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編輯精選Popular on JEVLAB最新

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TypeSafe AI

推出 System One 模型與 Jev

發布文章：架構、RLCD 訓練、定價、Doom 與 Wikiracing 示範、常見問題。

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Chris Tate

即時生成式UI

結合JSON渲染與Jev的實驗，創造即時生成式使用者介面以快速呈現元件和設計系統。

Tools & appsEnglish

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browser-use

Jev Ultrafast

瀏覽器使用場景中的超快速代理：Jev 在一次請求中選擇操作和 DOM 元素；僅在需要輸入時使用小型 LLM 寫入文字。

Agents & browsersEnglish

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Gregor Zunic

瀏覽器使用 + Jev

Gregor Zunic 的動態 DOM 操作空間飛行搜尋示範。

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TypeSafe AI

快速入門

從 API 金鑰到類型化決策的最短路徑。

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TypeSafe AI

工作流程評估

公開 System One 工作流程的評估方法和各模型的結果。

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TypeSafe AI

Jev 1.13 jaggedness

當前公開模型的已知失敗模式，由 TypeSafe 記錄。

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typesafe

Discord

TypeSafe 官方伺服器。Builder 示範位於「展示與分享」頻道。

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Faadil Shaik

Jev玩超級瑪利歐兄弟

Jev透過快速推理和結構化輸出控制超級瑪利歐兄弟，展示即時應用的潛力。

Games & real timeEnglish

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TypeSafe AI

智慧家居示範

展示多問題同時處理的互動示範，程式會保留相關答案。

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Nailthy Tang

Drape即時虛擬試穿

使用Jev根據用戶輸入和語音轉錄分析即時選擇和更換服裝的虛擬試穿實驗。

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Higgsfield AI 🧩

Higgsfield模型路由

示範Jev在Higgsfield上為視頻和圖像生成任務選擇最適合的AI模型。

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typesafe-ai

TypeSafe Python SDK

官方同步與非同步 Python 客戶端。pip install typesafe-sdk。

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TypeSafe AI

模式

預測性分支、信心門控路由、複合評分和意圖路由。

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typesafeai

@typesafeai on X

產品和研究更新。

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TypeSafe AI

入門指南

TypeSafe 官方參考：入門指南。

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TypeSafe AI

HTTP API 參考

POST /v1/systemone 的請求與回應合約。

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Kevin Grajeda

提示難度分類器

即時評估提示難度的分類器，針對簡單提示啟用快速模式以提升用戶互動。

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metr0x

MOSS垃圾清理模擬

MOSS根據指示進行垃圾清理模擬，透過自動決策提升街道清潔度。

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TypeSafe AI

食譜

可重現的食譜：平行問題、重新排序、防護措施、引用檢查、提取、層級分類。

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tamaratran

fast-jev-compaction

Claude Code插件透過Jev決策替換壓縮摘要，單一快速請求中評分所有工具呼叫與結果，過時資料被刪除或截斷，保留資料原樣不變。

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TypeSafe AI

文件

入門指南、基本元件、模式、食譜、HTTP API 和 SDK 參考。

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TypeSafe AI

沙盒

貼上狀態，加入問題，並在瀏覽器中查看類型化答案。

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TypeSafe AI

基本元件

選擇、評分與 Noul：三種問題類型及其回傳內容。

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TypeSafe AI

宣言

為軟體而非對話設計的機器原生智能的論點。

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typesafe-ai

System One 介面（Python）

支援 OpenAI、Anthropic 及相容 LLM API 的官方 TypeSafeClient 替代品，用於比較 Jev 與聊天模型。

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Justin Schroeder

A driving simulator controlled by Jev

A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.

Devices & roboticsEnglish

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Dmytro Hrybov

MuJoCo robot-arm control

Using Jev for real-time control of a robot arm in MuJoCo, with a two-step decision process for actions and movements.

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nshkrdotcom

typesafe_sdk

TypeScript官方AI SDK的Elixir類型安全埠，提供統一的LLM整合、串流文字、結構化輸出、工具呼叫和代理工作流程。Jev是其目前旗艦模型，也是第一個System One模型。

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Shashank H

pi-jev-context-curator

Context curator for Pi agent using Jev technology.

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vogel

Writing one character at a time

A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.

