Structured outputs
Models that return a typed answer — a choice, a score, a schema — instead of prose
Latest stories See all →
- IndustrySep 21, 2026Sep 21, 2026Testing Jev on Database Change and Access Workflows
- What Is Jev? TypeSafe AI's System One Model, Explained for Developers
- TypeSafe Jev on LiteLLM
- Inside the JEV Ecosystem: 13 Answer Verifiers on One Test Set
- Just Two Days After Jev Went Viral, Two Open-Source Replicas Are Here: One 9B, One 0.5B
- 12 Jev Use Cases Tested: Where This Decision-Only AI Actually Fits
- Jev vs BERT and Zero-Shot NLI: What the Benchmarks Actually Show
- Can Jev Actually Make Good Decisions? I Tested It in 40 Pokémon Battles.
- Jev AI Tested: Voice Computer Control, Minecraft, and Robot Arms
- TypeSafe AI's Jev model is coming to BAML v1
- TypeSafe’s Jev: Can decision models replace LLM judges?
- ##[Testing out Jev: real-world developer experience](https://parallel.ai/blog/testing-jev)
- Reduce agent context with TypeSafe Jev and LiteLLM
- Jev is the fastest-adopted model in AI Gateway history
- ThursdAI - Sep 17 - TypeSafe's Jev is a ChatGPT moment for decisions, Pace the Frontier splits the labs & more
- engineeringUsing TypeSafe's Jev for evalsA specialized decision model for routing, classification, and eval verdicts — and how to score Langfuse traces with it.Sep 18, 2026·Annabell
- Jev Explained: Typesafe AI's Non-Autoregressive System-1 Model
- TypeSafe AI's Jev and "System One Models": What Actually Shipped
- Jev AI Pricing Explained: $42 Per Billion Tokens, Free Output
- Jev AI Tested: A Fast "System One" Model for Structured Decisions
- Jev AI Plays Minecraft, Subway Surfers, and Drives Cars: Demos Reviewed
- What TypeSafe’s Jev means for telemetry
- Jev: a boring classifier that unlocks a lot
- Jev Makes LLMs Look Slow and Expensive