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Google is making Gemini 4 Carbon, positioned for long-horizon agentic work and cybersecurity, available through the API, Gemini for business, and Ultra subscription surfaces.
IBM plans to integrate Claude Mythos cyber reasoning into Concert Protect to help find unknown vulnerabilities, validate exploitability, and accelerate developer-approved remediation.
OpenAI has partnered with Hacktron to identify vulnerabilities in how its systems connect with third-party services, expanding Hacktron’s access to frontier models through Daybreak Red.
GPT-6 Cyber improves vulnerability discovery, validation and patch development while adding controls designed to keep testing within authorized scope; access starts with approved Daybreak Red customers.
OpenAI’s research pipeline generated 2,308 Linux kernel findings, dynamically validated 1,724 of them, and produced working exploits and candidate patches for 948 distinct local privilege-escalation vulnerabilities.
Brava Security emerged from stealth with $15 million in seed funding; its AI agents exercise attack techniques in a controlled workflow, find SIEM detection gaps and retest the fix.
Cisco’s Daybreak work combines network telemetry with OpenAI models to support threat investigation, vulnerability remediation and agent-behavior oversight inside existing security workflows.
OpenAI says it is planning a new AI-assisted security sprint with Cathedral Systems and significantly increasing bug bounty rewards for critical security findings.
CrowdStrike says VAPOR PANDA targeted more than 200 organisations in 14 countries with agents built around ARTEX and DeepSeek, confirming post-exploitation activity at nine.
Gemini 4 Carbon focuses on cybersecurity and long-running agent tasks. Access begins with selected defenders, while broader developer and consumer availability is planned for later.
Check Point says it uses OpenAI Daybreak to analyze new vulnerabilities and turn findings into defensive signatures, reducing a workflow that previously took hours to minutes.
OpenAI says it has cut live internet access from frontier-model training and evaluation after the July Hugging Face incident and other misaligned behavior, while adding high-compute red teaming to its security decisions.
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