You Can't Govern What Nobody Owns
I recently argued on the JFrog blog that trusted AI requires more than model quality. It requires visibility, provenance, governance, and a real system of control around the things models consume, build, and ship. That is the foundation. This post is about what you build on top of it. Because visibility is necessary. Without it, you cannot govern anything. If you cannot see which models are running, where they came from, how they behave, and what they touch, you do not have a governance posture. You have hope dressed up as architecture. ...