The intelligence feedUpdated as material events develop
Analysis / Research / Guidance

The Briefing

Independent reporting on AI security, exploited vulnerabilities, and enterprise cyber risk. Built to help defenders understand what changed and what deserves action.

Latest intelligence

Current coverage

Browse the full archive
Microsoft MDASH multi-model AI security system scanning Windows code for vulnerabilities with orchestrated agent pipeline

Microsoft MDASH AI Finds 16 Windows Vulnerabilities: The Future of Automated Security Is Here

Microsoft unveiled MDASH, a multi-model agentic AI system that discovered 16 Windows vulnerabilities including four critical RCE flaws. With 100+ specialized AI agents working in concert, MDASH achieved an industry-leading 88.45% on the CyberGym benchmark. Here is what this means for the future of defensive AI and why enterprise security teams need to pay attention now.

Read intelligence ↗
OpenAI Daybreak cybersecurity platform visualization showing AI-powered vulnerability detection and defensive security operations

OpenAI Daybreak: The AI Cybersecurity Platform That Wants to Outsmart Hackers at Their Own Game

OpenAI just launched Daybreak, a GPT-5.5-powered cybersecurity initiative designed to find vulnerabilities and validate patches before attackers exploit them. With Codex Security at its core and three-tier model access, Daybreak represents OpenAI's most aggressive move into defensive AI. Here is what it means for enterprise security teams and why the timing could not be more critical.

Read intelligence ↗
AI-generated zero-day exploit visualization showing artificial intelligence weaponizing vulnerabilities for cyberattacks

Google Confirms First AI-Generated Zero-Day Exploit: The Line Between Defense and Offense Just Vanished

Google Threat Intelligence Group has confirmed the first known AI-generated zero-day exploit in the wild. A prominent cybercrime group used an AI model to discover and weaponize a vulnerability that bypassed two-factor authentication on a popular open-source web administration tool. Here is what this watershed moment means for enterprise security and why your defense strategy needs to change immediately.

Read intelligence ↗
AI-discovered Linux kernel vulnerability visualization showing code analysis and security flaw detection

Copy Fail CVE-2026-31431: The AI-Discovered Linux Kernel Flaw That Grants Root with 732 Bytes of Python

An AI-powered security scanner found a nine-year-old Linux kernel vulnerability in under an hour. Copy Fail (CVE-2026-31431) lets any unprivileged user gain root on virtually every Linux distribution since 2017 using a 732-byte Python script. Discover how AI is rewriting vulnerability discovery and why your containers may not be as isolated as you think.

Read intelligence ↗

Showing 154-162 of 262 articles