Proving a control works: evidence, not assertion

A control is only as good as its most recent proof.

By Faris Haddad · Published Oct 2026 on Builder Center

Why it matters

Sets out a C1-C4 evidence ladder, why monitors need adversarial red-teaming rather than a passing demo, and exposure time and time-to-halt measured in a drill rather than assumed.

What you'll get

An evidence standard for claiming a control works.

Who should read it

Platform & security architects, CISOs, AI risk & governance leaders

This page is a short guide. The full article is published on Builder Center.