The Gold Eagle initiative creates a clearinghouse to patch software flaws identified by advanced AI models. It connects federal agencies, critical infrastructure operators, and AI developers to accelerate vulnerability remediation. This framework formalizes how the government handles AI-discovered bugs. Practitioners should expect stricter reporting requirements for AI-driven security discoveries.