Jev, that's way too insane, right...

@KanaWorks_AI KANA｜東京AI映像 · Sep 20, 2026 · case #462446 · listed via Jev Hub

Still from the clip posted with this case; watch it in the original post on X.

Classified 300 NHTSA vehicle complaints into 6 categories with Jev across 8 parallel workers.

The original post

Jev, that's way too insane, right... I pulled 300 cases from the 73,999 vehicle complaint reports publicly released by the US NHTSA and made a 3D demo that automatically classifies them into 6 categories using TypeSafe's Jev. Actual results 👇 300 cases / 8 parallel → about

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under coding & developer tools, classification & data extraction, video, animation & media. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the coding & developer tools page.

🛠️ Coding & developer tools 🗂️ Classification & data extraction 🎬 Video, animation & media