DeepMind releases Gemini 3.8 Flash Cyber to trusted defenders via Fairwind program

Gemini 3.8 Flash Cyber is an early‑access security model distributed to trusted partners under Fairwind with vendor‑published benchmark results for vulnerability discovery and patch suggestion.

In this brief: 2 sections 1 min read

- Model is limited to a group of trusted defenders via DeepMind’s Fairwind program.
- Intended to accelerate vulnerability discovery and produce validated code fixes across many languages.
- DeepMind warns human review, testing, and change control remain required before accepting patches.
- Reported 86.2% CyberGym Pass@1 for vulnerability discovery in DeepMind’s comparisons.
- Reported 47.2% Pass@1 on CWE‑Bench for patching; company positions result near top of cost‑performance curve.
- DeepMind noted resistance to prompt‑injection attacks in its Gray Swan evaluation.

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