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.
How Skilled Craftsmen's Fast Decisions Resemble Jev
The post suggests skilled craftsmen act swiftly because, like Jev, they extract key inputs from the situation and instantly pick the best option among many, showing no hesitation.
熟練の職人さんが手早いのはJevと同じことをやってるのかな。 目の前の状況から要所を入力にして、たくさんある選択肢からスジの良いものを瞬時に選定してる。だから迷いがないように見える、というか迷ってない。
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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.
