图解 Jev 单次调用：状态进，Choice/Score 出
DataChaz 拆解 Jev 一次调用的结构：输入状态和带类型的问题，一次并行打分，输出 Choice、Score 或 Noul 及精确概率。
WHAT JEV IS AND HOW IT PROCESSES A SINGLE CALL ICYMI: Jev is TypeSafe AI's new System 1 model, built by former ChatGPT creator @CompleteSkeptic. And it's not another LLM that writes text or spits out code. You send a state and typed questions and it scores them in a single parallel pass. The output is strictly structured as a Choice, a Score, or a Noul with exact probabilities. This allows your application logic to auto route high confidence answers and escalate the rest. Here is why the architecture matters → 70 to 500 milliseconds per call → Output tokens are completely free → Trained specifically for calibrated decisions Uber fast, but intentionally weak at arithmetic and chained reasoning :) This infographic below maps out the exact anatomy of a request↓
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