The rapid advancement of AI in discovering software vulnerabilities is straining existing cybersecurity standards and frameworks, which were designed for human-led discovery and a slower pace of threat evolution. This acceleration necessitates a re-evaluation of how vulnerabilities are managed, from discovery and verification to disclosure and prioritization.