Jev versus text-generating models
Jev does not generate free-form text. A side-by-side video compares parallel decision-making with token-by-token text generation.
Jev explainer video: judging whether AI answers follow premises
The author released a Jev explainer video, noting that while generative AI grows smarter, safety and reliability lag behind; Jev judges whether AI answers follow given premises.
【Jev】の解説動画をYouTubeに公開しました 🎞 現在、生成AIはどんどん賢くなっていますが、安全性や信頼性は置いてけぼり。 このままだと、限られた業務にしか使えません。 Jevは、こんな状況を打破するために作られました。 生成AIの回答が、前提に沿っているかを判断してくれます。
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Pricing, evaluations, and the name Jev
The launch thread explains code-and-AI workflow evaluations, the input price announced at launch, and free output tokens.
Jev Model: Decision-Making Probability Generation, 200× Faster and 400× Cheaper Than LLMs
This model is built for decision-making rather than text generation, outputting probabilities for each option in parallel instead of token-by-token responses. The author shares a simplified comparison of normal LLMs versus this Jev model.
