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jev-readout

Arohtea/jev-readout · Homepage

Structured, probability-bearing judgments from Jev, with raw HTTP transparency.

What it is

A local web tool for developers evaluating TypeSafe AI's Jev model: paste a state, define typed questions, and see each answer with its full probability distribution plus the raw request/response bytes.

How it uses Jev

The Express backend calls the TypeSafe HTTP API directly with a state and a questions object. Jev returns per-question answers with probability distributions; the UI renders noul as a 0→1 probability with a 0.5 midpoint line, choice as selected option plus per-option probabilities, and score as a probability-weighted mean with tier distribution.

Primitives:choicescorenoul

Technique worth stealing

Skip the official SDK and call the HTTP API raw, so the UI shows exactly the bytes sent and received.

Try it

Node.js 20+; npm install, write TYPESAFE_API_KEY and PORT to .env.local, npm start, open localhost:5180.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.96
  • Shows a System One patternyes0.85
  • Handles uncertaintyno0.05
  • Measuredno0.05
  • Runnableyes0.97
  • Worth recommendingunclear0.60
  • Model replicano0.03
  • Problem scopescore on a 0–2 scale1.00
  • About Jevyes0.98

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.