Jev
An AI model used for classification and information extraction tasks. Every AI Founder Weekly story on Jev, newest first. 6 stories since September 2026.
- Josh Pigford lists where Jev runs inside two live apps
The pattern is cheap verification calls wrapped around expensive models, not a model swap.
- Jev is Vercel's fastest adopted model ever
Vercel put a number on the rush, and Guillermo Rauch thinks it says more about pricing than about the model.
- Theo tears down Jev instant compaction in six points
A cheap-model trick for shrinking agent context runs into how caching and reasoning traces actually work.
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- Lemkin says use the cheap model additively, never as a filter
The cheap model sweeps work nobody was running, and the expensive model still makes the call.
- Lemkin says Jev judged 600 candidates for $0.064 and still failed
Roughly 90x cheaper on identical inputs, and still not usable for SaaStr Connect.
- Pigford ran 10,000 HN comments through Jev, 43% corrected
A new model spent a day on founder timelines, and the interest is about classification, not chat.
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