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SOURCE: X
Gregor Zunic@gregpr07Browser Use + Jev
Gregor Zunic's flight-search demo with a dynamic DOM action space.
Explore this project Source linked · creator-reported demoView on X
A FIELD GUIDE TO JEV / VOL. 01
SMALL
DECISIONS.
BIG
POSSIBILITIES.
The best of Jev. Real projects, practical guides and ideas from across the internet.
1,195resources16languagesFind something
worth building.
worth building.
IN THE SPOTLIGHT SOURCE: X
Gregor Zunic@gregpr07 Explore this project
Source linked · creator-reported demo01 / A small decision engine. A whole new way to build.
SponsorYour language. Your billboard. Meet your next users.From $10
t0t0X
Riley BrownX
ZachiX
Sponsor114 resources / The collection
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AI-assisted summaries and translations. Check original sources for context and performance claims.
adhyaay-karnwalGitHub
jev-chat
A chatbot from typed Jev decisions: hierarchical speculative decoding over System One probabilities.
Research & data
English
Research & dataEnglisht0t0XWatching 25 customer groups on WhatsApp
Jev monitors 25 WhatsApp customer groups in real time, alerting an LLM only when urgent issues arise.
Research & data
Español
EspañolSamuelSaccoGitHub
jev-exploration
Jev (TypeSafe) exploratory thread: claim audit, live demos, and runnable code.
Research & dataEnglish
EnglishkeskuGitHub
jev-freeform
An observable raw-character chat experiment powered entirely by TypeSafe Jev Choice.
Research & dataEnglish
EnglishAbhishek RaiGitHub
open-spark-jev
A research project on GitHub uses Jev with Qwen3 models on an NVIDIA DGX Spark system.
Research & dataEnglish
EnglishAbdelStarkGitHub
jev-benchmarks
Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks.
Research & dataEnglish
EnglisholanotoluGitHub
jevbetter
A stronger one-pass scorer over a variable list of text options: hashed n-gram encoder, rival-aware attention, gated head, temperature scaling, benchmarked against jevlike.
Research & dataEnglish
EnglishmyokoymGitHub
misereru-slide-jev
Ongoing Japanese research deck on Jev and System One models, maintained as Markdown slides.
Research & dataEnglish
EnglishJacobLinCoolGitHub
jev-paper-judge
Feedback on your paper in seconds.
Research & dataEnglish
EnglishwfzyxGitHub
von
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
Research & dataEnglish
EnglishshibadogcapGitHub
kyotsu-ai-bench
AI benchmark on Japan's 2026 Common Test: Jev vs luna-none vs luna-low (static dashboard).
Research & dataEnglish
EnglishbitnovusGitHub
jev-spam-eval
Zero-shot spam filtering with TypeSafe Jev Noul questions, compared with TF-IDF baselines.
Research & dataEnglish
EnglishArgos1111GitHub
jev_local
Replicating Jev with a local LLM.
Research & dataEnglish
EnglishMapikaGitHub
decider
One-pass typed decisions with calibrated probabilities (System One style model), fine-tuned from Qwen3.5-2B.
Research & dataEnglish
EnglishmithalouniGitHub
system-one-open
Open replica of TypeSafe's Jev: typed calibrated decisions in one forward pass, on Gemma 4 E2B / Gemma 3 270M (Modal).
Research & dataEnglish
EnglishzhihzGitHub
openjev (zhihz)
Local bilingual probability decisions from context, questions, and candidate answers. Independent research preview inspired by TypeSafe Jev.
Research & dataEnglish
EnglishAVBX
Paper Breakdown research recommendations
Jev integrates into a recommendation engine, providing 70+ personalized suggestions per user at 0.0019$ per user.
Research & dataEnglish
Englishgenai-craftGitHub
openvons
Openvons (open-Jev): 有限選択肢に確率で答える判断層 — テキスト / 画像 / 日本語音声コマンド.
Research & dataEnglish
Englishvercel-labsGitHub
ai-cli
Vercel Labs terminal CLI that can run Jev as the evaluation model for its evaluate command.
Research & dataEnglish
EnglishzhengxuyuGitHub
LitJev
A reproduction of Jev that turns any Qwen model into a fast decision model, serving the same /v1/systemone schema (Choice, Score, Noul) with no training and no generated answer text.
Research & dataEnglish
EnglishRiley BrownXLive viral post analyzer
A real-time tool to analyze and categorize tweets for viral potential.
Research & dataEnglish
English0xnairbGitHub
research_desk
TypeSafe Jev demonstration for new analyzation — experimenting with Jev for fast analysis of news and tickers.
Research & dataEnglish
EnglishZachiXjev() for PostgreSQL
A PostgreSQL extension enabling natural language queries across databases.
Research & dataEnglish
EnglishAkashPriyadarshiiGitHub
jev-curate
High-throughput synthetic & pretraining dataset sifter powered by TypeSafe AI Jev (api.typesafe.ai). Stream, filter, and score Parquet & JSONL datasets at 1,500+ rows/sec using System One typed decisions (Choice, Score, Noul).
Research & dataEnglish
English