he Emergence of Cognitive Worms. When Exploitation Is Driven by Embedded AI

A new breed of AI-powered autonomous worms can now infiltrate networks, adapt attack strategies in real time, and exploit vulnerabilities—even those discovered after their training—by orchestrating local LLMs and agentic harnesses, marking a paradigm shift that renders traditional reactive defenses obsolete.