AI-assisted summaries and translations. Check original sources for context and performance claims.
Ahmad Sofi-Mahmudi
Tool for systematic reviewers to extract information from research articles efficiently.
JEVLAB ART
Source-linked curation
Justine Moore
Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
Source-linked curation
Marcus Lowe
Jev plays Tetris by making real-time decisions to move blocks.
JEVLAB ART
Source-linked curation
Alex Nikolic
An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
Source-linked curation
fabian
An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
JEVLAB ART
Source-linked curation
Nicholas Dunzelman
Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
JEVLAB ART
Source-linked curation
Tommy Jepsen
Jev conducts a sentiment-based stock market analysis for the Danish market in 2025, using diverse data sources with low cost.
JEVLAB ART
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Matt
An experimental trading system using defined rules and Jev for decision-making.
JEVLAB ART
Source-linked curation
Yohei
A method for expressing emotions through sound-based communication.
JEVLAB ART
Source-linked curation
GhalebDweikat
A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
JEVLAB ART
Source-linked curation
Hugo Montenegro
Integration of Jev into a game for fast and cost-effective performance.
Source-linked curation
RaZaan
A Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
Source-linked curation
somoore
A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
JEVLAB ART
Source-linked curation
keltokhy
Links records under a plain-English match rule using Jev Noul pair judgments, with local candidate blocking and match resolution.
JEVLAB ART
Source-linked curation
vinilana
Personal-assistant agent built on Vercel's eve with 100 mocked tools, measuring how many steps it takes when Jev picks the tool versus the LLM.
JEVLAB ART
Source-linked curation
copyleftdev
Never confidently wrong: a TLA+-verified consensus kernel around TypeSafe's Jev, run through 1,680 chaos-tested pharmacy decisions with zero wrong verdicts. Film, code, and every captured call.
JEVLAB ART
Source-linked curation
OFFICIEL
TypeSafe AI
Official TypeSafe reference: Knowledge graph entity alignment.
JEVLAB ART
Source-linked curation
justinhe16
Backtest Jev (TypeSafe) as a BUY/SELL/HOLD trader on NQ L10 order-book data.
JEVLAB ART
Source-linked curation
sightmap
Jev-powered semantic browser use.
JEVLAB ART
Source-linked curation
Ishu Agrawal
Jev processes game state data to make decisions and play Super Mario Bros. effectively.
JEVLAB ART
Source-linked curation
drowzeys
Validated enhancement pack for MiniMax Code CLI on arm64 DGX Spark + local GLM-5.3-EXL3: TUI scrollbar + context-meter patches, compaction repair for local vLLM, Jev Ultrafast + Playwright MCP browser integration, real usage ledger.
JEVLAB ART
Source-linked curation
TarunTomar122
Zero-shot English goals on a sim Franka. Jev chains hardcoded primitives.
JEVLAB ART
Source-linked curation
Mario Jankovic
A Chrome extension using Jev to filter out AI-generated content from YouTube, caching results for efficiency.
JEVLAB ART
Source-linked curation
genai-craft
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.
JEVLAB ART
Source-linked curation
Fazt
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.


Source-linked curation
sypherin
Application of TypeSafe Jev (noul judgment primitive) on the collusion.wiki corpus: agent vs human page authorship, head-to-head vs local Qwen3.8-Flash-Next.
JEVLAB ART
Source-linked curation
Yasserbhb
Using the new model JEV to play the game tetris.
JEVLAB ART
Source-linked curation
arize.com
A tool for tracking decisions made by Jev, using Arize's instrumentation for detailed analysis.
JEVLAB ART
Source-linked curation
Meteor Simulation
A fire evacuation simulation where each person makes Jev-style decisions.
JEVLAB ART
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NobleSpartan6
Open-source native computer use for macOS and Windows: TypeSafe Jev, local OCR, and selective planning.
JEVLAB ART
Source-linked curation
Bewinxed
A chatbot built on a model that cannot generate text (TypeSafe AI's Jev, driven autoregressively).
JEVLAB ART
Source-linked curation
DevMortimer
Guardrails for Pi built on pi-typesafe that steer the agent instead of interrupting you: Jev judges irreversible and off-task tool calls, detects stuck loops, checks unverified done claims, flags slop.
JEVLAB ART
Source-linked curation
trophee-bot
Evaluating TypeSafe's System One primitives (Choice/Score/Noul) — where a typed oracle beats an LLM call.
JEVLAB ART
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aaron
Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
JEVLAB ART
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HyunjunJeon
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
JEVLAB ART
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John Yeo
A community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
Source-linked curation
Siddhant Kuwar
Jev controls a city's traffic in a simulation project.
