A FIELD GUIDE TO JEV / VOL. 01
รวมโปรเจกต์จริง คู่มือใช้งาน และไอเดีย Jev จากทั่วอินเทอร์เน็ต
TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo 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 AI@typesafeaiOFFICIALTypeSafe 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 everyoneดูโปรเจกต์ ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe 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 useดูโปรเจกต์ ↗Four official signals. A fresh starting point on each visit.
1,198 แหล่งข้อมูล
AI-assisted summaries and translations. Check original sources for context and performance claims.
AbolA community post describes using Jev to analyze news for stock investment opportunities.
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A stock evaluation tool using Jev for fast market analysis.
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A deterministic model routing system for coding agents with a skill for Codex.
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Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
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A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
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A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.
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x.comA 4-minute video explaining what Jev is and its limitations.
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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 podcast segment discussing Jevons paradox and its connection to TypeSafe AI's funding.
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iagolastA community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
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Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
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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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IzzuddinUses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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Alex NikolicAn MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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Jev is used to identify and flag low-quality text generated by Opus.
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Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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A skill for writing and improving programs that call Jev, TypeSafe's System One model.
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Diogo AlmeidaDiogo 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.
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Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
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A self-hosted skills library with optional Jev recommendations.
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kitze 🛠️ tinkerer.clubA smart calculator notebook capable of performing various calculations using Jev's processing power.
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A macOS tool for identifying safe ports to stop, developed as a GitHub project.
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Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
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Integrates Jev into apps for smart autofill features improving user experience.
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Ira BodnarReduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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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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A playful tool using Jev to provide random answers to questions.
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Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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RanjanA community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
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Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.
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Eugene CheahOpen-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
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A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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NotteJev automates browser tasks by selecting actions from a dynamic action space.
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Max BladeAn always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.
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Marc KöhlbruggeA real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
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Jev generates piano music by selecting notes and chords based on input sequences.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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Jev is demonstrated as a classification model with practical examples.
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A collection of research papers and open reproductions supporting System One models.
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A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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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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A game integrating Jev to display real-time decision probabilities during gameplay.
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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 post about a virtual town where Jev makes all decisions, managing 120 people and various local structures.
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khaledDemonstration of Jev's capability for rapid variable generation in development workflows.
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Mike TaylorA tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
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Jev demonstrates potential for innovative UX/UI design through language model integration.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.
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Rob HallamSuperX ที่ผสานกับ Jev ช่วยให้ให้คะแนนโพสต์ได้อย่างรวดเร็ว วิเคราะห์คำถาม 61 คำถามต่อโพสต์ภายในหนึ่งวินาทีด้วยความแม่นยำสูงในการพยากรณ์ความนิยม
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A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.
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0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
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Ian NuttallA community experiment using Jev to analyze social media posts and determine effective content strategies.
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Kevin WangA 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 fire evacuation simulation where each person makes Jev-style decisions.
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A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
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Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.
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Aditya SinghA demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
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Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
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หน้าเว็บไซต์ของบริษัท ข้อมูลผลิตภัณฑ์ และการสมัครรับข้อมูลล่วงหน้า.
typesafe.aiTypeSafe AIดูโปรเจกต์ ↗Source-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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A live Bluesky feed with real-time emotion detection and user avatar matching.
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YumA community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code.
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A community post about using an agent for autonomous Pokémon shiny hunting with automated resets and checks.
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