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Luckey Faraday

Pokémon shiny hunting

A community post about using an agent for autonomous Pokémon shiny hunting with automated resets and checks.

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Ethan

Quiet marketing notifications on Android

Jev identifies and manages marketing messages in Android notifications without content deletion.

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Friedjof

jev-mobile

Fast structured Android control loops with TypeSafe Jev and Mobile MCP.

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William Prout

A Jev Magic 8 Ball

A playful tool using Jev to provide random answers to questions.

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Cris Lenta

Five hundred agents in a 3D environment

A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.

Agents & browsersEnglish

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Kun Chen

compact-adviser

An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.

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Vincent Wang-Maścianica

jevlike

A community project for training a Jev-like architecture using a reverse-engineered model.

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Jared Palmer

kev

A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.

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x.com

The 10-step roadmap, summarised

A community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.

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hanz

A dogfighting experiment

An experiment to enable Jev to perform dogfighting, with ongoing improvements.

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Zaious

jev-capability-atlas

Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。

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Ahmad Sofi-Mahmudi

Jev Reviewer

Tool for systematic reviewers to extract information from research articles efficiently.

Research & dataEnglish

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Kelbie

Hunch

Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.

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x.com

Jev on OpenRouter

Jev is a System One model on OpenRouter that provides decisions with probabilities.

Decisions & routingEnglish

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www.youtube.com

Jev and Browser Use, fully tested

A tested resource evaluating Jev's capabilities in browser automation and support tasks.

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luantak

is-malicious

Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

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cobanov

awesome-jev

使用Jev，TypeSafe AI的System One模型所建構的專案精選清單。

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Robert Soriano

Touchpress mobile end-to-end testing

Jev is used in mobile end-to-end testing with improved efficiency.

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kraayenjon

awesome-jev (kraayenjon)

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

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x.com

LLMs vs. Jev, clearly explained

Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.

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Hassan

Fraud detection with Jev and Kimi K3

Jev classifies emails for fraud detection, with uncertain cases handled by Kimi K3 for high accuracy.

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x.com

The use cases Jev unlocks

Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.

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YouWare

YouWare résumé screener

Screens 360 resumes in 24.2 seconds with low cost and automated scoring.

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Zahle Khan

Jev board

A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.

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tech.layerx.co.jp

A study session with 50 engineers, in Japanese

A 30-minute internal session on Jev attended by over 50 engineers, generating more than 50 product ideas.

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www.youtube.com

Jev: fast and cheap, but there is a caveat

Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.

Tools & appsEnglish

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CodeAlive

mastra-jev-moderation

A moderation system for Mastra agents that processes inputs in a single file.

Agents & browsersEnglish

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filipe

League of Legends win probabilities

Real-time League of Legends win-probability overlay using Jev to analyze game state and predict outcomes.

Games & real timeEnglish

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Aria

Connect Four on Omarchy

Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.

Games & real timeEnglish

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Zachi

A real-time ad blocker

An ad blocker extension using AI for real-time classification and removal of ads.

Decisions & routingEnglish

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Alsa

Worth Replying finds relevant X discussions

A community tool leverages Jev to identify relevant X discussions for business outreach.

Markets & experimentsEnglish

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Wayne Sutton

askjev.ai

askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.

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Raj Dhakad

routeKit

A developer project for agent-native routing that selects models based on task complexity.

Agents & browsersEnglish

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生ビール

A local Jev

A local Jev model for processing tasks with potential for improved speed.

Tools & apps日本語

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madewithjev.com

What is Jev Engineering?

A resource explaining Jev Engineering methodology for AI agent development.

Agents & browsersEnglish

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AbdelStark

awesome-typesafe

Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.

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Heman10x-NGU

Verdict-open-jev

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.

Agents & browsersEnglish

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Nour

pi-jev-compaction

A developer project for automatic context clearing in Pi without losing conversation history.

Agents & browsersEnglish

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model-clis

jev CLI

A command-line interface for Jev that provides answers and exit codes based on input questions.

Tools & appsEnglish

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Idan Levin

Jev on the WebMCP benchmark

Jev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.

Agents & browsersEnglish

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Abhishek from Youform

Youform voice builder

A tool developed using Jev to create a voice builder for Youform, noted for its speed.

Tools & appsEnglish

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