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Google unveils Gemini 4 Carbon with leading cyber benchmarks

Original title: Google's Gemini 4 Carbon Leads Benchmarks for Finding, Exploiting, and Patching Vulnerabilities

The Hacker News ()2 min read1
Part of a story covered by 11 sourcesGoogle limits Gemini 4 Carbon to Fairwind cyber defendersMerged summary & timeline
AI summary · x-ai/grok-4.7Summaries by Vani AI

Access is limited to some cyber defenders under Fairwind, and Google says it resisted every tested indirect prompt injection.

Google DeepMind released Gemini 4 Carbon, citing SEC-bench Pro at 88.2%, ExploitGym at 54.8% and CWE-bench at 71.0%, plus an Artificial Analysis score of 59. Google says Carbon is twice as likely as Argon to generate secure code and is in a limited defender rollout while US voluntary pre-release testing continues. The report also notes OpenAI's GPT-6.1 Terra and an Anthropic research model that found since-fixed flaws, including CVE-2026-33096.

Unconfirmed: Benchmark leads and prompt-injection resistance are Google's reported results, not independent confirmation.

Key facts
  • Carbon scored 59, ahead of Claude Opus 5.5 at 58 and GPT-6 Astra at 57.
  • Google says Carbon asks for human input instead of guessing on ambiguous tasks.
  • Anthropic said an unreleased model found a one-click remote code execution in Chrome.
  • It also reported a Safari chain, an Android lock-screen bypass and CVE-2026-33096.
  • Google, Apple and Microsoft have fixed the issues Anthropic described.
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Vulnerabilities mentioned

All
CVEVulnerabilityCVSSEPSSSignalsPublished
CVE-2026-33096
Out-of-bounds read in Windows HTTP.sys allows an unauthorized attacker to deny service over a network
7.51%

From the original article

2 min read at thehackernews.com

Google on Wednesday took the wraps off Gemini 4 Carbon, its latest frontier model with state-of-the-art cybersecurity and long-horizon capabilities. "It shows significant gains across coding and agentic tasks as well as across key capabilities critical for cybersecurity defense, landing a firm lead in SEC-bench Pro (88. 2%) for finding vulnerabilities, ExploitGym (54.

The Hacker News

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Read the full article at The Hacker News

A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.