TypeSafe steps out of stealth
TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Diogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyone查看项目 ↗TypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can use查看项目 ↗Four official signals. A fresh starting point on each visit.
112 项资源
AI-assisted summaries and translations. Check original sources for context and performance claims.
Compact version of Jev that generates full probability distributions in a single forward pass.
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Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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将JSON渲染与Jev结合的实验,用于快速生成用户界面,实现组件和设计系统的快速渲染。
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Gregor Zunic的动态DOM操作空间航班搜索演示。
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基于Jev的查询规划器优化Postgres性能,在连接顺序基准测试中实现12%的速度提升。
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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 tool that uses Jev to quickly decide on GitHub PR approvals by analyzing CI, diff size, and reviews in 200 ms.
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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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A tool that identifies App Store keywords by analyzing competitors and using Jev to filter relevant terms.
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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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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 tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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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 community project for training a Jev-like architecture using a reverse-engineered model.
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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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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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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 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 suggesting Jev can be hired as a QA tester through @typesafeai.
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A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.
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Jev's effectiveness in performing intent-based search within Gmail.
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A tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
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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 tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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Jev AI plays Tetris at high speed, completing 357 pieces and 134 lines in 2 minutes. Demonstrates rapid decision-making capabilities.
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A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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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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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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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 analyzes session replays to identify issues and generate bug fix PRs at low cost.
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Jev is used in mobile end-to-end testing with improved efficiency.
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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 smart calculator notebook capable of performing various calculations using Jev's processing power.
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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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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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A Jev-compatible public API using an open model for fast parallel processing.
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Ephraim Duncan's demo where Jev decides which model should serve a request.
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Demonstration of Jev's capability for rapid variable generation in development workflows.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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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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A tool built on Jev that identifies programming languages, colors code, and checks lint rules.
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Jev is used to identify and flag low-quality text generated by Opus.
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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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A community experiment demonstrating Jev's capability to function as a computer by emulating a 6502 processor.
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A community tool allowing Jev to make decisions through command-line interactions for agent systems.

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Racing UI wired to Jev driving decisions.
x.comConsoleChaosRacing driven by Jev查看项目 ↗Source-linked curation
An experimental tool using Jev to lint Supabase Row Level Security policies.
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A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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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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Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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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 browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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A macOS app that automatically organizes downloaded files using rules.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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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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