Google Gemini 4 Carbon tops SEC-bench Pro, first to vetted defenders via Fairwind

Google's Gemini 4 Carbon scored 88.2% on SEC-bench Pro, claiming leadership in vulnerability discovery, exploitation, and remediation. The model is initially restricted to vetted cyber defenders through the Fairwind Program, signaling a controlled rollout to mitigate dual-use risks. This marks a notable advance in AI-driven offensive and defensive cyber capabilities, with implications for both security operations and potential misuse.

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