"We will discover a greater volume and diversity of vulnerabilities and address them earlier in the lifecycle before they create risk for customers."
MSRC currently processes thousands of vuln reports/year. AI-scale discovery means 10x+ volume. Triage, validation, and coordination all need to evolve.
Secure Future Initiative and Secure Development Lifecycle were built for human-pace review. When AI finds vulns 24/7, the feedback loop from discovery → fix → prevention compresses from weeks to hours.