Run the Worksheet When Something Changes
Understand how to manage AI risk by running the NIST AI RMF worksheet whenever there are changes in AI output, models, or error patterns. Learn to verify evidence, update documentation, and escalate decisions appropriately to maintain safe, accountable AI use in Department of Defense workflows.
An AI-drafted operational summary can read clean and confident while still being unsafe to rely on. The mistake is treating that fluency as evidence that yesterday’s conditions still hold today. Most teams do the same thing under pressure. They keep the workflow moving and assume the “go” decision is sticky. What actually decides safe use is whether the output still fits the documented posture in secure_genai_decision_packet/ai_rmf_worksheet.md, including who owns the decision, what the use is bounded to, what evidence was required, and what stops reliance.
A model update notice lands in an inbox and gets filed as background noise. At the same time, analysts start seeing a new kind of summary error, like mixing two incidents into one narrative or adding crisp-sounding details ...