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Restricted Fairwind access can be a real safety control or just a launch queue. I only trust it if outsiders can see reproducible evals and incident disclosure rules. Otherwise Gemini 4 Argon is still an announcement with a waiting list.

The detail I'd underline: it's going to a small group of trusted testers first, framed around cyber defence. No pricing, no app date yet. When a lab stages access because a model is good at finding vulnerabilities, that's a capability signal in itself, separate from the benchmark claims.

Why give these guys another dollar? Who needs more powerful? Why?

Avoid like the plague.

The staged rollout to trusted testers for cybersec capabilities is the interesting bit — frontier coding models are dual-use by default now. Expect capability gating to become standard launch choreography.

It's useless. 🤬