and whether the restrictions are working* Ep 5 — The integration layer. Pipelines, APIs, and dependencies where one poisoned component spreads across the industrial base* Ep 6 — The policy fight. How you harden the ecosystem without killing the openness that makes American AI worth defendingThree rules: we don’t read you the news, we don’t chase the week, and we are not neutral. When we disagree, it stays in the cut. Everything we claim, we cite.SourcesSecuring the AI Supply Chain, USF Global and National Security Institute decision brief: https://digitalcommons.usf.edu/cgi/viewcontent.cgi?article=1034&context=gnsi_decision_briefsOpenAI models used in attack on AI startup, UNSW: https://www.unsw.edu.au/newsroom/news/2026/07/openai-models-hacked-tech-startup-seismic-shift-cybersecurityYour hostsDr. Andy Whiskeyman spent 28 years in the U.S. Army, from enlisted intelligence soldier to colonel, finishing as Chief of the Information Operations Division at U.S. Central Command. He holds a PhD in military strategy, chaired the Cyber Strategy Department at the National Defense University’s College of Information and Cyberspace, and is a senior fellow at USF’s Global and National Security Institute.Ryan Gutwein is an Air Force veteran who ran cybersecurity for foreign military sales across the CENTCOM area of responsibility. He now runs Optimal, a Tampa firm working inside the cloud and AI systems that government and defense actually deploy.New episodes monthly. Subscribe so Episode 1 lands in your inbox.Aged, not rushed. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit fermentedopinions.substack.com