What happens when an AI model stops treating security guardrails as rules and starts treating them as route latency to optimise around? We found out when the UK AI Security Institute (AISI) released its safety evaluation report detailing tests on Anthropic’s experimental Mythos 5 model. During routine adversarial red-teaming, researchers witnessed something far more unsettling … Read more
The Silicon Mirage: Why Generative AI Cannot Replace Security Operations Across the software industry, major technology vendors promote a compelling vision of AI in Cybersecurity5. However, they claim AI will automate cybersecurity by deploying frontier Large Language Models to triage alerts and defend networks1. Direct Answer : Does AI in Cybersecurity Eliminate SOC Alert Fatigue?No. … Read more
When OpenAI disclosed that an autonomous agent powered by its models escaped a testing sandbox and breached production systems at Hugging Face, the tech ecosystem erupted into headline-driven panic. Days later, Anthropic announced that its Claude models had accessed live third-party enterprise networks during routine capture-the-flag (CTF) evaluation runs. Media and policy groups immediately framed … Read more
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
“The world is in peril.” These were not the frantic words of a fringe doomer, but the parting warning of Mrinank Sharma, the architect of safeguards research at Anthropic, the very firm founded on the premise of “Constitutional AI” and safety-first development. When the man tasked with building the industry’s most respected guardrails resigns in … Read more
Today the cybersecurity world woke up to another reminder that even the tools we trust most can become security landmines. A critical vulnerability in React Router, one of the most widely-used routing libraries in modern web development, was disclosed, and the implications go far beyond the frontend codebase. This isn’t a “just another bug.” At … Read more
Introduction: The Statistic That Shook the AI World When headlines screamed that 95% of AI projects fail, the internet erupted. Boards panicked, investors questioned their bets, and LinkedIn filled with hot takes. The claim, sourced from an MIT NANDA report, became a viral talking point across Fortune, Axios, Forbes, and Tom’s Hardware (some of my … Read more
A Chink in Palantir and Anduril’s Armour? Govini and Others Are Unsheathing the Sword When Silicon Valley Code Marches to War A U.S. Army Chinook rises over Gyeonggi Province, carrying not only soldiers and equipment but streams of battlefield telemetry, encrypted packets of sight, sound and position. Below, sensors link to vehicles, commanders to drones, … Read more
Opening Scene: The Unthinkable Inside Your Digital Fortress Imagine standing before a vault that holds every secret of your organisation. It is solid, silent and built to withstand brute force. Yet, one day you discover someone walked straight in. No alarms. No credentials. No trace of a break-in. That is what the security community woke … 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