I like the framing of Jev between general-purpose LLMs and task-specific classifiers: the article describes it as faster and cheaper than the former, while more general than the latter. The walk from bag-of-words classifiers toward Jev helps put the hype in context, though the proposed account of Jev’s methodology is explicitly an educated guess.