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Microsoft shipped two cybersecurity AI systems on the same day.
> MAI-Cyber-1-Flash: a model trained specifically on security work. The 'Flash' tier means fast and cheap enough to run at scale.
> Perception: an agentic system that finds the vulnerability and writes the patch.
The pitch is autonomous defense. An agent that scans, reasons about the exploit, and ships the fix before the on-call engineer wakes up.