TypeSafe AI @typesafeai's Jev is fully open, and the

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Replaced GPT-4o with Jev to screen large volumes of leads, avoiding expensive compute for simple yes/no judgments.

The original post, translated

TypeSafe AI @typesafeai's Jev is fully open, and the Cognition team countered with an open-source Kev. The signal in the AI circle these two days is clear: we no longer need to consume expensive compute for a "yes or no" judgment. I have an automated process for handling massive Leads. Previously used GPT-4o to filter 700

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TypeSafe AI @typesafeai 的 Jev 全面开放,加上 Cognition 团队反手就是一个开源的 Kev,这两天 AI 圈的信号很明显:我们不再需要为一个“是或否”的判断去消耗昂贵的算力了。 我手里有一个处理海量 Leads 的自动化流程。以前用 GPT-4o 去筛选 700

The post above is a machine translation from zh; the untranslated text is in the fold-out.

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under sales, ads & marketing. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the sales, ads & marketing page.

Related Jev cases

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post