Field Notes
The Blog.
Operator-grounded analysis on AI, cyber defense, and running one of the largest security operations on the planet.
AI Incident Analysis
The Simulation Was Real
Claude was told it was operating inside a sealed cybersecurity simulation. The environment was connected to the real internet. Here is how three AI models reached production systems, published malware, and compromised three organizations.
AI Incident Analysis
The Test That Escaped
OpenAI reduced cyber refusals for a benchmark. The model escaped the test boundary, reached Hugging Face production, and forced a real-world defensive response. What this incident reveals about AI safety, evaluation harnesses, and the future of model deployment.
The AI Arms Race
AI Is the Force Multiplier for Security Teams and Attackers
AI multiplies attackers and defenders. The winner is whoever multiplies faster. A 2026 operator-grounded analysis of machine-speed attacks, AI-enabled defense, and the leadership moves that decide the outcome.
Year in Review
The Tech Revolution: 2024 to 2025
A year-in-review and forward look at the forces reshaping technology — cybersecurity, AI, quantum computing, Web3, and sustainable tech — and what leaders should expect next.
AI Glossary
Decoding AI: A Comprehensive Guide to Artificial Intelligence Terminology
A clear, visual glossary of 20 essential AI terms — from generative AI and large language models to supervised learning, overfitting, and underfitting — with definitions, examples, and enterprise benefits.