{"type":"post","id":"microsoft-details-mdash-multi-model-ai-scanner-for-bb563a","slug":"microsoft-details-mdash-multi-model-ai-scanner-for-bb563a","title":"Microsoft details MDASH multi-model AI scanner for Windows vulnerability discovery","description":"Microsoft says it is using AI across Windows vulnerability discovery, remediation, validation, and deployment.","retrieval_nugget":"Microsoft says it is using AI across Windows vulnerability discovery, remediation, validation, and deployment. Its MDASH scanner combines multiple models and specialized agents, with engineers reviewing findings; the company says Windows’s October 2026 security update addressed more than 1,100 CVEs. The account illustrates how automated discovery depends on human review and patch deployment.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["agent-security"],"entities":["Microsoft","MDASH","Windows","Microsoft Security Response Center","Security Update Guide","Common Security Advisory Framework","Vulnerability Exploitability eXchange"],"related_patterns":["agent-security-moves-to-runtime-boundaries"],"novelty_label":"new_fact","what_changed":"Microsoft’s new update details broader AI-enabled vulnerability management across discovery, remediation, validation and deployment, extending its earlier MDASH model release.","prior_refs":["https://newruntime.com/posts/mai-cyber-1-1-flash-sharper-findings-and-01681c/"],"source_url":"https://blogs.windows.com/windowsexperience/2026/11/05/a-new-standard-for-vulnerability-management-in-the-ai-era","source_urls":["https://blogs.windows.com/windowsexperience/2026/11/05/a-new-standard-for-vulnerability-management-in-the-ai-era"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:microsoft-details-mdash-multi-model-ai-scanner-for-bb563a","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/microsoft-details-mdash-multi-model-ai-scanner-for-bb563a/","markdown":"https://newruntime.com/posts/microsoft-details-mdash-multi-model-ai-scanner-for-bb563a.md","json":"https://newruntime.com/posts/microsoft-details-mdash-multi-model-ai-scanner-for-bb563a.json"},"markdown_url":"https://newruntime.com/posts/microsoft-details-mdash-multi-model-ai-scanner-for-bb563a.md","next_reads":[{"type":"topic","path":"/topics/agent-security/","url":"https://newruntime.com/topics/agent-security/","title":"Agent Security","reason":"Explore the agent-security topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-security.md","json_url":"https://newruntime.com/topics/agent-security.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}