You can’t play 20 questions with nature and win redux

An incomplete science begets imperfect models. Nevertheless, the target article advocates for jettisoning deep learning models with some competency in object recognition for toy models evaluated against a checklist of laboratory findings; an approach which evokes Alan Newell's 20 questions critique. We believe their approach risks incoherency and neglects the most basic test; can the model perform its intended task.