aiqbench analysis

The article addresses the critical shift in cybersecurity strategy necessitated by agentic AI, specifically focusing on embedding security controls directly within databases to enforce access policies independent of agent instructions. This approach responds to new threat vectors where AI-driven attacks can bypass traditional perimeter defenses, making data-centric security essential for resilience against machine-scale breaches. The discussion highlights a necessary evolution from the cloud-era shared responsibility model to one where vendors and users share accountability for securing the underlying data assets.