Map GenAI Failure Modes Using NIST AI 600-1

The incident synopsis looks solid. It has crisp headings, confident language, a few citations, and a recommended priority label. That polish is the trap, because a fluent draft can fail in predictable ways while still reading like an experienced analyst wrote it. The common mistake is to treat the output as a single unknown risk called AI, then argue about whether the tool is trustworthy. The more useful move is to treat the synopsis as a work product with failure modes a reviewer can name and check.

The same synopsis can be wrong in ways that land in different places. A single invented hostname might be harmless alone, but it becomes sensitive beside a real ticket number and a location. A plausible citation can be the most dangerous part of the draft, because it invites reliance without verification. Once the draft is ...