Building a Codebase Classifier with Jev
A developer shares building a codebase classifier with Jev, suggesting it may solve overengineered code from agents, and asks what to test next.
Jev: An AI Model That Returns Only Judgments and Probabilities, Plus Three Evaluation Points
Introduces Jev, a new type of AI model that writes no text and returns only judgments and probabilities, summarizing three evaluation points: fast, cheap, and easy to connect to programs.
「Jev」文章を一切書かずに「判断」と確率だけを返す新しいタイプのAIモデル、そのユースケースと3つの評価ポイント。 1.早い 2.安い 3.プログラムに繋ぎやすい Jevは既存フロンティアモデルのようにベンチマーク評価を目指すのではなく、急速に真に実用的なAIモデルとしての存在感を増しています。
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Jev Enables LLM-as-a-Judge at 20–200x Speed and 40–400x Lower Cost
Jev was used to pick which model is AGI, offering 20–200x speed and 40–400x lower cost, making LLM-as-a-judge extremely fast and nearly free.
Testing apps with TypeSafe Jev & OpenCode
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