The ubiquity of pretrained BERT + ResNet models in commercial software applications (and the measurable lift they deliver) is proof that they've been "good enough" for years. Sometimes these articles can come off a bit naive to the impact that the technology has already had or how widely it is used beyond the specific application that is most observable / accessible to the author.