Introduction: The Unscalable Threat and the Need for Augmentation

The digital battlefield has fundamentally and irrevocably changed. For years, cybersecurity professionals operated under a paradigm of asymmetrical warfare, where a small team of skilled defenders could hold the line against a larger, but often less sophisticated, pool of attackers. The advent of generative AI-powered attack tools, exemplified by platforms like WormGPT and FraudGPT, has shattered this paradigm. We have entered an era of AI-scaled attacks, where adversaries can generate polymorphic malware, craft hyper-realistic phishing campaigns, and discover zero-day vulnerabilities at a speed and scale that defies human comprehension. This is the unscalable threat, a deluge of sophisticated, automated attacks that traditional Security Operations Centers (SOCs) are ill-equipped to handle.