Control slowly becomes authority when nobody marks the boundary. That is the calibration problem I kept running into while building STEM BIO-AI. At first, STEM BIO-AI was centered on the score. It scanned a local bio or medical AI repository, inspected observable repository surfaces, and mapped the repository to a structured review tier. That was useful. But it was not enough. The harder problem was not producing a number. The harder problem was preventing every useful adjacent signal from...