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Full Jev Tutorial for Beginners

7 min readOct 12, 2026

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Jev is an AI model created by Diogo Almeida who co-invented ChatGPT.

Jev is apparently 200x faster and 400x cheaper than regular AI models.

But what makes Jev interesting isn’t just its speed or cost. It’s how it approaches AI.

Jev is built for software, not humans.

This means Jev is designed to return decisions that an application can act on directly, rather than text responses written for a person to read.

A general-purpose LLM can understand language, extract information, reason about problems, generate content, and transform unstructured input into structured output.

But in most cases, your application might only need a specific decision.

Imagine a customer support system that needs to determine which team should handle a complaint.

With a conventional LLM, you might prompt it to return JSON containing the team name. Your application then parses the response and extracts the decision.

Jev approaches the task differently.

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AI Tools Digest
AI Tools Digest

Published in AI Tools Digest

Exploring the AI tools transforming how we work, create, and solve problems.