Autonomous AI agents execute hyper-personalized phishing and polymorphic malware attacks at unprecedented speed and scale. This acceleration creates a critical "Attack Tempo Gap" that traditional human-centric defenses cannot bridge, posing an existential threat to critical infrastructure. Organizations must deploy AI-driven countermeasures, including Zero Trust and Generative Adversarial Networks (GANs), to match machine-speed offense with machine-speed response.