National Institute of Standards and Technology (NIST) just realeased a report reiterating what I have been saying for a long time. Testing AI systems in alpha and beta modes is not equivalent to real-world deployment challenges. You must monitor and measure for governance post-deployment which is challenging given the scale and complexity of adoption! We often see mission drift beacuse of values and commercial interests conflicting, or contract subclauses (especially militar