AI's Illusion of Innovation: Mythos Never Actually Discovered That FreeBSD Vulnerability

This revelation exposes a critical flaw in AI-powered security tools—what appears to be groundbreaking vulnerability discovery may simply be the model retrieving and repackaging information from its training data. The incident raises urgent questions about whether AI systems can genuinely advance security research or merely recycle existing knowledge, fundamentally challenging the credibility of recent AI security claims. For enterprises evaluating AI-driven vulnerability detection, this serves as a stark reminder that vendor claims require independent validation before critical deployment.