Record paged AOI1024 runtime evidence

scripts/README.md

@@ -396,12 +396,15 @@ Current Tower audit status:
 - `yolo-building-tile-uniquehardneg160`: clean expanded-background baseline;
   576 tiles, 346 positive, 230 negative, 11,757 labels, 0 invalid labels and
   0 repeated background negatives in the first Tower audit.
-- `yolo-building-aoi1024-visible025`: larger AOI candidate baseline; 144
-  tiles, 117 positive tiles, 27 negative tiles, 15,079 labels and
+- `yolo-building-aoi1024-visible025`: larger AOI candidate baseline regenerated
+  after paged GRB references; 144 tiles, 117 positive tiles, 27 negative tiles,
+  29,170 labels, 0 missing label files, 0 invalid labels and
   `min_label_visible_ratio=0.25`. Its audit remains `needs_attention` because
-  the median normalized box area is still small. The trained
-  `geointel-building-yolov8s-aoi1024visible025e50-pt` asset is inactive until
-  persisted QA/QC and hard-negative promotion gates pass.
+  the median normalized box area is still small (`0.000762939453125`) and the
+  small-box share is high (`0.34744600617072335`). The previously trained
+  `geointel-building-yolov8s-aoi1024visible025e50-pt` asset is inactive; do not
+  retrain or activate from this dataset without addressing label quality or
+  explicitly accepting the small-box warning.
 
 After rebuilding the all-in-one image, the operator scripts are available inside
 the container at `/app/scripts/...`. Before rebuilding, use the host checkout or