AI governance

Most organizations that have started tracking AI risk are using their existing risk register format with a few AI-specific line items added. That's a start — but the entries that matter most are the ones that don't map cleanly to traditional IT risk categories.

NVIDIA's reference pipeline for safe AI deployment is one of the clearest articulations of what the full lifecycle should look like. The problem is that almost no one follows it completely. The deployment half gets built. The evaluation half gets skipped.