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Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.

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TypeSafe AI

TypeSafe AI and Jev documentation · Intermediate to advanced

Official material for using Jev where software needs a bounded judgment, probability, or score rather than generated prose.

Topics

Jev, System One models, Typed decisions, Calibrated probabilities, Choice, Score, Noul, RLCD

Resources

Introducing System One Models & Jev

System One Model launch · TypeSafe AI · Intermediate to advanced

You want TypeSafe AI's September 15, 2026 launch explanation of Jev, a non-chat model that evaluates unstructured state and returns typed probabilistic decisions for software workflows. The article also explains the team's RLCD training approach, early-access status, published speed and cost results, and the limits of those comparisons.

jev, system one models, rlcd, structured decisions, calibrated probabilities