AI

An illustration of a person at a desk looking at a translucent overlay showing a workflow diagram and an approval card for a $170 refund, with buttons to approve or reject it.

Human in the Loop, but Is Anyone Looking?

Human review is often treated as the fail-safe for AI agents. But when a reviewer can't understand what happened, or doesn't have the time to check, approval becomes a formality—and the controls that don't depend on catching the mistake start to matter more.

An illustration of four figures—a developer, an engineer, a reviewer with a checklist, and a lawyer—surrounding a laptop displaying a security shield and lock, connected by lines representing shared responsibility.

Who Is Responsible for Keeping AI Systems Safe?

When an AI system causes harm, responsibility rarely sits in one place. A look at the operational and security side of AI safety—who controls which safeguards, and who is in a position to reduce the risk.