{"type":"post","id":"mai-cyber-1-1-flash-sharper-findings-and-01681c","slug":"mai-cyber-1-1-flash-sharper-findings-and-01681c","title":"MAI Cyber 1.1 Flash: Sharper findings and fewer tokens inside MDASH","description":"Microsoft has introduced MAI Cyber 1.1 Flash, a cybersecurity model built into its MDASH multi-agent vulnerability identification and remediation harness.","retrieval_nugget":"Microsoft has introduced MAI Cyber 1.1 Flash, a cybersecurity model built into its MDASH multi-agent vulnerability identification and remediation harness. Microsoft says it delivers performance comparable to MAI Cyber 1 Flash while costing 18% less per scan in an internal MDASH evaluation. For builders, the relevant unit is the full security workflow, not the model in isolation.","published_at":"2026-10-28","updated_at":"2026-10-28","record_date":"2026-10-28","date_kind":"published_at","topics":["harness-engineering","agent-runtime"],"entities":["Microsoft","MAI Cyber 1.1 Flash","MAI Cyber 1 Flash","MDASH"],"related_patterns":["harness-architecture-outlives-model-choice","agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Microsoft’s MAI Cyber 1.1 Flash is newly available in its MDASH vulnerability-identification and remediation harness.","prior_refs":["memory:62c99326-9634-80c0-a871-7d87e8e34c13","memory:1bef4577-f7a9-8bcf-abe0-397703fde123"],"source_url":"https://microsoft.ai/news/mai-cyber-1-1-flash/","source_urls":["https://microsoft.ai/news/mai-cyber-1-1-flash/"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:mai-cyber-1-1-flash-sharper-findings-and-01681c","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/mai-cyber-1-1-flash-sharper-findings-and-01681c/","markdown":"https://newruntime.com/posts/mai-cyber-1-1-flash-sharper-findings-and-01681c.md","json":"https://newruntime.com/posts/mai-cyber-1-1-flash-sharper-findings-and-01681c.json"},"next_reads":[{"type":"topic","path":"/topics/harness-engineering/","url":"https://newruntime.com/topics/harness-engineering/","title":"Harness Engineering","reason":"Explore the harness-engineering topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/harness-engineering.md","json_url":"https://newruntime.com/topics/harness-engineering.json"},{"type":"topic","path":"/topics/agent-runtime/","url":"https://newruntime.com/topics/agent-runtime/","title":"Agent Runtime","reason":"Explore the agent-runtime topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-runtime.md","json_url":"https://newruntime.com/topics/agent-runtime.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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}