AI finds vulns at human-expert level but runs 24/7. Thousands of reports/year becomes tens of thousands. Our triage, validation, and coordination processes were designed for human-pace discovery. What breaks first?
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What does SFI look like when discovery → fix compresses to hours?
Secure Future Initiative and SDL assume weeks between finding a vuln and shipping a fix. When AI collapses that cycle, every team needs an agent-speed response path. Do we have one?
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Our agent runtime IS the attack surface being probed.
Glasswing scans "every major OS and browser." That includes Windows. MXC, Tessera, AIE, ODR are all new attack surface. How are we hardening our agent stack against AI-powered vulnerability discovery?
Glasswing isn't just Anthropic's project. We're a founding member. The question is: are we also preparing for the world it creates?