Last week coined the term “Black October“ after an onslaught of critical vulnerability disclosures, including PHP2Shell and GitLab, signified the moment when the cyber risks of AI models started to materialize.
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Google's Gemini 4 Carbon, a new frontier model, has topped leaderboards in cybersecurity and long-horizon tasks, with benchmarks including 88.2% on SEC-bench Pro for vulnerability finding and 71.0% on CWE-bench for patching, with access initially limited to trusted cyber defenders. AI summary