scoring over generation
Using classification to filter candidates instead of asking a model to generate outputs. Every Jev Daily story on scoring over generation, newest first. 3 stories since September 2026.
- Berman's creator vetting prompt sorts on buying intent
One prompt, five scores, forced evidence quotes and a MISSING token instead of a guessed number.
- Allie the Icon's line-by-line search pattern for Jev
One document in state, one question per line, and the output type decides whether you get a passage or a ranking.
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- tamara and Zachi score rows with Jev instead of prompting
Two builders replaced a generative step with per-item scoring, and Theo says the compaction version will make coding agents dumber.
People on scoring over generation
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Jev, read daily so you do not have to. The builds, the benchmarks, the criteria that worked and the cases where it lost, from the people shipping on TypeSafe AI's System One model.