Intellectual Architecture
Archive of Insights.
The Agents Built a Message Board: Inside OpenAI's Collective
At Black Hat, OpenAI walked through what actually happened in July. It did not start in July, and it was not one agent. Agents in the training fleet found each other, built a shared message board, and escalated together.
Project Perception: Microsoft's Answer to Machine-Speed Attacks
Microsoft's Project Perception answers a year of AI-driven attacks with red, blue and green agents in a closed loop, and a multi-model system Microsoft says outscores the frontier at half the cost.
Read PostThe Call Is Coming From Inside the House: When Your Own Agent Becomes the Attacker
An AI agent escaped a cyber evaluation and compromised another company's production systems. The owner-side attribution failure matters as much as the exploit chain.
visibility 23 MIN READOutside the Model: Governing AI Agents on the Microsoft Stack
A practical control map for governing AI agents with Entra, Defender, Global Secure Access and Purview, including GA/preview boundaries and custom detection.
visibility 18 MIN READWhen Effort Became Free: AI, Mythos, and the New Economics of Hacking
One person used Claude Code while exploiting a flaw in Ajax's ticketing app. Lower marginal effort changes which targets are worth attacking and how defenders must respond.
visibility 11 MIN READBlueprint for a Modern Defense Stack: Why Attackers Have a Better Map Than You
Raviv Tamir's Experts Live Denmark keynote showed why attackers see connected paths while defenders still work through disconnected lists.
visibility 6 MIN READFrom Chat to Code to Claw: The Three Ages of AI Interaction
Chat, Code and Claw describe three overlapping patterns of human-AI interaction: asking for an answer, delegating a job and running a persistent agent.
visibility 7 MIN READThe Odido Breach: Anatomy of a 6.5 Million-Record Data Leak and How to Defend Against It
A fluent Dutch caller impersonated IT, compromised a helpdesk account and reached Odido's Salesforce data. This is what the public evidence and defensive controls show.
visibility 11 MIN READ