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Google’s Gemini 4 Carbon, Mistral’s open-weight Large 4

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  **Google’s Gemini 4 Carbon, Mistral’s  open- weight Large 4 (“Le  Chonk”), Cohere’s large  sovereign funding round ( with a Canadian  government stake), ### Model Releases - **Google announced Gemini 4 Carbon ** (Oct 28), ranking #1 on the Artificial Analysis Intelligence Index v5 at 59. It posts strong cybersecurity results (88.2% on SEC-bench Pro for vulnerability finding, 54.8% on ExploitGym, 71% on CWE-bench for patching) and gains on coding/agentic/long-horizon tasks. Introductory pricing is $2 per million input tokens / $10 per million output; initial access is limited to vetted cyber defenders via the Fairwind Program , with broader availability later. This matters because it reclaims the independent overall lead shortly after Gemini 4 Argon and prioritizes defensive cyber capabilities amid rising real-world AI-assisted security risks. - **Mistral released open weights for Mistral Large 4 (“Le Chonk”)** (Oct 29). It is a ~1-trillion-parameter natively...
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AI News Nov 2026: GPT-6 Cyber, Anthropic Speed, OpenAI $1.25T Funding

**1. Model Release: OpenAI ne GPT-6 Cyber launch kar diya**   OpenAI ne GPT-6 Cyber model limited Daybreak Red customers ke liye release kar diya. Is ne Firefox mein 81 high-severity nayi vulnerabilities dhoondhi hain aur Linux kernel ke 948 exploits banaye . Model ko “Critical” rating di gayi hai aur yeh pehle se zyada better alignment (scope ke andar rehne) dikhata hai.   **Yeh is liye important hai kyunki AI ab real-world software mein khud se serious security flaws dhoondh aur exploit kar sakta hai, jo cybersecurity defense ko tez karega lekin misuse ka risk bhi barha dega.** **2. Research: METR report – Anthropic ki AI development speed almost double**   Independent group METR ne report di ke Anthropic ke models October 2025 ke baad lagbhag 1.9x tezi se improve ho rahe hain (pehle ke period se). Zyada tar speed AI ke apne use se aa rahi hai ( recursive self-improvement ke signals).   **Yeh is liye important hai kyunki yeh clear evid...
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