The Jev launch post
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.
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 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詳しく見る ↗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詳しく見る ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Four official signals. A fresh starting point on each visit.
112 件の資料
AI-assisted summaries and translations. Check original sources for context and performance claims.
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 local Jev model for processing tasks with potential for improved speed.
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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 Japanese詳しく見る ↗Source-linked curation
グレゴール・ズニクの動的DOMアクションスペースを備えたフライト検索デモ。
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JSONレンダリングとJevを組み合わせた実験で、迅速なコンポーネントおよびデザインシステムのレンダリングに向けたインスタントジェネレーティブユーザーインターフェースを作成する。
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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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Jevはセキュリティパイプラインの効率を向上させ、コストを5倍削減し、処理を高速化しながら、より高い精度を維持。

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A playful tool using Jev to provide random answers to questions.
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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 tool that finds local makers using Jev, claiming high accuracy.
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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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Ephraim Duncan's demo where Jev decides which model should serve a request.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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Jev predicts upcoming shell commands by analyzing historical command data.
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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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Jev converts websites into native mobile apps by deciding the optimal build process and handling app store submissions.
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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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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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Jevを基盤としたクエリプランナー。Postgresのパフォーマンスを最適化し、結合順ベンチマークで12%の速度向上を実現。
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Jev's effectiveness in performing intent-based search within Gmail.
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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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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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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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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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Demonstration of Jev's capability for rapid variable generation in development workflows.
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Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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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 is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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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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Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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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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A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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An experimental tool using Jev to lint Supabase Row Level Security policies.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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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 tool that identifies App Store keywords by analyzing competitors and using Jev to filter relevant terms.
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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 challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A macOS app that automatically organizes downloaded files using rules.
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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 that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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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 improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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Compact version of Jev that generates full probability distributions in a single forward pass.
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A Jev-compatible public API using an open model for fast parallel processing.
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A community post describing control of a simulated fly.
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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 tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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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 community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A developer created an instant calorie tracking app using Jev for quick responses.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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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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Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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Automates email categorization of 63,045 emails in under 3 minutes at low cost.
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Page-level demo where Jev picks which candidate link to click toward a goal.
x.comWiki-link clicker demo詳しく見る ↗Source-linked curation
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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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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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 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 project for training a Jev-like architecture using a reverse-engineered model.
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A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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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 project exploring pixel-level image generation through parallel decision-making processes.
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Jev is explained in a community post with no detailed technical information.
x.comJev Clearly Explained詳しく見る ↗Source-linked curation