Jev lansman yazısı
Diogo Almeida, TypeSafe'ın yapılandırılmış karar modeli Jev'i tanıtıyor. Lansman filmini izleyin ve modelin yaklaşımını, örneklerini ve yazarın bildirdiği performansını keşfedin.
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Jev’in en iyileri: gerçek projeler, pratik rehberler ve internetten fikirler.
Diogo Almeida, TypeSafe'ın yapılandırılmış karar modeli Jev'i tanıtıyor. Lansman filmini izleyin ve modelin yaklaşımını, örneklerini ve yazarın bildirdiği performansını keşfedin.
TypeSafe'ın resmi lansman duyurusu, laboratuvarı tanıtır ve geliştiricileri Jev'e yönlendirir. Diogo Almeida'nın lansman filmi ve orijinal girişimi içerir.
TypeSafe, Jev'e açık erişimi duyurdu. Resmi konsol, uygulamanızda türden kararlar denemek için başlangıç noktasıdır.
TypeSafe, Jev'in türden çıktı yaklaşımını vurgular: uygulamalar durum ve sorular sağlar, ardından olasılıklar, seçimler veya puanlara göre hareket eder. Bağlantılı duyuruda Venice API entegrasyonu da yer alır.
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.
A drone navigation experiment where Jev makes real-time decisions to avoid obstacles in an asteroid field.
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Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.
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Jev processes game state data to make decisions and play Super Mario Bros. effectively.
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A setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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A GitHub Action using Jev for automated PR triage and classification.

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An image classifier using OCR and Jev processes 900 images in 40 seconds.
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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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Demonstration of Jev's capability for rapid variable generation in development workflows.
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A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.

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Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

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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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Jev automates browser tasks by selecting actions from a dynamic action space.
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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 livestream analyzing Jev's architecture for JSON-predicting models.
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A community tool allowing Jev to make decisions through command-line interactions for agent systems.

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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

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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 tool that finds local makers using Jev, claiming high accuracy.
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Jev enables users to create various applications using its architecture, as explained in a YouTube guide.
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An experiment to enable Jev to perform dogfighting, with ongoing improvements.
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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 filters social media posts to reduce negative content exposure by categorizing them.
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Jev controls both hands and fingers to play piano in real-time based on visual input.
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Jev demonstrated over 5x faster performance than other models in testing.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.

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A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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Karar verme için Jev ile kontrol edilen iki kollu robot, ters kinematik ve fizik kodlarla verimli çalışmak için.
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A community project using Jev to customize Hacker News content preferences.
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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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Official TypeSafe reference: Skill suggestion.

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Compact version of Jev that generates full probability distributions in a single forward pass.
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Jev AI performs quality checks on action labels for physical AI training data at high speed.
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Automates email categorization of 63,045 emails in under 3 minutes at low cost.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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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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A community project for training a Jev-like architecture using a reverse-engineered model.
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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 developer project for the games shelf, where Jev improvises piano with proper questions.

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A Jev-compatible public API using an open model for fast parallel processing.
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Leonardo Bissoli apresenta decisões estruturadas com Jev, incluindo confiança, limites e exemplos de uso em aplicações.
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A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.
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GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.

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A community tool leverages Jev to identify relevant X discussions for business outreach.
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A local Jev model for processing tasks with potential for improved speed.
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Jev processes 1,000 emails for category, priority, spam, and reply predictions.
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A research project enabling SQL queries with real type responses.

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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.

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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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A community post demonstrating Jev playing Flappy Apex, achieving a high score autonomously through Appduct and Fable.
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Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).

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A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.

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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.

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A community post testing Jev's performance in a browser environment, noting limitations after five actions.
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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 collection of research papers and open reproductions supporting System One models.

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A project using Jev for skill routing in an agent system, based on community development.
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A smart calculator notebook capable of performing various calculations using Jev's processing power.
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A 2-minute song composed by Jev-thoven using first principles.
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Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.

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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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A React app that estimates an age range based on a Korean name, described as a developer tool.

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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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A community post details a Pac-Man game where every move is determined by Jev, offering strategic insights.
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A resource explaining Jev Engineering methodology for AI agent development.

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Jev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
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A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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