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
The global transition toward decentralised and sovereign cryptographic standards represents one of the most significant shifts in the history of information security. For decades, the international community relied almost exclusively on a handful of standards, primarily those vetted by the National Institute of Standards and Technology (NIST) in the United States. However, the emergence of … Read more
Industrialised Software Ecosystem Subversion and the Weaponisation of Invisible Unicode Executive Summary The early months of 2026 marked a pivotal escalation in the sophistication of software supply chain antagonism, characterised by a coordinated, multi-ecosystem offensive targeting the global development community. Central to this campaign was the Polinrider operation, a sprawling initiative attributed to Democratic People’s … Read more
TL:DR: This is a Developing Situation and I will try to update it as we dissect more. If you’d prefer the remediation protocol directly, you can head to the bottom. In case you want to understand the anatomy of the attack and background, I have made a video that can be a quick explainer. The … Read more
TL:DR: This is an Empirical Study and could be quite long for non-researchers. If you’d prefer the remediation protocol directly, you can head to the bottom. In case you want to understand the anatomy of the attack and background, I have made a video that can be a quick explainer. Background and Summary: The compromise … 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
When the Weakest API Becomes the Loudest Breach. Key Takeaways for Security Leaders You can giggle about the subject if you want. The headlines almost invite it. An adult platform. Premium users. Leaked “activity data.” It sounds like internet tabloid fodder. But behind the jokes is a breach that should make every security leader deeply … Read more
The Promise Cloudflare’s outage did not just take down a fifth of the Internet. It exposed a truth we often avoid in engineering: complex systems rarely fail because of bad code. They fail because of the invisible assumptions we build into them. This piece cuts past the memes, the Rust blame game and the instant … 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