Jev opens to everyone
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 everyoneVoir le projet ↗A FIELD GUIDE TO JEV / VOL. 01
Le meilleur de Jev : projets concrets, guides pratiques et idées du web.
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 everyoneVoir le projet ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
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 useVoir le projet ↗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.
Four official signals. A fresh starting point on each visit.
112 ressources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Expérience combinant l'affichage JSON avec Jev pour créer des interfaces utilisateur génératives instantanées permettant un rendu rapide des composants et systèmes de conception.
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Démonstration de recherche de vol de Gregor Zunic avec un espace d'action dynamique DOM.
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Un planificateur de requêtes basé sur Jev optimisant les performances de Postgres, atteignant une amélioration de 12 % sur les benchmarks d'ordre de jointure grâce à l'ajustement.
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Integrates Jev into apps for smart autofill features improving user experience.
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Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
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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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Voice command integration for the Autumn billing dashboard to streamline tasks.
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Jev is used to identify and flag low-quality text generated by Opus.
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A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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A collection of notable Jev projects shared on X, highlighting various applications and experiments.
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Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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Ephraim Duncan's demo where Jev decides which model should serve a request.
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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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Compact version of Jev that generates full probability distributions in a single forward pass.
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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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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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A local Jev model for processing tasks with potential for improved 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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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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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 built on Jev that identifies programming languages, colors code, and checks lint rules.
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A Jev-compatible public API using an open model for fast parallel processing.
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A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
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Jev autonomously controls multiple characters in a video game with rapid decision-making.
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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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An experimental tool using Jev to lint Supabase Row Level Security policies.
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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 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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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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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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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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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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A playful tool using Jev to provide random answers to questions.
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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 reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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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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A challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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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 tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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Racing UI wired to Jev driving decisions.
x.comConsoleChaosRacing driven by JevVoir le projet ↗Source-linked curation
Hemant Kumar on his 151M ModernBERT reproduction: 0.83% adaptive calibration error, 3.0% of predictions flip when the option list is reversed, 35.6ms on CPU, with the failed use cases reported alongside the wins.
x.comVerdict (Open-jev) launch threadVoir le projet ↗Source-linked curation
A community project for training a Jev-like architecture using a reverse-engineered model.
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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 that provides quick actions based on clipboard content, specifically for macOS.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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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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Jev is explained in a community post with no detailed technical information.
x.comJev Clearly ExplainedVoir le projet ↗Source-linked curation
A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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A project exploring pixel-level image generation through parallel decision-making processes.
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Technical notes on Jev's architecture, including parallel processing and probability output without text generation.
x.comJev’s architecture, notes in JapaneseVoir le projet ↗Source-linked curation
A tool that finds local makers using Jev, claiming high accuracy.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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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 smart calculator notebook capable of performing various calculations using Jev's processing power.
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Complément de pointeur piloté par l'IA open-source pour Mac, utilisant Jev ou Gemini Live pour contrôler le curseur avec un traitement local.
x.comTipTourVoir le projet ↗Source-linked curation
A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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Work-in-progress PR reviewer with plain-English Jev rules.
x.comjev-rabbit PR review botVoir le projet ↗Source-linked curation
A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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A developer created an instant calorie tracking app using Jev for quick responses.
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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 tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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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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A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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