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jevPOST

Suhail's three takeaways after trying Jev

After testing Jev, he says it is more than a classifier and can hold complex state, but its accuracy does not yet beat frontier LLMs, and he predicts everyone will use this kind of model next year.

Suhail
@SuhailArchived 2026.09.30Originally posted 2026.09.29
Suhail @SuhailOriginally posted 2026.09.29
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Three thoughts after playing with Jev: - this is way more than a simplistic classifier: you can pack a lot of complex state and do more than you’d think - it’ll take a minute to think about your problems in a non-LLM shape - not quite beating frontier LLMs in correctness most of the time so can’t quite switch yet but it’ll clearly get there - this is definitely a new model type we will all use by next year; I wouldn’t ignore it

x.com/suhail/status/2104935527816524089Archived 2026.09.30 10:07