The White House has launched the Gold Eagle Initiative, a new federal program utilizing AI. This initiative aims to centralize and expedite vulnerability patching for critical infrastructure and government systems. It will operate from Carnegie Mellon University's Software Engineering Institute. The goal is to fix security flaws before they can be exploited by malicious actors. Current bug reporting and patching systems are described as excessively slow. The author believes this initiative is a positive step towards faster response times. However, details on the precise technical implementation remain scarce. The initiative presents an impressive concept. A key question is whether an AI-coordinated process will effectively scale response times. Alternatively, it might lead to increased noise and triage fatigue for cybersecurity teams.