JevNext
Project / 项目 · In the catalogue / 在目录中查看
What Jev decides here · Jev 在这里做什么决定
choice: read in the code by a model, not yet by a person 由模型在代码里读到，尚无人复核
a model read the call site; no person yet 模型读过调用点，尚无人复核 · · Cited file / 引用的文件: src/jev_numeric/client.py
Summary · 摘要
Gets numbers out of Jev with ordinary Choice calls: each call picks a sub-interval or the next decimal digit, walking a multiway tree down to a finite-precision value, with no training or logits. Demonstrated on arithmetic, token billing and continuous game control such as CarRacing and LunarLander.written by a model
只用普通的 Choice 调用从 Jev 得到数值：每次调用选出一个子区间或下一位小数，沿多叉树一路走到有限精度的数值，无需训练，也不需要 logits。在算术、token 计费以及 CarRacing、LunarLander 等连续游戏控制上做了演示。模型撰写机翻
Notes · 备注
Licensed under PolyForm Noncommercial 1.0.0: noncommercial use only. Its figures (83.40% within 5% relative error against 80.47% for direct choice on 256 expressions) are the authors', with an arXiv paper. The CDF mode is experimental. Row drafted from the discovery queue (issue #14) by an AI assistant that read the README and the cited file on 2026-11-04; a maintainer has not yet read the call site.
采用 PolyForm Noncommercial 1.0.0 许可证：仅限非商业用途。其数据（256 道算式中 83.40% 的相对误差在 5% 以内，直接选择为 80.47%）由作者自报，附有 arXiv 论文。CDF 模式仍属实验性质。本条目由 AI 助手根据发现队列（issue #14）起草，于 2026-11-04 阅读了 README 和所引文件；维护者尚未亲自阅读调用点。
Launches · 发布记录
Not launched yet. 还没有发布过。 Launch it / 发布它 ↗ · How a product launches / 怎样发布一个产品
Makers · Maker
Made this? Confirm or correct its entry / 这是你做的？确认或更正条目 ↗
The same form takes the product's one line and a demo link, in its maker's own words. 同一个表单也可以补上产品的一句话和演示链接，用 Maker 自己的话。
Badge for its README · README 徽章
[](https://kydlikebtc.github.io/awesome-jev/products/jevnext.html)One line for the product's README, linked to this page. The picture says that it is listed; while it is on the launch board, that it is launching; after a week in the top three, its place. It is rebuilt with the site, so the line never needs changing. 放进产品 README 的一行，链接到本页。图片显示已收录；在发布榜上时显示正在发布；进过某周前三后显示名次。它随网站一起重建，这一行不用再改。
Also under this pattern · 同一模式的其他产品
jev4pg
Natural-language SQL and 41 semantic operators for PostgreSQL. Filtering, extraction, ranking, matching and verification go to Jev in bounded batches with validated answers; a choice option needs 0.55 and a noul 0.8 to count. The authors report 98% accuracy against 92% for pg-jev's request path.
jev-design
Experiment in having Jev design a dashboard: from a one-sentence brief like "an 18th century printed book", two staged requests of choice, score and yes/no questions pick every visual token (colour, type, radius, icons) from a catalog a person wrote, and an engine applies them to a Next.js console.
smart-paste
Fills form fields from pasted text: the form's heading, labels and your text go to TypeSafe, and it inserts the values it matches for you to review before submitting.
jeveryword
Text extraction with Jev: field extraction, PII detection and exact quotes, built on TypeSafe's Jev.
jev-macos-loop
Computer-use agent for native macOS apps on Apple silicon: OmniParser CoreML, Apple Vision OCR and accessibility labels find a window's controls locally, and Jev picks the next action with a choice from the observed text, never pixels. Input is guarded, and benchmarks check results, not Jev's DONE.