JEVLAB ART
Source-linked curation
akash-kamat
Open-source Jev-style System One decision model. Gemma 3 270M with a scoring head — fast, calibrated decisions in a single forward pass. No text generation. Inspired by TypeSafe.ai's Jev.
JEVLAB ART
Source-linked curation
jammaru
100 AI NPCs live in a tiny town. Jev chooses the next action; the world writes the story.
JEVLAB ART
Source-linked curation
OFFICIEL
TypeSafe AI
Official TypeSafe reference: Usage.
JEVLAB ART
Source-linked curation
0xArx
Guardrails for LLM apps in one API call. Prompt injection, jailbreaks, leaks, unsafe content. Built on TypeSafe Jev. MIT.
JEVLAB ART
Source-linked curation
pambrose
A Kotlin DSL and client for TypeSafe's Jev model.
JEVLAB ART
Source-linked curation
JacquesGariepy
AI life-and-civilization simulation: TypeSafe Jev makes every decision (typed, probabilistic, auditable); LLMs plan — OpenAI-compatible APIs, local models (Ollama, LM Studio), Claude Code, Codex.
JEVLAB ART
Source-linked curation
Joaquin Marcoff
A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
JEVLAB ART
Source-linked curation
moezubair
A CLI and GitHub Action that assesses code-change risk using deterministic rules and TypeSafe Jev, recommending checks and reviewers before merge.
JEVLAB ART
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hope
A research project evaluating the practical value of Jev's confidence scores for task execution.
JEVLAB ART
Source-linked curation
imMamdouhaboammar
⚡ Sub-100ms cognitive reflexes for autonomous coding agents. Powered by TypeSafe AI's Jev & get-fable.
JEVLAB ART
Source-linked curation
giuliosmall
Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
JEVLAB ART
Source-linked curation
valentynkit
Pre-commit hook: one Jev call judges whether your commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential check.
JEVLAB ART
Source-linked curation
OFFICIEL
TypeSafe AI
Official TypeSafe reference: Confidence-gated routing.
JEVLAB ART
Source-linked curation
Gaurav-Gosain
Can Jev pick the winner of a real headline A/B test? 64.5% across 10,984 Upworthy randomized experiments, 74.7% when the difference was decisive.
JEVLAB ART
Source-linked curation
buchmark
Claude Code plugin that scores review findings, debug hypotheses and design options with TypeSafe's Jev — calibrated probabilities instead of one more opinion.
JEVLAB ART
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chenmingtang830
Open-source BYOK arena for Jev and other AI judges. Find failures, compare quality, cost, and latency.
JEVLAB ART
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rchovatiya88
Cyber-Breach: The Jev Protocol - A tactical cyberpunk arena combat game powered by TypeSafe AI Jev System One decision model.
JEVLAB ART
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Zahle Khan
A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
Source-linked curation
Farouq Aldori
A tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
Source-linked curation
Marcelo Mendes
An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
JEVLAB ART
Source-linked curation
adarshmishra07
Local proxy that picks the Claude model and effort per message using TypeSafe Jev. Routes subagents, leaves your cached main chat alone.
JEVLAB ART
Source-linked curation
bohutang
Chrome extension that labels every post on X (Substance · Humor · Chit-chat · Promo · Junk · AI-written) with TypeSafe Jev, and hides the ones you don't want.
JEVLAB ART
Source-linked curation
thiago-ss
Autonomous Jev pull-request review with typed decisions, calibrated approval gates, and trusted-owner escalation.
JEVLAB ART
Source-linked curation
ndolinschi
TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions.
JEVLAB ART
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PistachioAIHQ
Jev (TypeSafe System One) × ASReview SYNERGY abstract screening demo — Choice/Noul vs gold labels.
JEVLAB ART
Source-linked curation
rhighs
Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
JEVLAB ART
Source-linked curation
ndolinschi
Agent budget brake — continue / downgrade_model / stop via TypeSafe Jev.
JEVLAB ART
Source-linked curation
Marc Köhlbrugge
A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
Source-linked curation
Heman10x-NGU
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.
JEVLAB ART
Source-linked curation
OFFICIEL
TypeSafe AI
Official TypeSafe reference: Confidence.
JEVLAB ART
Source-linked curation
Max Blade
An always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
Source-linked curation
kerpopule
Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex).
JEVLAB ART
Source-linked curation
dnakhoa
Position paper: the Hidden-Markov and fuzzy primitives missing from TypeSafe AI's Jev and System-One decision models. Two lemmas, one principle (Deferred Crispification), one architecture (BSF-S1).
JEVLAB ART
Source-linked curation
ifahimreza
Jev labels category, urgency, and human-versus-auto handling for support tickets.
JEVLAB ART
Source-linked curation
Ziwen
A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
JEVLAB ART
Source-linked curation