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30 OCT 2026 · Nathan Lambert

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.

29 OCT 2026 · Swyx

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

29 OCT 2026 · Vercel

Mistral Large 4 from Mistral now uses updated weights on AI Gateway , with lower pricing for input, cached input, and output tokens. According to Mistral’s release announcement , the updated weights improve agentic coding and defensive cybe…

27 OCT 2026 · OpenAI

With OpenAI Daybreak, Check Point speeds up the research behind new security protections, enabling its analysts to turn vulnerability intelligence into customer defenses faster.