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Mini-Vibe Check: Jev judged everything I have written in 0.7 seconds

Mike Taylor gives Jev his writing to judge and considers what the same approach could do for agent reviews.

Source screenshot of Mini-Vibe Check: Jev judged everything I have written in 0.7 seconds
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What it does

He reports a turnaround of 0.7 seconds.

How you can use it

You can quickly check articles for common editorial issues before publishing. First, gather a few sample drafts and write clear yes-or-no questions. For example, ask whether an argument skips a step or twists its original source.

A developer can write software that sends your text and questions to Jev all at once. Because the model returns estimated probabilities rather than absolute proof, use these rapid scores as warning flags for human reviewers instead of final judgments.

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