securing

Executive Overview As artificial intelligence rapidly transitions from passive advisory tools to autonomous actors capable of modifying production environments, a glaring structural vulnerability has emerged within modern software ecosystems. While traditional cybersecurity frameworks focus heavily on identity management, authorization, runtime controls, and observability, they suffer from a fundamental blind spot: they cannot independently verify what…