Self-improve is misleading. Feeding outputs like they do is still just optimization. Self Improvement would somehow imply it can gain unforeseen abilities, not a small improvement over the existing. Also it would imply that it can keep doing the same forever. This cannot, otherwise we would see AGI now and not a few percent increment