Pre-deployment model cards don't hold up under live regulatory challenge. The shift happening in regulated enterprise AI is toward continuous runtime telemetry, governance-defined thresholds, and persistent audit traces that turn "describe what happened" into "prove what happened.
Source: [HackerNoon](https://hackernoon.com/why-runtime-enforcement-is-replacing-pre-deployment-approval-in-enterprise-ai?source=rss)