vulnerability-management

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#vulnerability-management

You can't bug fix your way out of the vulnpocalypse

Lobsters Hottest · 2026-07-16 Cached

Alex Gaynor argues that the AI-driven 'vulnpocalypse' makes traditional bug-by-bug fixing untenable and calls for systemic security fixes, such as rewriting components in memory-safe languages.

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#vulnerability-management

Evolving Windows vulnerability management to meet the speed of AI-powered discovery (9 minute read)

TLDR AI · 2026-07-10

Microsoft is integrating AI into Windows vulnerability management to enhance discovery speed and reduce fix times. The MDASH scanning system and cloud infrastructure help streamline security updates while maintaining quality.

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#vulnerability-management

OpenAI Launches Full-Scale Effort to Patch Open-Source Bugs as It Takes on Anthropic’s Mythos

Wired · 2026-06-22 Cached

OpenAI launches Patch the Planet, a full-scale effort with Trail of Bits and HackerOne to help open-source projects patch vulnerabilities using AI tools, alongside other cybersecurity announcements including an improved GPT-5.5-Cyber model and expanded government access.

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#vulnerability-management

@FinanceYF5: This system achieves automated defense through a four-step closed-loop process: 1. http://Wiz.io scans assets and sorts by risk 2. Gemini and other AIs deeply scan high-risk items to identify vulnerabilities 3. CodeMender validates vulnerabilities, automatically generates and accelerates patches 4. http://Wiz.io ...

X AI KOLs Timeline · 2026-05-29 Cached

Wiz introduces a closed-loop automated defense system using AI (Gemini) for deep scanning and CodeMender for automated patching, integrated with its cloud security platform used by over 50% of Fortune 100 companies.

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#vulnerability-management

the 90 day disclosure policy is dead

Lobsters Hottest · 2026-05-10 Cached

The article argues that the traditional 90-day responsible disclosure window is obsolete because LLMs enable rapid, simultaneous discovery of vulnerabilities, necessitating immediate patching of critical issues.

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Our latest investment in open source security for the AI era

Google AI Blog · 2026-03-17 Cached

Google announces a $12.5 million pledge as a founding member of the Linux Foundation's Alpha-Omega Project to advance open source security in the AI era, alongside Amazon, Anthropic, Microsoft/GitHub, and OpenAI. The funding will help maintainers address AI-driven threats and deploy advanced security tools like Big Sleep and CodeMender.

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