Jev technical blog and early access
The end of Diogo’s launch thread links to the official technical blog and early-access entry point for further reading.
Jev Is Not an LLM: Returns Typed Answers and Probabilities, Wins Citation Benchmark
Jev is not an LLM; it returns a typed answer and a probability, not text. In 42 citation checks against GPT-5.4, Sonnet 5 and Gemini 3.1 Pro, Jev won the real published sentences 77.8% to 66.7% at 1/50th the cost. Includes GitHub benchmark repo.
Jev is not an LLM. It returns a typed answer and a probability, no text. 42 citation checks vs GPT-5.4, Sonnet 5 and Gemini 3.1 Pro. They won the easy half 100%. It won the real published sentences, 77.8% to 66.7%, at 1/50th the cost. https://github.com/TheWayWithin/jev-bench…
· 0 likesOpen on X
More like this
Getting started with Jev: waitlist and Agent Skill
A community guide walks developers through requesting access and installing the TypeSafe Agent Skill.
Reverse-engineered a Jev-like architecture with open-source training repo
The author says they reverse-engineered a Jev-like architecture from its type and shares a GitHub repo for training your own jevlikes. Link
