Bài đăng ra mắt Jev
Diogo Almeida giới thiệu Jev, mô hình ra quyết định có cấu trúc của TypeSafe. Xem bộ phim giới thiệu và khám phá chuỗi gốc để tìm hiểu cách tiếp cận, ví dụ và hiệu năng được báo cáo bởi tác giả.
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Tinh hoa Jev: dự án thực tế, hướng dẫn hữu ích và ý tưởng từ khắp internet.
Diogo Almeida giới thiệu Jev, mô hình ra quyết định có cấu trúc của TypeSafe. Xem bộ phim giới thiệu và khám phá chuỗi gốc để tìm hiểu cách tiếp cận, ví dụ và hiệu năng được báo cáo bởi tác giả.
Thông báo chính thức ra mắt TypeSafe giới thiệu phòng thí nghiệm và hướng người phát triển đến Jev. Bao gồm bộ phim giới thiệu của Diogo Almeida và lời giới thiệu ban đầu.
TypeSafe thông báo truy cập công khai vào Jev mà không cần danh sách chờ. Bảng điều khiển chính thức là điểm bắt đầu để thử nghiệm các quyết định có kiểu trong ứng dụng của bạn.
TypeSafe nhấn mạnh cách tiếp cận đầu ra có kiểu của Jev: các ứng dụng cung cấp trạng thái và câu hỏi, sau đó thực hiện hành động dựa trên xác suất, lựa chọn hoặc điểm số. Thông báo liên quan cũng đề cập đến tích hợp API Venice.
Start with the Launch Post. Explore four official signals.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
Thí nghiệm kết hợp hiển thị JSON với Jev để tạo giao diện người dùng sinh ra nhanh cho việc vẽ nhanh các thành phần và hệ thống thiết kế.
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Demo tìm chuyến bay của Gregor Zunic với không gian hành động DOM động.
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A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.
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Một kế hoạch truy vấn dựa trên Jev tối ưu hóa hiệu suất Postgres, đạt cải thiện 12% về tốc độ trên các bài kiểm tra thứ tự kết nối.
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Ephraim Duncan's demo where Jev decides which model should serve a request.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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A community post confirming Jev's capability to generate text, responding to a claim that it cannot.
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Jev predicts upcoming shell commands by analyzing historical command data.
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A playful tool using Jev to provide random answers to questions.
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A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.
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An experimental tool using Jev to lint Supabase Row Level Security policies.
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A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
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A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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A macOS app that automatically organizes downloaded files using rules.
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Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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A challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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A tech publication highlights Jev as an AI model offering a cost-effective and efficient approach to software intelligence.
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A community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.
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A community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
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A local Jev model for processing tasks with potential for improved speed.
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A tool that finds local makers using Jev, claiming high accuracy.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.

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Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
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A tool for monitoring Reddit threads to gather data cited by AI, offering free analysis of 4000 threads via email, Discord, or Slack.
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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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Demonstration of Jev's capability for rapid variable generation in development workflows.
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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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Jev cải thiện hiệu quả luồng bảo mật, mang lại giảm 5 lần chi phí và xử lý nhanh hơn trong khi duy trì độ chính xác cao hơn so với các mô hình nhỏ hơn.
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Jev is used in mobile end-to-end testing with improved efficiency.
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A Jev-compatible public API using an open model for fast parallel processing.
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A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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Jev's effectiveness in performing intent-based search within Gmail.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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A collection of notable Jev projects shared on X, highlighting various applications and experiments.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
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A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.
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A developer created an instant calorie tracking app using Jev for quick responses.
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A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.
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A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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Danh sách các dự án được xây dựng với Jev, mô hình System One của TypeSafe AI, được tổng hợp và có nguồn gốc rõ ràng.
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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 self-hosted skills library with optional Jev recommendations.
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Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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Jev is used to identify and flag low-quality text generated by Opus.
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Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.
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A community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.
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Put your code comments on trial. Powered by Jev.
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Free, no-signup Noul demo. Ask a question, get yes, no, or maybe, with web search when needed.
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A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
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Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.
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Jev processes 1,000 emails for category, priority, spam, and reply predictions.

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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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PHP & Laravel SDK for TypeSafe AI's JEV Model series.
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An always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
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A community post describing control of a simulated fly.
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Links records under a plain-English match rule using Jev Noul pair judgments, with local candidate blocking and match resolution.
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TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions.
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