Articles
Consistent security model deployment with FPR calibration
4 min read
In our previous Dynamic AI Security blog and the underlying CAMLIS 2025 paper, we described a release platform built to move new protections into production without disrupting customer workflows. Such a platform is a requirement for security......
Agents Securing Agents: The Agents Powering Policy Studio
4 min read
At this year’s Cisco Live Las Vegas we introduced Policy Studio, an AI assistant in Cisco AI Defense that guides users through building custom policies for adaptive guardrails. The assistant interactively walks the user through the process..........
Cisco AI Defense Policy Studio: Turning Unwritten Policy into Adaptive AI Guardrails
5 min read
Cisco's Integrated AI Security and Safety Framework and our recent work on defining taxonomy constitutions focused on defining and detecting common risks shared among enterprises when deploying AI. However, while most enterprises share a lot of.....
Improving Labeling Consistency with Detailed Constitutional Definitions and AI-Driven Evaluation
5 min read
Enterprises need to know exactly what their systems detect, and that definition must stay consistent over time. Writing a definition precise enough to settle every hard case has long been impractical because human annotators cannot hold a document..