A cheap vision model decides if a circuit board can ship. Mubit's Banyan Sapling checks that decision — against the model's own notes, and against policy — and blocks the bad ones. Verdicts are live from the model (your browser calls it directly); cached real verdicts load instantly.
Evidence is the vision model's own crop-by-crop notes — no dataset labels. On
00041003 the model wrote "visible short circuit", then the board was up for shipping.