Jev launches: a System One model for decisions
TypeSafe founder Diogo Almeida introduces Jev, its RLCD training method, and its focus on software decisions. The post includes a 2:56 launch video.
Open-source CLM challenges closed Jev: 4-13x faster, 75MB finetunable
Open-source CLM is a drop-in replacement for TypeSafe Jev, implementing the same Choice, Noul, and Score primitives. Existing Jev clients can point to clm-serve directly. It's 4-13x faster, only 75MB, and finetunable.
开源 CLM 叫板闭源 Jev：快 4-13 倍、75MB 可微调、刷榜 Terminal-Bench CLM 是一个开源权重的 TypeSafe Jev 替代品，实现完全相同的三个决策原语——Choice（候选概率分布）、Noul（校准的真假判断）、Score（量表打分），现有 Jev 客户端代码可直接指向 clm-serve 端点。 CLM 的优势：
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