Topic
Typesafe
2 episodes
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Jev is now available in LangSmith Evals
Jev, TypeSafe AI's System One model, is now available as a judge inside LangSmith Evals. Vince sees a real workflow unlock; Ava respects the architecture but keeps poking at the single-benchmark evidence and the data-retention footnote teams will miss.
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Introducing System One Models & Jev TypeSafe AI Blog
TypeSafe AI launches Jev, the first 'System One' model: no text generation, but blazingly fast, type-safe, parallel, probabilistic decisions for automation at the code layer. Jev claims 40–200x speedups versus LLMs like GPT-5.6 Terra, with zero type errors and per-decision calibration, aiming to finally unlock real-world automation where string output can't go. This episode dives into how Jev works, what it means to give up freeform text, and whether TypeSafe’s new architecture marks the start of a real post-LLM automation wave.