Introducing MAI-Cyber-1-Flash inside MDASH

Microsoft announced MAI-Cyber-1-Flash, its first cyber-specialized in-house model, integrated into MDASH (multi-agent vulnerability identification and remediation harness). Claims ~50% cost vs prior MDASH stack by handling ~90% of tasks and escalating hard cases to larger models (e.g. GPT-5.4). Also launching Perception agentic security systems for continuous monitor/patch workflows; Perception to expand MAI-Cyber use beyond software vulnerability work.