Series
Deep-dive collections on the ideas reshaping how we build security. Each season pairs original research and long-form episodes with companion material — whitepapers, podcasts, infographics — into an arc you can follow start to finish.
Autonomous AI SOC
Energy-based models meet SecOps
Eight episodes on how energy-based anomaly detection, AI-driven ETL, self-improving playbooks, and autonomous response loops combine into a next-generation security operations center — without the alert fatigue.
- Episodes8
- Podcast companionAvailable
- WhitepaperComing
- InfographicsComing
Morphogenetic SOC
Complex systems science in security engineering
Nine episodes applying biological control theory — TAME, Ashby’s Law, bioelectricity, and governed agency — to security architecture. The most complete season, with whitepaper, executive deck, infographic, mind map, and video walkthrough.
- Episodes9
- Whitepaper & exec deckAvailable
- Infographic & mind mapAvailable
- Video walkthroughAvailable
Project Butterfly of Damocles
A decade of being right about the wrong thing
Ten episodes on Project Glasswing, AI capability withholding, and the machine-learning dependency graph — tracing the line from a 2014 DEF CON dataset to the moment the security scanner itself became the attack surface.
- Episodes10
- WhitepaperComing
- InfographicsComing
Beyond Verifiable Reward
Every capability you want, an adversary wants more
Thirteen episodes on the security implications of machine mathematics and reinforcement learning from verifiable reward — grindability, escape-adjacency, evaluation supply chains, and the identity tensions you cannot engineer away.
- Episodes13
- Whitepaper & decksAvailable
- Infographic & mind mapAvailable
- Videos & podcastAvailable