Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.

Z.ai's coding agent harness. Powerful, intelligent, extensible.

tiny Jev-like family of decision models built on top of Qwen3.5 you can train and run on your own

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

装在手机上的对话副驾：在微信 / QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

Async-first agent harness

Local typed decisions, contrastive data curation, and model evaluation.

A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.

An open-source AI platform for knowledge work. Connect your apps, find answers, and get work done.

Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.

Suitable for Android APK reverse engineering analysis

A small, fast WebKit browser for macOS, by Office Commun.

A verified, community-maintained catalog of 896 open-source projects built with Jev.

非自回归System 1决策引擎，专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.

claude-opus-5-5-demo

Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

A local inference engine for Apple silicon, built around the model.

A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.

Apple Wallet card skins and lock screen passcode themes on iOS 27.

Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.

Astra plans and reviews; DeepSeek Flash builds. A native Codex workflow with phased tasks, verification, safe installation and reversible setup.

微信聊天记录一键转发到 AI Agent 与 Obsidian 的原生 macOS 工具

Reference client daemon and verification worker for Kryvora Network nodes.

尝试改善 Codex 降智、限流与连接体验。本地一键启动、网页配置修复，支持 Astra / Sol / Terra、订阅和代理；不保证取得指定 state 或提升模型质量。

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

Security analysis of the ChatGPT iOS subscription / entitlement flow (internal draft, coordinated disclosure WIP)

《高性价比人生指南》全书 528 条的在线单页阅读版：手机可读、可搜索、零依赖、支持离线

CVE-2026-63030 & CVE-2026-60137 RCE chain proof-of-concept

Software factory foreman based on TypeSafe's Jev model

Astra planner and JEV controller for Minecraft, with native recording, tested routes, and run verification.

Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B — no weight modification or re-quantization. by OrcaRouter team

An unofficial Rust reimplementation of Anthropic's Claude Code terminal UI, built on iocraft

Rules, playbooks, bot roles and a failure log from the xAI Grok Bot team's 72-hour live build. Drop AGENTS.md into your repo and go.

Source code for the Claude Opus 5.5 music video for I'm Upping My P(doom)

Turn any open model into a classifier/jev endpoint

微信（Windows 4.x）旁挂的回复辅助：窗口截图 + 本地离线 OCR 读对方消息 → Jev 判断意图 → 3 条候选一键填入，发送永远手动

Awesome Jev: a source-backed field guide to TypeSafe's System One model, with SDKs, live demos, agent tools, and independent evaluations.

An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, works offline.

Personal or team knowledge base, supports MCP API calls.

Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync

An awesome collection of Jev use cases, workflows, and agent skills.

Launch-film preview: a finished motion-graphics ad over the black-and-white HyperFrames drafts it grew from, with frame-accurate MP4 export.

5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

Search the web with TypeSafe's Jev: source selection, query understanding and relevance ranking. Built with Search1API.

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating)

Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.

Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.

A very fast document classifier/splitter using Jev

🎓 Path to a free self-taught education in Electrical Engineering

A searchable gallery of 2,730 well-designed Figure 1 / teaser figures from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2025), tagged with Oral / Spotlight / Best-paper tiers.

The open, local take on Jev: typed decisions from an LLM, without generating a single token

Silent Crypto Miner is an advanced cryptocurrency mining builder and runtime engine with multi-algorithm CPU/GPU support and intelligent resource management. Create custom mining executables with configurable algorithms, cross-platform output, real-time monitoring, session persistence, thermal throttling, scheduling, and hashrate optimization.

Open, Jev-compatible System One decision server on DiffusionGemma

A coordinator conversation, parallel worker threads, shared memory and an overview of what needs you. A Herdr plugin.

A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.

Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime

A comprehensive crypto tax solution supporting leading wallets, exchanges, and blockchain explorers.

Marpで登壇スライドを作るための、ストーリー・図・デザインバランスのスキル集と黒地テーマ、検査ツール

Standalone implementation of Zygisk

A Vulkan reimplementation of NVIDIA's DLSS 5 Neural Rendering network, bit-exact against the original.

微信消息意图识别悬浮窗（macOS）：看屏 + 本地小模型判断意图和风险，再按话术生成回复候选。纯只读、不注入微信。

A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.

Agent skill: turn a topic into a 30s vertical film drawn and scored entirely in JavaScript. Reference film: the life of a monarch butterfly.

通用在线视频下载与媒体提取技能。用户提供 YouTube/youtu.be、B站/bilibili/b23.tv、X/Twitter、Vimeo、TikTok、Instagram、Facebook、Twitch、Reddit 或其他 yt-dlp 支持的视频链接，并要求下载/保存视频、提取 audio/MP3、下载字幕、查看视频信息或更新 yt-dlp 时使用。微信视频号 weixin.qq.com/sph 链接转交 qiaomu-wx-video，绝不自动化操作微信客户端。

Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.

Fast, cheap, typed judgments from TypeSafe's Jev model, as MCP tools.

A Minecraft 1.21.11 client focused on building tools, schematics, and DonutSMP utilities.

Jev-compatible API endpoint based on open models (prefill-only)

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

An LLM + Jev workflow. Boost your vertebrate brain with a spine inside.

Turn local language models into Jev-style structured decision models. Get results from text and images with prefill alone—no token-by-token decoding required.

DEX → Java decompiler in Rust — fast, progressive analysis, bilingual CLI

An mcp connector to evaluate anything fast and cheap. Give your AI agent direct access to typesafe ai's jev model and open weight models like laya

One prompt in, a looping animated 3D icon out — with real transparency. A Claude Code skill.

🔥🔥 Papers, open reproductions and independent evaluations behind System One models and Jev.

computer-use assistant w/ decision models

AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.

Build calibrated AI Functions from human feedback using Jev and GEPA.

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

Living ecosystems you can interact with on your desktop

Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.

1207 verified examples of Jev — TypeSafe AI's System One decision model — indexed by the decision each one makes, not the blog that mentioned it. Every cited call site is re-read by CI each week. Bilingual EN/中文, JSON schema, and a cross-platform compatibility table.

Per-turn model & reasoning routing for Codex, driven by Jev (TypeSafe System One): picks the model, thinking depth and speed mode for every turn.

歌詞から文字PVを自動で組み立てるブラウザアプリ

Browser use using Typesafe's Jev model