The Emerging Problem of Autonomous Drift For most of the past decade, AI governance relied on a comfortable assumption: the system was always connected. Logs flowed to the cloud.Monitoring systems analysed behaviour.Security teams reviewed anomalies after deployment. That assumption is increasingly invalid. By 2026, AI systems are moving rapidly from the cloud to the edge. … Read more
Build Smarter, Ship Faster: Engineering Efficiency and Security with Pre-Commit In high-velocity engineering teams, the biggest bottlenecks aren’t always technical; they are organisational. Inconsistent code quality, wasted CI cycles, and preventable security leaks silently erode your delivery speed and reliability. This is where pre-commit transforms from a utility to a discipline. This guide unpacks how … Read more
Trump’s latest Executive Order 14144 marks a strategic pivot in U.S. cybersecurity policy—narrowing sanctions, revoking digital ID initiatives, and mandating standards for AI and software security. In this first part of a two-part analysis, I unpack the deeper shifts beneath the headlines and highlight what practitioners, policymakers, and tech leaders need to watch.
Introduction The AI industry’s safety narrative has been shattered. HiddenLayer’s recent discovery of Policy Puppetry — a universal prompt injection technique — compromises every major Large Language Model (LLM) today, including ChatGPT-4o, Gemini 2.5, Claude 3.7, and Llama 4. Unlike traditional jailbreaks that demand model-specific engineering, Policy Puppetry exploits a deeper flaw: the way LLMs … Read more