Precise Isn't Meaningful
I made my regulatory AI score reproducible, then made it report its own uncertainty, and it still wasn't a real measurement. A score of 0.5523 looks precise. It was four decimals of false precision over a five-band rubric, blended across regulators who were measuring different things. This is how I made the number mean what it says.