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OpenAI Just Built an AI With a License to Hack
GPT-5.4-Cyber is OpenAI's first cybersecurity-focused model — with lower safety rails, binary reverse engineering, and a paradox at its core: to defend the internet, they had to teach AI to attack.
Cloudflare Just Built a Bouncer for the Agent Era
Cloudflare dropped a suite of announcements that turn their network into the security layer for AI agents. Code Mode, Shadow MCP detection, Mesh networking — here's what it all means.
The Graveyard Orbit: Where Good Software Goes When It Doesn't Die
Satellites that can't be brought home get nudged into a quiet parking orbit — still circling, still intact, just not doing anything. Software has the same orbit.
The Peril of Laziness Lost: Why Your AI Writes Too Much Code
Bryan Cantrill argues that LLMs lack the programmer's greatest virtue — laziness. When writing code costs nothing, everything gets bigger. But does it get better?
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