Typesafe AI launches Jev, a classification model claiming up to 400x cost cuts vs LLMs

hwchase17 · x · 2026-09-18

Sydney Runkle and Hunt Lovell of Typesafe AI have released Jev, a new kind of classification model that is extremely fast and cheap—claiming up to 200x/400x reductions versus comparable LLMs on classification tasks. The team explains how to integrate Jev into your evaluation harness.

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