Google Locks Its Sharpest Bug-Hunting Model Behind An Approval Form
Gemini 3.8 Flash ships openly at $0.75 per million tokens; the Cyber variant reaches only vetted defenders via Google's Fairwind Program.
- Fairwind Program access requires an application, and Google alone judges who counts as a trusted defender.
- Chrome's security team says 3.8 Flash Cyber writes 2.6 times more correct patches than rival models.
- Google's cloud vulnerability unit found a critical flaw in under two hours, normally a months-long hunt.
Why it matters: The code that patches flaws could also exploit them, so whoever grants access decides who stays exposed.