Gemini 4 Carbon: detecting, validating, and fixing vulnerabilities

Gemini 4 Carbon is Google’s new model for detecting vulnerabilities, checking whether they can be exploited, and generating software patches. What do the tests say, and who will get access first?

We review its results on SEC-bench Pro, ExploitGym, and CWE-bench, Google’s claims about extended engineering tasks, and its safety measures. Initial access will be limited to a small group of cyber defenders; no date has yet been announced for general rollout.

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🤖 AI-generated content: the script, voices, and images in this episode were produced using artificial intelligence tools.

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