TypeSafe, founded by a ChatGPT co-inventor, has left stealth and is launching its Jev model to automate programmatic decisions with parallel sampling architecture.

Software systems requiring automated deterministic logic can now bypass conversational language models following TypeSafe AI’s release of Jev, a specialised System One Model designed to execute structured probabilistic decisions directly inside production codebases.

Developed during two years in stealth by OpenAI veteran and ChatGPT co-inventor Diogo Almeida, the model abandons text and string generation entirely.

Instead of autoregressively generating sequential text tokens, the…

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