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Jev by Typesafe AI Classifies Data in Under 500 Milliseconds

  • Jev is a System One AI model built for fast, structured decision-making.
  • Unlike large language models, Jev returns clear, machine-readable decisions for software and automated workflows.
  • Jev supports Yes/No, Choice, and Score questions and can process multiple questions in parallel.
  • Jev is designed for classification, routing, scoring, verification, moderation, lead qualification, content evaluation, and AI guardrails.
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Jev Brings Fast, Structured Decision-Making to AI Workflows

Founded by a former OpenAI researcher, TypeSafe AI has unveiled Jev, the first representative of a new category of AI models that do not generate text, but structured decisions with probabilities.

Read the original note in the following link: Jev, the new TypeSafe AI that delivers decisions and probabilities instead of generating text TypeSafe AI introduced Jev, an AI model designed to classify information and make structured decisions within applications, instead of generating complete answers in natural language. The tool started its early access stage and is oriented to tasks such as sorting, routing, punctuation, extraction and modera…

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towardsai.com broke the news on Tuesday, September 22, 2026.
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