The article highlights the critical need for foundational security architecture before deploying AI at scale, emphasizing that AI amplifies risks associated with exposed attack surfaces and lateral movement. It advocates for Zero Trust principles to make AI models invisible to the internet and restrict unauthorized access paths, preventing minor compromises from becoming systemic breaches.