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Jev team member rejects the "universal classifier" label

A Jev team member explains that Jev is not a universal classifier but a strong model built on high-quality data, with tradeoffs made for the specific domains and behaviors it targets.

Viv
@Vtrivedy10Archived 2026.09.20Originally posted 2026.09.19
Viv @Vtrivedy10Originally posted 2026.09.19
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guys Jev is not a “universal classifier” 😭 what even is that it’s - a very strong model - where a great team made tradeoffs it can classify well - by creating very high quality data - that aligned with the domains/behaviors they wanted the model to be good at - in a refreshing form factor for intelligence ask the model to play chess, it’s all tradeoffs you don’t need a general purpose classifier to have an incredibly useful model

x.com/vtrivedy10/status/2101165462046351722Archived 2026.09.20 10:12