Jev 被比作「分类器民主化」：无需训练、实时、便宜
作者认为 Jev 不是新概念，而是把几十年历史的分类器变成人人可用的实时决策层，定制分类器仍会赢，但零售级已够用。
Unlike LLMs, Jev didn't invent a new concept. Classifiers have existed for decades, with exactly the same interface → ask a question, get a probability score. BUT, here's what the hype is all about: - it works for *any* problem, no training required - it's fast → you can do stuff in real-time - it's cheap You can see it as a democratization of classifiers. Before, only those with a huge amount of their own training data could own one. Now, you get your own at the speed of thought. This won't disrupt the existing classifier market. Custom-trained classifiers will always beat the one-size-fits-all solution. But this opens a whole new market for the rest of us where retail is more than good enough. It's the same thing that happened with digital photography, Canva, 3d printing, and vibe coding.
这条是引用着另一条写的：x.com/matijasosic/status/2100190746389135772