Cyber Defense Needs an Open Commons: No Single Provider Sees Every Vulnerability

QuixiAI · x · 2026-09-03

Sharing an article, "Cyber Defense Needs a Commons Beneath the Coalition": no company, government, or model provider will see every vulnerability, so durable cyber defense must be distributed. The institutions mobilizing against AI-enabled cyber threats need an open, durable layer for defensive knowledge to spread across the software ecosystem. The author is building ClearWing as one open contribution to that commons, citing Greg Brockman's remarks.

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