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monitor
8,539 reasons to rethink how vulnerabilities get patched

The window for responding to newly disclosed security flaws is getting shorter. Exploit code can appear quickly, exploitability can be tested soon after disclosure, and …

OpenAI
OpenAI tightens defenses after AI agents breach research environment

Following the OpenAI-Hugging Face incident, in which an agentic collective autonomously penetrated OpenAI’s research infrastructure and another company’s production …

Keys
Three in four AI-generated vulnerability patches leave something broken

Ask a frontier model to patch a real vulnerability and it will hand you something that looks like a fix. It reads like the patch a maintainer would write. When there is a …

automation
Companies push AI, sysadmins keep it on a short leash

In 2024, sysadmins expected AI to automate patch management optimization, vulnerability prioritization, infrastructure monitoring, and incident response within two years. …

Ryan Dewhurst
200 new CVEs a day and no realistic way to patch them all

Ryan Dewhurst, CEO at KEVIntel, explains how his team confirms exploitation that CISA’s catalog has not listed yet. He describes a global honeypot sensor network, AI …

open source
Multi-patch vulnerability fixes can leave open source exposed

Vulnerability management runs on a shorthand. A CVE shows a linked patch, someone applies it, and the ticket moves to closed. That shorthand covers most open source fixes. A …

patch tuesday
AI-driven bug hunting fuels record Microsoft Patch Tuesday

Microsoft has released patches for 570+ vulnerabilities on July 2026 Patch Tuesday, including two that are being leveraged by attackers (CVE-2026-56155 and CVE-2026-56164), …

AI
AI used to help plan the break-in, now it’s doing the break-in

Over the past twelve months, researchers documented intrusions in which AI ran exploitation workflows autonomously, generating thousands of commands across dozens of sessions …

Microsoft Intune security update status
Microsoft is rewriting Windows patch guidance because of AI

Microsoft is recommending that organizations shorten Windows update deployment timelines, warning that advances in AI are reducing the time attackers need to identify and …

OpenAI
OpenAI wants AI to fix vulnerabilities, not just find them

OpenAI expanded Daybreak, its cybersecurity initiative that combines AI models, Codex Security, security researchers, maintainers, industry partners, and access controls to …

shield
AI vulnerability discovery is pushing 2026 CVEs toward 66,000

Vulnerability disclosures are piling up faster in 2026 than anyone expected at the start of the year. The running count for the first few months sits well above the original …

patch tuesday
Record Microsoft Patch Tuesday, fresh zero-day

Microsoft marked its largest-ever Patch Tuesday this month, by shipping fixes for nearly 200 vulnerabilities. Within hours, “Nightmare Eclipse”, the researcher …

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