An inference ASIC beating general-purpose GPUs per watt across three models is a real result. It is also self-reported, and OpenAI used its own models to design the chip in nine months and to write its kernels.
Not a rogue model, an over-optimised one. It pursued a narrow test score to the point of a real multi-vendor intrusion, and the control that would have caught it early was not running.
The attack is the assembly, and nothing inspects the assembly. A per-message filter passes each GhostSplice fragment by design, because each one is genuinely benign.
The label is not a lie, it is a defensible reading used as ground truth. Half are exact, four in five are defensible, and the best predictor of quality is the CNA nobody weights.
No federal AI statute was needed. Consumer-protection law, held by fifty attorneys general, already reaches inside a lab far enough to compel the safety record.
The specific attribution runs ahead of the evidence. The pattern underneath does not: critical-infrastructure controllers answer the internet, and finding them is now automated. The fix is the same whoever is behind it.
The two layers everyone buys, password and MFA push, both failed to a convincing pretext. The layer that does not trust the human held. Contained, not prevented.
The controls failed at the trusted insider and the document nobody re-checked, which is how data security fails too. A control that depends on one honest person is a hope, not a control.
No phishing, no token theft. A crafted request skips the checkpoint and resets any account. Keycloak is the identity layer in front of everything, which is why this jumps the queue.