A review of an AI generation tool that drives FreeCAD and Blender found the judge passed a NOT-MET verdict, a PASS: false, a reply cut off at max tokens, or a stray think tag, and geometry-failed CAD candidates ranked alongside clean ones; the model's self-grading was the weak link.