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New AI classifier tool 'Jev' sorts data in milliseconds

A demo shows the tool scoring 1,700 emails for 18 cents, with potential uses in business automation.

Summarized from Greg Isenberg, . 35-second read.

This story is from September 18, 2026. For the latest, see today's news.

A video interview introduces Jev, a new AI tool designed for fast classification tasks. Users provide an input along with a set of possible outcomes, and Jev returns probability scores for each option in about 200 milliseconds.

In a demonstration, developer Ryan Vogel used Jev to sort 1,700 emails by category and priority for a total cost of 18 cents. Other potential uses discussed include scoring sales leads, routing customer support tickets, clipping long videos automatically, and controlling web browsers to complete simple tasks like picking a flight.

The conversation suggests Jev works best as a supporting tool for repetitive decisions, while more complex reasoning tasks should still rely on larger AI models. Access is currently available through a cloud gateway service, with a waitlist for direct access.

Read the full story at Greg Isenberg

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