// INSIGHTS
Practitioner perspectives on AI security, adversarial testing, and governance from the team that builds the attack tools.
How assisted reconnaissance, coordination and concealment could increase the pressure on critical infrastructure.
READ ARTICLE →How coordinated agents create useful capabilities—and dangerous collective behaviour.
READ ARTICLE →EchoLeak (CVE-2025-32711) scored a 9.3 and earned a distinction nobody wanted: the first zero-click attack on an AI agent.
READ ARTICLE →What Entropy Can and Cannot Tell Us About Agent Runtime Security. When a language model moves from chat to agent, the security boundary moves with it.
READ ARTICLE →AI no longer arrives as a project you can prepare for. It arrives as behaviour. Why readiness now means containing what already runs.
READ ARTICLE →Governance frameworks for agentic AI arrive with a familiar promise: responsible deployment, proportionate oversight and trust by design.
READ ARTICLE →Operational technology is built around predictability, availability, safety and long equipment lifecycles. A control system is expected to perform a defined function, within known tolerances, for many years. Changes are controlled because even a technically correct modification can have consequences for production or safety.
READ ARTICLE →AI governance can establish accountability, document controls and authorise deployment. It cannot prove that a generative AI system will preserve the facts entrusted to it. Enterprises now need a second layer: continuous, evidence-based verification of AI outputs
READ ARTICLE →Restricted frontier models — evaluated under controlled conditions by a small number of organizations — exist in a space between research artifact and operational tooling.
READ ARTICLE →Capable Tool, Not God Mode The claim is simple. The claim is wrong. Somewhere between a LinkedIn post and a vendor pitch deck, the narrative solidified: modern AI-powered security scanners can replace a full red team. Minutes, not weeks. Comprehensive, not sampled. Autonomous, not human.
READ ARTICLE →The morning AI goes dark — and you realize the skills were never yours. A sharp look at borrowed competence, cognitive atrophy, and what you actually know.
READ ARTICLE →On Quantum Mechanics, Entropy, and the Only Honest Way to Secure AI.
READ ARTICLE →From CSLE and CybORG to Autonomous Network Agents. Reinforcement learning agents are moving from research ranges into production networks. What CSLE and CybORG have proven in the lab — and what the dual-use reality means for security teams.
READ ARTICLE →Why LLMs confabulate confidently false answers — the failure modes, mitigations, and the post-Transformer architectures emerging to fix it.
READ ARTICLE →The 2023–2024 AI strategy wave is maturing into a 2025–2026 implementation crisis. Here is what went wrong, and what a security-first remediation looks like.
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