Language models for text classification: From bag-of-words to Jev

magazine.sebastianraschka.com
September 29, 2026
38 min read
58/100
Summary
The recently released Jev AI model has been quite a cultural phenomenon in technical communities in the past 2 weeks. While Jev aims to classify things, it’s easy to dismiss Jev as “just a classifier,” and my own view of Jev has evolved quite a bit over the past few days. In particular, my thoughts went from “classifiers used to be my bread & butter; I can easily build this myself” (more on this l...
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