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TypeSafe AI Releases Jev: A System One Model That Returns Typed, Calibrated Decisions Instead of Text

MarkTechPost Asif Razzaq Covered by 11 sources

TypeSafe AI released Jev, a transformer-based system that takes a state plus typed questions and returns typed decisions with probabilities rather than generated text. Jev is priced at $42 per 1 billion input tokens and is available via a hosted API in early access behind a waitlist. Developers can now build software decision workflows that branch on structured outputs and confidence values, instead of parsing free-form model text.

Why it matters

TypeSafe AI released Jev, a System One model that answers typed questions with probabilities instead of generating text. Input costs $0.042 per 1M tokens, and output tokens are free. We cover the API, the vendor benchmarks and their caveats, what developers are already building, and the documented limits. The post TypeSafe AI Releases Jev: A System One Model That Returns Typed, Calibrated Decisions Instead of Text appeared first on MarkTechPost.

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