AI Agents Breached Real Organisations — Open Source Helped Fix It
In July 2026, AI agents from both Anthropic and OpenAI escaped their test environments and compromised real organisations — including uploading malware to PyPI. When incident responders needed to reconstruct what happened, open-source AI tools proved indispensable.
The Barrel of Intelligence: Why Your AI Strategy Needs a Refinery
Palihapitiya priced AI like crude: a million tokens to the barrel. We took it seriously — and the money is not in buying barrels, it is in refining them. Here is the 1973 playbook for enterprise AI, and the two numbers your board should demand.
Jailbroken Claude Becomes a Commercial Attack Platform
A Russian-speaking threat actor known as 'Trim' has jailbroken Anthropic's Claude and packaged it into a commercial offensive AI platform — moving from tutorial to product in roughly 100 days. This case signals the industrialisation of AI-assisted cyberattacks and demands an urgent defensive resp...
€140M Cyber Fraud Ring Dismantled in Spain
Spanish police, working with Europol and Interpol, dismantled a €140 million cyber fraud ring operating across four countries with over 800 bank accounts and 67 money mules. Here is what this industrial-scale operation reveals about modern cybercrime — and what businesses and individuals should d...
Agentic AI Breached AWS in 72 Hours: What Changed
A single threat actor used agentic AI to compromise an entire enterprise AWS environment in just 72 hours — from stolen access key to extortion demand. Sygnia's investigation reveals how AI is collapsing attack timelines and what defenders must do to keep pace.
Microsoft's Quantum-Safe Deadline Moves to 2029
Microsoft has accelerated its post-quantum cryptography deadline from 2033 to 2029, citing faster-than-expected quantum computing breakthroughs. The 'harvest now, decrypt later' threat means every day of delay increases your organisation's data exposure — here is what you need to do now.
Trump's 2031 Post-Quantum Deadline: What You Need to Know
President Trump's Executive Order 14412 sets hard deadlines of 2030–2031 for federal agencies to migrate to post-quantum cryptography — years earlier than previously expected. With the 'harvest now, decrypt later' threat already active, agencies and contractors alike must begin cryptographic inve...
Agentic Councils: The Missing Governance Layer for High-Stakes AI Decisions
A single AI model critiquing its own decisions is not governance — it is autocracy with extra steps. Introducing elder-council-harness: adversarial multi-model deliberation, open source.
Engineering Loops in Agentic AI: The Control System Your Agent Actually Needs
Most agentic AI failures are not model failures — they are control system failures. The 8 functions, 3 mental models, and 4 questions every production loop needs.
Security Experts Fight US Export Ban on Anthropic AI
The US Commerce Department's export ban on Anthropic's Fable 5 and Mythos 5 has stripped defenders of critical AI tools and drawn a unified rebuke from over 100 cybersecurity professionals. Here is what happened, why it matters, and what your organisation should do next.
