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ModelsLatent SpaceRelayed·· 2026-09-16

TypeSafe releases Jev decision model, claiming over 100× the speed and 200× lower cost of small frontier LLMs

[AINews] Jev: a “System One Model” that only decides/classifies/routes/scores — >100x faster, >200x cheaper than small frontier LLMs

What happened

TypeSafe has released Jev, a non-autoregressive model trained with RLCD for decisions, classification, routing, and scoring. The company claims it is more than 100× faster and over 200× cheaper than small frontier LLMs, with no charge for output tokens.

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