open-jev-typed-decision-engine

by intikhab49 · Agent Tool · ★ 46

About open-jev-typed-decision-engine

Open Jev — a typed decision engine you can train for free A 150M encoder that answers arbitrary typed questions about a state in one forward pass, with calibrated confidence. 0.03 behind TypeSafe Jev on its own benchmark, 2.5× better calibrated, 4× faster, $0. Results · How it works · Quick start · What we learned · Limitations What this is TypeSafe AI's Jev (launched 2026-09-15) is a "System One" model: it never writes prose, it only decides, classifies, routes and scores. You hand it a state plus a set of typed questions and it answers all o

agent-observabilitycalibrationcolabdecision-modelexpected-calibration-errorhuggingfacejevllm-alternativellm-routingmodernbert

Quick Facts

Stars46
Forks3
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score64.8231785487377/100
Last Updated2026-10-06
Created2026-09-19
Platformspython
Est. Tokens~17k

Compatible Skills

These tools work well together with open-jev-typed-decision-engine for enhanced workflows:

  • open-alternative-jev — semantic(0.55)+complementary+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (86%)
  • Verdict-open-jev — semantic(0.58)+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (78%)
  • awesome-jev — semantic(0.49)+complementary+shared_fw(huggingface)+rare_topics+similar_pop (74%)
  • jev-benchmarks — semantic(0.28)+complementary+shared_fw(huggingface)+rare_topics+same_lang+similar_pop+shared_platform (72%)

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

Frequently Asked Questions

What is open-jev-typed-decision-engine?

open-jev-typed-decision-engine is Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. It is categorized as a Agent Tool with 46 GitHub stars.

What programming language is open-jev-typed-decision-engine written in?

open-jev-typed-decision-engine is primarily written in Python. It covers topics such as agent-observability, calibration, colab.

How do I install or use open-jev-typed-decision-engine?

You can find installation instructions and usage details in the open-jev-typed-decision-engine GitHub repository at github.com/intikhab49/open-jev-typed-decision-engine. The project has 46 stars and 3 forks, indicating an active community.

What license does open-jev-typed-decision-engine use?

open-jev-typed-decision-engine is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools