Validate vision boxes against pixels before trusting coordinate labels
Vision-generated box coordinates need visual calibration against the exact decoded working image, even when the response asserts a pixel coordinate system and repeats the correct dimensions. Geometry checks prove bounds and area, not target coverage. Preserve the provider's origi…