A FIELD GUIDE TO JEV / VOL. 01
Tinh hoa Jev: dự án thực tế, hướng dẫn hữu ích và ý tưởng từ khắp internet.
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 useXem dự án ↗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 everyoneXem dự án ↗Four official signals. A fresh starting point on each visit.
35 tài nguyên
AI-assisted summaries and translations. Check original sources for context and performance claims.
Higgsfield AI 🧩Bản demo cho thấy Jev chọn mô hình AI phù hợp nhất cho các nhiệm vụ tạo video và hình ảnh trên Higgsfield.
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Kevin GrajedaBộ phân loại đánh giá độ khó câu lệnh theo thời gian thực, cho phép chế độ nhanh cho các câu lệnh đơn giản để cải thiện tương tác người dùng.
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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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MovezAnalyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
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A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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Rob HallamSuperX tích hợp với Jev cho phép đánh giá bài đăng nhanh chóng, phân tích 61 câu hỏi mỗi bài đăng trong vòng một giây với độ chính xác cao trong việc dự đoán tiềm năng lan truyền.
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Jiaqi GuA project using Jev for skill routing in an agent system, based on community development.
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SabrinaA demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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iagolastA community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
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x.comJev enables flexible, type-safe classification as a fundamental programming primitive.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
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Hamilton UlmerDuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
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Trinay HariA 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
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An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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Riley BrownJev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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HassanA project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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ZachiAn ad blocker extension using AI for real-time classification and removal of ads.
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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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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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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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Fayaz AhmedAn image classifier using OCR and Jev processes 900 images in 40 seconds.
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Justine MooreJev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
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Nikunj KothariA task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.
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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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Classifies tax documents using an LLM pipeline for efficient processing.
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x.comJev is a System One model on OpenRouter that provides decisions with probabilities.
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Chris AdcockJev enables Grok Bot to control real Chrome for faster, automated tasks instead of slow look-and-click methods.
x.comJev driving real Chrome from Grok BotXem dự án ↗Source-linked curation
x.comJev offers structured decision-making for security workflows with high speed.
x.comJev for security engineeringXem dự án ↗Source-linked curation
Matched-precision comparison against a private fine-tuned classifier.
x.comInternal classifier field noteXem dự án ↗Source-linked curation
Near-real-time scoring of TikTok and Instagram hooks against about 100 personas.
x.comHook panel A/B testerXem dự án ↗Source-linked curation
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