risk management

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.

Organizations are treating AI security as something entirely new — a problem that requires new teams, new frameworks, and new thinking from scratch. It doesn't. The principles are the same. The attack surface is different.