Пост запуска Jev
Диогу Алмейда представляет Jev, структурированную модель принятия решений TypeSafe. Посмотрите фильм о запуске и изучите оригинальный тред для подхода модели, примеров и отчетов автора о производительности.
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Лучшее о Jev: реальные проекты, практические руководства и идеи со всего интернета.
Диогу Алмейда представляет Jev, структурированную модель принятия решений TypeSafe. Посмотрите фильм о запуске и изучите оригинальный тред для подхода модели, примеров и отчетов автора о производительности.
Официальное объявление запуска TypeSafe знакомит с лабораторией и направляет разработчиков к Jev. Включает фильм о запуске Диогу Алмейды и оригинальное введение.
TypeSafe объявляет о публичном доступе к Jev без списка ожидания. Официальный консоль — это отправная точка для тестирования типизированных решений в собственном приложении.
TypeSafe подчеркивает подход Jev с типизированным выводом: приложения предоставляют состояние и вопросы, затем действуют на основе вероятностей, выборов или оценок. Связанное объявление также касается интеграции API Venice.
Start with the Launch Post. Explore four official signals.
1 198 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.

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AgentRun leverages Jev for creating self-sufficient agent workflows.
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Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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A resource explaining Jev Engineering methodology for AI agent development.

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A resource detailing a test of Jev on 12 real-world scenarios, including speed, cost, and practical applications.
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Jev is demonstrated as a classification model with practical examples.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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A stock evaluation tool using Jev for fast market analysis.
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An open-source model for form-filling tasks with low latency.
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Jev is used to identify and flag low-quality text generated by Opus.
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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.
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Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
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A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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A focus group experiment using Jev to make scroll or stop decisions on ads.
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Двухрукой робот, управляемый Jev для принятия решений, с обратной кинематикой и физикой, обрабатываемыми кодом для эффективной работы.
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A trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.
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A mahjong coach that uses Jev to suggest tiles to discard in Japanese.

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Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.

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A guide exploring Jev's architecture through 10,000 API calls.

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Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
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X timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
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Jev processes 1,000 emails for category, priority, spam, and reply predictions.
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A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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A tool that finds local makers using Jev, claiming high accuracy.
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An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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Сайт компании, список ожидания и обзор продукта.
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Официальное объявление запуска TypeSafe знакомит с лабораторией и направляет разработчиков к Jev. Включает фильм о запуске Диогу Алмейды и оригинальное введение.
Jev HOLDFIT 69%CAT 96%
A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
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A chess experiment where Jev V13 makes decisions against advanced language models.
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Steve Krouse's playable 16-judgment demo and video.
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An agent project aimed at reducing token usage for coding agents via an MCP server.

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A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.

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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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Orus uses Jev to review and approve trade strategies before execution, enhancing decision-making with structured answers.
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A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.

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Jev demonstrates potential for innovative UX/UI design through language model integration.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

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A Chrome Dino game implementation where Jev provides real-time decision scores.
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An ad blocker extension using AI for real-time classification and removal of ads.
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Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.
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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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A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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Explains Jev's advantages over older LLMs in decision-making and building.
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A small agent using Jev compaction to manage searchable memory efficiently.
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Jev identifies and manages marketing messages in Android notifications without content deletion.

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Jev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
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DuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
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A project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.

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Официальный клиент TypeScript/JavaScript с выводом типов ответов. npm install @typesafe-ai/sdk.
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A community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
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Detects low-quality content in real-time as users scroll.
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A skill for writing and improving programs that call Jev, TypeSafe's System One model.

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An experimental trading system using defined rules and Jev for decision-making.
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Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.
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Jev predicts upcoming shell commands by analyzing historical command data.
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A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.

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A livestream analyzing Jev's architecture for JSON-predicting models.
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Jev is used in mobile end-to-end testing with improved efficiency.
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Marcel Pociot's browser extension that collapses posts based on a Jev judgment.
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A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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An agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
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Classifies tax documents using an LLM pipeline for efficient processing.
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