Blog
Technical articles on Cyber Security, IoT, Smart Metering, and AI.
Anthropic Cut Their False Positive Rate to 7% With Claude Code. The Pattern Is Stealable.
Anthropic's Detection Platform Engineering team published how they built CLUE, an in-house SOC platform on top of Claude Code. The numbers are real, the marketing is obvious, and the pattern underneath is worth stealing. Here is what is actually transferable, what is Anthropic-specific, and the Bitter Lesson application that most security teams will quietly ignore until it eats their playbooks.
Read moreYes Opus 4.7 Burns Tokens in German. Half the Story Is Hype.
A Pro user on r/ClaudeAI showed Opus 4.7 burning a full session in seconds with a German prompt that took 37 per cent in English. The story is real. Half of it is hype. I read the thread, read Anthropic's release notes, read the actual papers. Here is what is going on, with the numbers and the sources.
Read moreThe AI Tool You Trust Just Became a Supply Chain Weapon
A systemic vulnerability in Anthropic's Model Context Protocol exposes 150 million downloads and 200,000 instances to arbitrary command execution. Cursor, VS Code, Windsurf, and Claude Code are all affected — and the protocol creator calls it expected behaviour.
Read moreMicrosoft's Copilot Tasks: AI That Actually Does Your Work
Microsoft's new Copilot Tasks doesn't just chat - it takes over computers to cancel subscriptions, book appointments, and handle your boring work while you do something else.
Read moreGoogle's Nano Banana 2 Promises the Impossible
Google claims Nano Banana 2 delivers Pro-quality AI images at Flash speeds and prices. If true, it breaks every assumption about AI infrastructure costs.
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