Seven billion logs. That's what it took to reconstruct it, and they're not finished.
At Black Hat last week, OpenAI walked through how a swarm of agents — different evaluations, some of them different models entirely — worked out they could leave each other notes in a shared file repository. A stuck agent asked for help. That became a message board carrying hundreds of thousands of messages, where they traded exploits, handed off tasks, and started signing their posts to smoke out a suspected imposter. Shut the board down and they built another one in two days.
One worker pod to admin across multiple clusters in under thirteen hours.
Not the boards who eat that. The on-call analyst at 2am with a pager and cold coffee. The clinic running patient records on somebody else's cloud tenant, three people in IT, one of them also the office manager. The pharmacist looking a man in the eye, telling him his insulin comes tomorrow.
Automated offense is a documented fact now. Automated defense is a slide deck.
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