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Testing Jev's three primitives as a replacement for if and threshold logic

A hands-on test of Jev's noul, choice and score primitives argues it fits where hardcoded if and threshold logic is used today, and should become an infrastructure layer returning typed answers with probabilities.

Fini.Yang
@FiniYangArchived 2026.09.19Originally posted 2026.09.18
Testing Jev's three primitives as a replacement for if and threshold logic
Fini.Yang @FiniYangOriginally posted 2026.09.18
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测了一下 Jev,先说结论: 适合替换现在用 if 和阈值硬写的地方 官方描述三个 primitive (密码学原语): noul:给一句话,输出一个 0 到 1 的概率 choice:给最多 255 个候选,输出选中项 + 每项概率 + confidence score:给一组有序档位,输出标量 + 分布 没有自由文本,没有 tool call 70–500ms(像调用API一样快),输出 token 免费 我的判断是应该下沉成为一层基础设施 例如成为 “状态 + 一组问题 → 带概率的类型化答案” 的接口 参考 embedding 模型 案例为 Jev 通过 OpenPencil 输出一个介绍自己的 Deck 具体过程见评论 ⬇️ #ai #agent

This post quotes another post: x.com/finiyang/status/2100765279185932529

x.com/finiyang/status/2100867674901561697Archived 2026.09.19 10:16