
The sudden emergence of self-directed digital adversaries has fundamentally shifted the cybersecurity landscape from a game of human reaction times to one of machine-speed decision-making. Unlike traditional malware that follows a rigid script, these agentic autonomous attacks utilize advanced large language models and reinforcement learning to assess environments in real-time, effectively mimicking the ingenuity of a human hacker without the










