Benchmarks & research

jev-chat

@adhyaay-karnwal3PythonMITupdated 2026-09-17runnable

A chatbot from typed Jev decisions: hierarchical speculative decoding over System One probabilities.

adhyaay-karnwal/jev-chat

Where it calls Jev

from typesafe_sdk import AsyncTypeSafeClient, RetryPolicy

src/jevchat/client.py:7

The link points at the commit we read, so the line number still holds.

What it asks Jev

These question sets are lifted from this project's source exactly as written.

from src/jevchat/state.py:92

  1. donetrue/false

    question

Run it on your own text

The code
import { experimental_evaluate as evaluate } from 'ai';

const { answers } = await evaluate({
  model: 'typesafe-ai/jev',
  state,
  questions: {
    done: { type: 'boolean', instructions: 'question' },
  },
});

Other projects in this category